Randomly distributed networks: Exponential random graph models of social networks became state-of-the-art methods of social network analysis in the 1980s. This framework has the capacity to represent social-structural effects commonly observed in many human social networks, including general degree-based structural effects commonly observed in many human social networks as well as reciprocity and transitivity, and at the node-level, homophily and attribute-based activity and popularity effects, as derived from explicit hypotheses about dependencies among network ties. Parameters are given in terms of the prevalence of small subgraph configurations in the network and can be interpreted as describing the combinations of local social processes from which a given network emerges. These probability models for networks on a given set of actors allow generalization beyond the restrictive dyadic independence assumption of micro-networks, allowing models to be built from theoretical structural foundations of social behavior.[42]
Kids might make poor decisions to gain popularity. Because it's live video, kids can do or say anything and can respond to requests from viewers -- in real time. Though there seems to be moderation around iffy content (kids complain about having accounts suspended "for nothing"), there's plenty of swearing and occasional sharing of personal information with anonymous viewers.
It is increasingly advantageous for companies to use social media platforms to connect with their customers and create these dialogues and discussions. The potential reach of social media is indicated by the fact that in 2015, each month the Facebook app had more than 126 million average unique users and YouTube had over 97 million average unique users.[27]
The social network is a theoretical construct useful in the social sciences to study relationships between individuals, groups, organizations, or even entire societies (social units, see differentiation). The term is used to describe a social structure determined by such interactions. The ties through which any given social unit connects represent the convergence of the various social contacts of that unit. This theoretical approach is, necessarily, relational. An axiom of the social network approach to understanding social interaction is that social phenomena should be primarily conceived and investigated through the properties of relations between and within units, instead of the properties of these units themselves. Thus, one common criticism of social network theory is that individual agency is often ignored[6] although this may not be the case in practice (see agent-based modeling). Precisely because many different types of relations, singular or in combination, form these network configurations, network analytics are useful to a broad range of research enterprises. In social science, these fields of study include, but are not limited to anthropology, biology, communication studies, economics, geography, information science, organizational studies, social psychology, sociology, and sociolinguistics.
Using Dr Dave Chaffey's approach, the digital marketing planning (DMP) has three main stages: Opportunity, Strategy and Action. He suggests that any business looking to implement a successful digital marketing strategy must structure their plan by looking at opportunity, strategy and action. This generic strategic approach often has phases of situation review, goal setting, strategy formulation, resource allocation and monitoring.[59]
The kind of content you create depends on your audience's needs at different stages in the buyer's journey. You should start by creating buyer personas (use these free templates, or try makemypersona.com) to identify what your audience's goals and challenges are in relation to your business. On a basic level, your online content should aim to help them meet these goals, and overcome their challenges.
For those who prefer to socialize through visuals, Instagram is the place to be. You can post your photos (up to 10 at a time) to share with the world, or even go with Instagram Stories, which let your friends see what you've been up to without cluttering up your profile. As you follow people, their posts populate your feed, and you can double-tap to "like" items, and leave comments. If the person posts in another language, the translate button does a pretty good job of converting it into your language. Instagram also does a great job of showing content that's relevant to your likes and interests and discovering new content from all over.
the-dots.com is a networking platform that helps everyone involved in the creative process connect, collaborate and commercialise helping build a stronger, more profitable and diverse creative sector. Born out of a genuine passion to make the creative industries more open and meritocratic, founder Pip Jamieson launched the platform in the UK in 2014.
A social network is a social structure made up of a set of social actors (such as individuals or organizations), sets of dyadic ties, and other social interactions between actors. The social network perspective provides a set of methods for analyzing the structure of whole social entities as well as a variety of theories explaining the patterns observed in these structures.[1] The study of these structures uses social network analysis to identify local and global patterns, locate influential entities, and examine network dynamics.

A key objective is engaging digital marketing customers and allowing them to interact with the brand through servicing and delivery of digital media. Information is easy to access at a fast rate through the use of digital communications. Users with access to the Internet can use many digital mediums, such as Facebook, YouTube, Forums, and Email etc. Through Digital communications it creates a Multi-communication channel where information can be quickly exchanged around the world by anyone without any regard to whom they are.[28] Social segregation plays no part through social mediums due to lack of face to face communication and information being wide spread instead to a selective audience. This interactive nature allows consumers create conversation in which the targeted audience is able to ask questions about the brand and get familiar with it which traditional forms of Marketing may not offer.[29]
A Cohesive Marketing Technology Stack: No one software tool can save the day. Marketing is not about the creative aspect alone anymore. Marketing technology infrastructure needs to be designed and integrated correctly. One social media tool alone will not save the day, nor will one CRM tool be the solution to a challenge anymore. Consider your full stack and how it can work together.
Owned by the tech giant Alphabet (Google), this interest-based social networking platform enables you to stay in touch with people by sharing messages, photos, videos, useful links to sites and so on. It also extends support for video conferencing through Hangouts and allows businesses to promote their brands and products through Google+ business pages.
Skype, owned by Microsoft, is one of the most popular communication-based social networking platforms. It allows you to connect with people through voice calls, video calls (using a webcam) and text messaging. You can even conduct group conference calls. And, the best part is that Skype-to-Skype calls are free and can be used to communicate with anyone, located in any part of the world, over the internet.
There has been research that both substantiates and refutes the benefits of information brokerage. A study of high tech Chinese firms by Zhixing Xiao found that the control benefits of structural holes are "dissonant to the dominant firm-wide spirit of cooperation and the information benefits cannot materialize due to the communal sharing values" of such organizations.[66] However, this study only analyzed Chinese firms, which tend to have strong communal sharing values. Information and control benefits of structural holes are still valuable in firms that are not quite as inclusive and cooperative on the firm-wide level. In 2004, Ronald Burt studied 673 managers who ran the supply chain for one of America's largest electronics companies. He found that managers who often discussed issues with other groups were better paid, received more positive job evaluations and were more likely to be promoted.[48] Thus, bridging structural holes can be beneficial to an organization, and in turn, to an individual's career.
Digital marketing poses special challenges for its purveyors. Digital channels are proliferating rapidly, and digital marketers have to keep up with how these channels work, how they're used by receivers and how to use these channels to effectively market things. In addition, it's becoming more difficult to capture receivers' attention, because receivers are increasingly inundated with competing ads. Digital marketers also find it challenging to analyze the vast troves of data they capture and then exploit this information in new marketing efforts.
In general, meso-level theories begin with a population size that falls between the micro- and macro-levels. However, meso-level may also refer to analyses that are specifically designed to reveal connections between micro- and macro-levels. Meso-level networks are low density and may exhibit causal processes distinct from interpersonal micro-level networks.[39]
Scale-free networks: A scale-free network is a network whose degree distribution follows a power law, at least asymptotically. In network theory a scale-free ideal network is a random network with a degree distribution that unravels the size distribution of social groups.[43] Specific characteristics of scale-free networks vary with the theories and analytical tools used to create them, however, in general, scale-free networks have some common characteristics. One notable characteristic in a scale-free network is the relative commonness of vertices with a degree that greatly exceeds the average. The highest-degree nodes are often called "hubs", and may serve specific purposes in their networks, although this depends greatly on the social context. Another general characteristic of scale-free networks is the clustering coefficient distribution, which decreases as the node degree increases. This distribution also follows a power law.[44] The Barabási model of network evolution shown above is an example of a scale-free network.

Thanks for this list, but I think you need to update your review of Kik Messenger. You mention just one app within Kik Oink? Kik Messenger has over 400 "cards" or apps available to connect to your Kik app. You get to these apps through the Kik app from the slide out window in the app, or from under the message window. None of these apps are verified by either Google Play or iTunes, and many are plain and simply hook up apps. Also you will find that most kids make up names for Kik, It's not correct to say that they have a real name policy they don't. You can also use Kik without verifying your email address, so it's easy for people to make up an email address to hide your identity. The privacy settings in Kik don't block contact from strangers, or effectively hide new messages from strangers. Messages from new contacts or strangers are placed in the main message window at the bottom, by turning on the 2 privacy settings, "Message Preview" and "Notify for New People" all that does, is place a message from a stranger or new contact, in the main message window, but blurrs the profile picture and any photo they may send. If you then click on the message to find out if it's a friend...as so many kids make up user names it could be, it reveals the picture and clicking accept reveals the profile picture. There are many reports of strangers and Porn Bots sending kids porn pictures as way of first introduction. And increasing reports of predators using Kik Messenger to extort nude photos from kids. There are many websites set up, that have collected user names and profiles on Kik and advertise them by category, girl or boy, ages etc... Kik Messenger is also rated 17+ on the app stores. Please update the review of Kik. This is one very dangerous app.

The basis of Heterophily Theory was the finding in one study that more numerous weak ties can be important in seeking information and innovation, as cliques have a tendency to have more homogeneous opinions as well as share many common traits. This homophilic tendency was the reason for the members of the cliques to be attracted together in the first place. However, being similar, each member of the clique would also know more or less what the other members knew. To find new information or insights, members of the clique will have to look beyond the clique to its other friends and acquaintances. This is what Granovetter called "the strength of weak ties".[47]
TweetDeck is totally free and perfect for those who need to manage multiple accounts, follow specific hashtags, reply to lots of other users and see exactly what's being tweeted in real time. You can organize everything you need in separate columns so you can see all of it on one screen. Keep in mind that TweetDeck is meant for the desktop web only.
Just to give you an opinion from a teens point of view: I am 14 and I use most of these. And most of them can only be dangerous if your child is looking for danger. On Snapchat, you could be harmlessly sending pictures to your friends. In settings it gives you the option to only recieve pictures from people that you add on snapchat. Out of all of these I think instagram is the least dangerous. Like I said before you are only going to find danger if you're looking for it. You can make your page private so people must request to follow you. And you will only see other people's photos whom you follow. Out of all of these I use Twitter and Tumblr the most. On tumblr, you only see content from the blogs you follow so your child should not be following any blogs that are posting Pornographic images anyway and same with twitter. Oovoo is not bery dangerous either because you can only video chat and message people if they add you and you also add them so just make sure your kid isn't adding anyone they don't know. Omegle is really just a TERRIBLE website. Even on the safe chat people are still naked and I don't use that website at all. I LOVE VINE. Many of the 6 second videos are hilarious. I guess I would say the only problem is language. But if someone swears a lot in their vines or does something you don't like then your teen should not follow them. And of course, ***YOU CAN ALWAYS MONITOR THEIR SOCIAL MEDIAS*** Just follow them on twitter, instagram, tumblr, add them on facebook etc. You will be able to see anything they post. Unless they block you. But if they do block you, you could just take all their social media away!! CONGRAYS IF YOU READ THIS UNTIL THE END BC THIS IS SO LONG!

The role of a social media manager is easy to infer from the title, but which social networks they manage for the company depends on the industry. Above all, social media managers establish a posting schedule for the company's written and visual content. This employee might also work with the content marketing specialist to develop a strategy for which content to post on which social network.
All the cruel things were possible before digital media when social media was just signs on trees and walls. I believe digital media allows supervising adults to find out about potential threats and current wrongdoings a lot better than when they used to rely on some random shy kids by asking "you can tell me, what's going on with him/her?"--because that kid would never tell. It is easy to download an app to monitor kids and tell kids what to do and not do. But it is very hard to teach by examples, because that means we have to act as we say at all times without using get-out-of-jail-free card, "this is different" excuses. I personally believe showing kids the examples of self-disciplined and forgiving adults is more important than telling them about what more things they should not do.
There are a number of ways brands can use digital marketing to benefit their marketing efforts. The use of digital marketing in the digital era not only allows for brands to market their products and services, but also allows for online customer support through 24/7 services to make customers feel supported and valued. The use of social media interaction allows brands to receive both positive and negative feedback from their customers as well as determining what media platforms work well for them. As such, digital marketing has become an increased advantage for brands and businesses. It is now common for consumers to post feedback online through social media sources, blogs and websites on their experience with a product or brand.[25] It has become increasingly popular for businesses to use and encourage these conversations through their social media channels to have direct contact with the customers and manage the feedback they receive appropriately.
In the late 1890s, both Émile Durkheim and Ferdinand Tönnies foreshadowed the idea of social networks in their theories and research of social groups. Tönnies argued that social groups can exist as personal and direct social ties that either link individuals who share values and belief (Gemeinschaft, German, commonly translated as "community") or impersonal, formal, and instrumental social links (Gesellschaft, German, commonly translated as "society").[7] Durkheim gave a non-individualistic explanation of social facts, arguing that social phenomena arise when interacting individuals constitute a reality that can no longer be accounted for in terms of the properties of individual actors.[8] Georg Simmel, writing at the turn of the twentieth century, pointed to the nature of networks and the effect of network size on interaction and examined the likelihood of interaction in loosely knit networks rather than groups.[9] 

Thanks for this list, but I think you need to update your review of Kik Messenger. You mention just one app within Kik Oink? Kik Messenger has over 400 "cards" or apps available to connect to your Kik app. You get to these apps through the Kik app from the slide out window in the app, or from under the message window. None of these apps are verified by either Google Play or iTunes, and many are plain and simply hook up apps. Also you will find that most kids make up names for Kik, It's not correct to say that they have a real name policy they don't. You can also use Kik without verifying your email address, so it's easy for people to make up an email address to hide your identity. The privacy settings in Kik don't block contact from strangers, or effectively hide new messages from strangers. Messages from new contacts or strangers are placed in the main message window at the bottom, by turning on the 2 privacy settings, "Message Preview" and "Notify for New People" all that does, is place a message from a stranger or new contact, in the main message window, but blurrs the profile picture and any photo they may send. If you then click on the message to find out if it's a friend...as so many kids make up user names it could be, it reveals the picture and clicking accept reveals the profile picture. There are many reports of strangers and Porn Bots sending kids porn pictures as way of first introduction. And increasing reports of predators using Kik Messenger to extort nude photos from kids. There are many websites set up, that have collected user names and profiles on Kik and advertise them by category, girl or boy, ages etc... Kik Messenger is also rated 17+ on the app stores. Please update the review of Kik. This is one very dangerous app.


First of all, thanks for sharing this list. It’s really useful, but it would be great to supplement it with some kind of statistics regarding the audience who is using each of these social networks. This statistics could be valuable for different kind of marketers, bloggers or business owners because with such statistics it would be possible to plan a strategy for business in different niches, like e-commerce, paper help online, any kind of services, or use it for the purpose of self-promotions for bloggers/website owners.
Social networks and the analysis of them is an inherently interdisciplinary academic field which emerged from social psychology, sociology, statistics, and graph theory. Georg Simmel authored early structural theories in sociology emphasizing the dynamics of triads and "web of group affiliations".[2] Jacob Moreno is credited with developing the first sociograms in the 1930s to study interpersonal relationships. These approaches were mathematically formalized in the 1950s and theories and methods of social networks became pervasive in the social and behavioral sciences by the 1980s.[1][3] Social network analysis is now one of the major paradigms in contemporary sociology, and is also employed in a number of other social and formal sciences. Together with other complex networks, it forms part of the nascent field of network science.[4][5]
Establishment of customer exclusivity: A list of customers and customer's details should be kept on a database for follow up and selected customers can be sent selected offers and promotions of deals related to the customer's previous buyer behaviour. This is effective in digital marketing as it allows organisations to build up loyalty over email.[22]
Priit is the founder and CEO of DreamGrow Digital, an internet marketing and social media company. With his 20+ years internet marketing experience he is Helping companies to understand and use the digital marketing to reach their target audiences. He's also writing on a personal growth website Fixwillpower.com. He has spoken at hundreds of seminars and conferences on different aspects of internet marketing. Priit is also the organizer of Digital Elite Camp, a leading traffic and conversion event.
This social networking site enables you to post short text messages (called tweets), containing a limited number of characters (up to 140), to convey your message to the world. With the growing craze for online shopping, Twitter also makes it possible to promote your businesses and even shop directly through tweets. Learn how to create the perfect Twitter profile.
Every time you leave your account active on your computer those little Facebook linkis that are now at the bottom of most of the pages you go to report your browsing history back to Facebook. Who the hell do they think they are? I have never created a Facebook account yet through accounts of Friends I see my full name identified. Yes, I agree whole heatedly we need an alternative other then Facebook.
The thing about Tumblr is that things are separated by "tags". Unless you follow a person who posts content with tags like "nsfw" which is usually used for porn or you look up a tag yourself, you will not come across this content. You can also block tags, or "blacklist" them so that you won't come across them. There are some great resources like writing activities and tips, craft instructions that are available on Tumblr (and you don't have to have a blog to go directly to it). The password protected blog is your second blog, but you don't have to put anything on the first and just post from the second. Those are all tips that I find useful about that website because of its rise in popularity. And about websites giving information to the police: there was an incident that happened in my city where a girl was posting a Gossip-girl like Tumblr blog and it spread. There were students who tried to contact Tumblr support to remove the blog as it had some raunchy pictures, but they could not do anything about it since they were not the ones actually in the pictures. I know that the blog was taken down after someone called the police -- it was actually child pornography due to the nature of some of the pictures. They were able to track the student down and she ended up getting expelled. 

A social network is a social structure made up of a set of social actors (such as individuals or organizations), sets of dyadic ties, and other social interactions between actors. The social network perspective provides a set of methods for analyzing the structure of whole social entities as well as a variety of theories explaining the patterns observed in these structures.[1] The study of these structures uses social network analysis to identify local and global patterns, locate influential entities, and examine network dynamics.
A Coursera Specialization is a series of courses that helps you master a skill. To begin, enroll in the Specialization directly, or review its courses and choose the one you'd like to start with. When you subscribe to a course that is part of a Specialization, you’re automatically subscribed to the full Specialization. It’s okay to complete just one course — you can pause your learning or end your subscription at any time. Visit your learner dashboard to track your course enrollments and your progress.
Unlike most offline marketing efforts, digital marketing allows marketers to see accurate results in real time. If you've ever put an advert in a newspaper, you'll know how difficult it is to estimate how many people actually flipped to that page and paid attention to your ad. There's no surefire way to know if that ad was responsible for any sales at all.

First of all, thanks for sharing this list. It’s really useful, but it would be great to supplement it with some kind of statistics regarding the audience who is using each of these social networks. This statistics could be valuable for different kind of marketers, bloggers or business owners because with such statistics it would be possible to plan a strategy for business in different niches, like e-commerce, paper help online, any kind of services, or use it for the purpose of self-promotions for bloggers/website owners.


Establishment of customer exclusivity: A list of customers and customer's details should be kept on a database for follow up and selected customers can be sent selected offers and promotions of deals related to the customer's previous buyer behaviour. This is effective in digital marketing as it allows organisations to build up loyalty over email.[22]
I completely agree with you, Cyber Safety Lady. I think the Common Sense Media review of Kik needs to be updated. The sub-apps of Kik (available via a side swipe) offer their own versions of YouTube, Internet Browser, Image searching and more. There are parents out there that may think that turning off Safari will prohibit their child from accessing YouTube or other inappropriate content; however, Kik is a backdoor for your children to access these very sites. The problem with the CSM review of Kik is that it falls into the trap of categorizing the app as a "texting" app, but it is much, much more! Please re-evaluate the product and see if you agree that your review needs to be updated. Thank you Cyber Safety Lady! (I think I originally learned of the holes in Kik from you!)

Digital media is so pervasive that consumers have access to information any time and any place they want it. Gone are the days when the messages people got about your products or services came from you and consisted of only what you wanted them to know. Digital media is an ever-growing source of entertainment, news, shopping and social interaction, and consumers are now exposed not just to what your company says about your brand, but what the media, friends, relatives, peers, etc., are saying as well. And they are more likely to believe them than you. People want brands they can trust, companies that know them, communications that are personalized and relevant, and offers tailored to their needs and preferences.


Shifting the focus to the time span, we may need to measure some "Interim Metrics", which give us some insight during the journey itself, as well as we need to measure some "Final Metrics" at the end of the journey to inform use if the overall initiative was successful or not. As an example, most of social media metrics and indicators such as likes, shares and engagement comments may be classified as interim metrics while the final increase/decrease in sales volume is clearly from the final category.
Communication Studies are often considered a part of both the social sciences and the humanities, drawing heavily on fields such as sociology, psychology, anthropology, information science, biology, political science, and economics as well as rhetoric, literary studies, and semiotics. Many communication concepts describe the transfer of information from one source to another, and can thus be conceived of in terms of a network.
Contact with strangers is part of the experience. While it's great for kids to be able to feel a sense of belonging and kinship with others, the mix of kids and adults blended with all varieties of chat makes it risky. Also, unless a kid is in a closed group, everything they post is public, and other users can search for them. Make sure your kid's location is not included in their profile.
To create an effective DMP, a business first needs to review the marketplace and set 'SMART' (Specific, Measurable, Actionable, Relevant and Time-Bound) objectives.[60] They can set SMART objectives by reviewing the current benchmarks and key performance indicators (KPIs) of the company and competitors. It is pertinent that the analytics used for the KPIs be customised to the type, objectives, mission and vision of the company.[61][62]
Why Facebook decided to remove access to your messages from the official app is a mystery that we're all still trying to solve. But still, if you chat with your Facebook friend often, then Messenger is a must-have. The app lets you send messages to your friends or create group chats, and it's also a way to reach out to businesses directly. Messenger also includes access to stickers, GIFs, voice and video calls, and you can even pay people directly through Messenger.
In J.A. Barnes' day, a "community" referred to a specific geographic location and studies of community ties had to do with who talked, associated, traded, and attended church with whom. Today, however, there are extended "online" communities developed through telecommunications devices and social network services. Such devices and services require extensive and ongoing maintenance and analysis, often using network science methods. Community development studies, today, also make extensive use of such methods.
The criteria and metrics can be classified according to its type and time span. Regarding the type, we can either evaluate these campaigns "Quantitatively" or "Qualitatively". Quantitative metrics may include "Sales Volume" and "Revenue Increase/Decrease". While qualitative metrics may include the enhanced "Brand awareness, image and health" as well as the "relationship with the customers".
My son switched from txt msg to Kik about a month ago and it really threw me for a loop. I was used to randomly checking his texts, but took me a couple of weeks to realize his text inbox was empty because he had switched to a new app. He texts constantly, usually to girls, and his content is too provocative and sometimes completely crosses the line. As much as we redirect him and counsel him and consequence him on this, he seems to keep doing whatever he can get away with. Now, my husband and I are thinking of uninstalling all of his apps except ones for productivity, like calendar and checklists. we may still allow the camera, but that seems harmless as long as there's no app to post the actual pics. I'm wondering if this move will be so extreme that it starts a tug of war. Any thoughts?
Thanks Paula for commenting. I sometimes feel the same about Facebook, although I still think that it’s a great tool to have, especially in my area of work ( affiliate marketing ). I get your point that there is no real alternative to Facebook, but what the other networks don’t want to do is become a Facebook. They want to offer something different which is how they can make in-roads on the Facebook monster.
In demography, the study of social networks has led to new sampling methods for estimating and reaching populations that are hard to enumerate (for example, homeless people or intravenous drug users.) For example, respondent driven sampling is a network-based sampling technique that relies on respondents to a survey recommending further respondents.
With brands using the Internet space to reach their target customers; digital marketing has become a beneficial career option as well. At present, companies are more into hiring individuals familiar in implementing digital marketing strategies and this has led the stream to become a preferred choice amongst individuals inspiring institutes to come up and offer professional courses in Digital Marketing.
Learn the introductory theory and strategy behind marketing analytics that provides marketers with the foundation needed to apply data analytics to real-world challenges they confront daily in their professional lives. This course is part of the iMBA offered by the University of Illinois, a flexible, fully-accredited online MBA at an incredibly competitive price. For more information, please see the Resource page in this course and onlinemba.illinois.edu.
The digital revolution has led to a titanic shift in the landscape of the marketing communication, while also creating new opportunities for businesses to reach and engage consumers through smart, social, and mobile media technologies. In this course, you will learn about the impacts of digital technologies on marketing communication strategies and practices. By understanding the underlying processes of marketing communication and the core features of new media technologies, you can strategically select the appropriate channels to deliver the right marketing message to the right audience at the right moment.
Using Dr Dave Chaffey's approach, the digital marketing planning (DMP) has three main stages: Opportunity, Strategy and Action. He suggests that any business looking to implement a successful digital marketing strategy must structure their plan by looking at opportunity, strategy and action. This generic strategic approach often has phases of situation review, goal setting, strategy formulation, resource allocation and monitoring.[59]
One of the most popular social networks with the younger crowd right now is Snapchat. With Snapchat, you can capture life's best moments as they happen. There are a ton of fun effects and even special promo lenses to use to spruce up your selfie or photo as well. And with a lot of brands on the network, there's unique content that you won't find elsewhere, and it's even a place to get your news, believe it or not. Everything you post on Snapchat stays for 24 hours before it's deleted, but remember that people can screenshot what you post, so be mindful!
How are you transforming mass online marketing to one-to-one interaction and engagement in your online marketing plans? How do you become a source of valued content for your customer? Always focus on the customer care. Be consultative in your online conversation. Seek to ask and go deeper into a prospect's business challenge, and be very honest in your marketing campaigns to ensure you are progressively qualifying the prospect.
Every time you leave your account active on your computer those little Facebook linkis that are now at the bottom of most of the pages you go to report your browsing history back to Facebook. Who the hell do they think they are? I have never created a Facebook account yet through accounts of Friends I see my full name identified. Yes, I agree whole heatedly we need an alternative other then Facebook.
In general, social networks are self-organizing, emergent, and complex, such that a globally coherent pattern appears from the local interaction of the elements that make up the system.[32][33] These patterns become more apparent as network size increases. However, a global network analysis[34] of, for example, all interpersonal relationships in the world is not feasible and is likely to contain so much information as to be uninformative. Practical limitations of computing power, ethics and participant recruitment and payment also limit the scope of a social network analysis.[35][36] The nuances of a local system may be lost in a large network analysis, hence the quality of information may be more important than its scale for understanding network properties. Thus, social networks are analyzed at the scale relevant to the researcher's theoretical question. Although levels of analysis are not necessarily mutually exclusive, there are three general levels into which networks may fall: micro-level, meso-level, and macro-level.
As a clinical psychologist and speaker on raising kids in the Instant Gratification Generation, I found this to be extremely helpful and to the point. I have shared it with many parents. New apps are developed all the time so sharing this information is the best way for parents to know what is out there. In our area the app causing an rash of cyberbullying and threats to schools is the "anonymous" app called Burnbook, which is based on the Burn Book from the movie Mean Girls.
Who would have thought this was the history of Facebook? well - I'm sure it's heavily dramatized. The director did an amazing job here as did the main cast. The music by Trent Reznor and Atticus Ross set the tone so well (and is great music to work out to, incidentally). As I'm sure facebook will be around for a long time, so too will the legacy of this movie.
Skype, owned by Microsoft, is one of the most popular communication-based social networking platforms. It allows you to connect with people through voice calls, video calls (using a webcam) and text messaging. You can even conduct group conference calls. And, the best part is that Skype-to-Skype calls are free and can be used to communicate with anyone, located in any part of the world, over the internet.
What a horrible thing to happen. It is so important that we don't rush to allow our kids to use social media too early. They need to be mature enough to be able to spot predators, and old enough to tell parents if it happens. It's also so important that parents educate themselves on what these apps, do. What the content is inside the apps ,does it have privacy settings that actually block and protect your child. Sadly so many parents don't seek out education around technology or cyber safety. Most parents think it won't happen to their child, they also believe they know enough. I teach I.T teachers about cyber safety. Cyber Safety education is a very specialised area, no matter how much experience you have with computers and the internet, parents need to learn HOW their kids are using these things. Don't think you know enough...find out for sure! If you have the opportunity to attend a technology or cyber safety talk please go, and take your friends. Knowledge is power.
Kik- it's rated 17+ for a reason. ooVoo I have never heard of before. WhatsApp- heard of it, but it's not popular in my social circle, so I unfortunately can't supply any useful information. Instagram- fairly safe to use. Most of my friends just use it to chat with one another. Just make sure your kid sets theirs to private, and they should be fine. Tumblr- can have inappropriate content(porn, "smut", profanity, graphic images of self-harm, drug use, etc.), but is generally fine since content that one will come across is determined by who one follows and which tags they search for. Radical politics are a theme throughout the website, too, but as long as you keep tabs on your kid's blog, it should be fine. Twitter- can have profanity, but generally fairly safe to use. It's good as long as it's set to private. Vine- has plenty of inappropriate content. Not necessarily appropriate for every teen(let alone tweens), but most of it is just annoying stuff that kids at school will quote until they've sucked all the humor out of it. Burn Note- never heard of it, let alone used it before. Snapchat- pretty tame. Usually just videos of people acting like idiots and silly face selfies. Whisper- can have some pretty dark content. If I were a parent, I wouldn't let a kid use it. Yik-Yak- I'd watch them pretty closely if they're using this one. MeetMe- never heard of this. Omegle- keep them away from this. This is clearly for adults. Skout- don't know much about it, but I've heard of it. Tinder- this and Grindr are both hook-up apps that should probably not be used by teenagers, though they should be fine for adults. A few more to add: Google+- practically no one uses this, but it should be fine. Reddit- as long as they only subscribe to appropriate subs, it should be fine. They probably won't tell you they use Reddit if they do, though—it kinda defeats the purpose. Pinterest- absolutely fine for everyone. They might use Pinterest instead of doing their homework, though, so be warned... 4chan- if your teen is using this site, throw their computer out the window. 4chan isn't even appropriate for adults. MySpace- if your kid is using this, they may have blows to their self-esteem due to them not being ranked as their best friend's best friend. FaceBook- fewer teens are using this anymore. It's mostly just parents. I don't even know anyone under the age of 25 who uses this. Vimeo- kind of like YouTube, but fewer trolls in the comments section. YouTube- tons of profanity. Make sure they're only watching appropriate stuff. Voat- basically a European clone of Reddit. People who get banned from Reddit flock to there, though, so it's basically filled with the worst of Reddit. Digg- basically no one uses this. LinkedIn- teenagers will probably not be using this. It's usually accountants and businesspeople who are looking to get jobs. Flick- photosharing. Mostly photography. iFunny- funny pictures and internet memes. Lots of swearing, but the content itself is pretty tame. LiveJournal- don't know too much about this, but it's pretty much like its name. WattPad- monitor their use of this. It has lots of erotic fan-fiction. Text messaging- don't read these unless you have reason to believe they are in danger. It's kind of like reading their diary, if their diary was a chat log. Telephone- this is used less and less and texting more and more, but they'll be fine if they're using the phone to call people. Don't eavesdrop on their conversations, though. That's snooping, and those are private (to them, the person they called, and the NSA : ) FaceTime/Skype- they should be fine, but make sure they're safe if they're skyping or facetiming a boyfriend or girlfriend. Actually talking to people- if they're doing this, be glad. Don't eavesdrop. This is the most private mode of communication. : ) Basically, as a rule of thumb, if it's on the web for anyone to access, checking it out is fine and is never snooping, but if you're stealing their phone in order to read their text messages one they've fallen asleep, that's snooping, and it's probably going to make them trust you less. Also, teenagers might sign up for social media accounts without your permission or knowledge. This is pretty normal, and usually is fine, but sometimes can be dangerous. If they're over the age of 13, they can legally sign up for many social media accounts without parental permission, but it still is technically you responsibility as a parent to do your best to keep them safe online. Be aware of their online activity, but don't be nagging or nosy or disrespect their privacy. Hopefully this has been helpful : )
Scale-free networks: A scale-free network is a network whose degree distribution follows a power law, at least asymptotically. In network theory a scale-free ideal network is a random network with a degree distribution that unravels the size distribution of social groups.[43] Specific characteristics of scale-free networks vary with the theories and analytical tools used to create them, however, in general, scale-free networks have some common characteristics. One notable characteristic in a scale-free network is the relative commonness of vertices with a degree that greatly exceeds the average. The highest-degree nodes are often called "hubs", and may serve specific purposes in their networks, although this depends greatly on the social context. Another general characteristic of scale-free networks is the clustering coefficient distribution, which decreases as the node degree increases. This distribution also follows a power law.[44] The Barabási model of network evolution shown above is an example of a scale-free network. 

Also, sooo much of social media is being used for political propagandizing & pushing political interests – especially on fb – that it’s turned me off, temporarily. Is there a vehicle on these platforms that allows one to only get notifications on specific topics, say if I was to use it for biz marketing, only seeing those posts but have the ability to pull up ALL other posts, if want to? Lastly, can the comment section come first before having to scroll down on all 90 odd comments -i. e. is there a way to ‘fast forward’ thru them when one wishes to just make a comment?
As mentioned earlier, technology and the internet allows for 24 hours a day, 7 days a week service for customers as well as enabling them to shop online at any hour of that day or night, not just when the shops are over and across the whole world. This is a huge advantage for retailers to use it and direct customers from the store to its online store. It has also opened up an opportunity for companies to only be online based rather than having an outlet or store due to the popularity and capabilities of digital marketing.
For the social media strategist who's crazy about measuring analytics, SpredFast is the tool that excels at data feature integration. Manage and measure data gathered from all sorts of social platforms to see how many people you are reaching and whether or not your target audience is appropriately engaging with your content. The data is presented in formatted graphs, which you can use to compare and benchmark campaigns against other strategies.
Social networks and the analysis of them is an inherently interdisciplinary academic field which emerged from social psychology, sociology, statistics, and graph theory. Georg Simmel authored early structural theories in sociology emphasizing the dynamics of triads and "web of group affiliations".[2] Jacob Moreno is credited with developing the first sociograms in the 1930s to study interpersonal relationships. These approaches were mathematically formalized in the 1950s and theories and methods of social networks became pervasive in the social and behavioral sciences by the 1980s.[1][3] Social network analysis is now one of the major paradigms in contemporary sociology, and is also employed in a number of other social and formal sciences. Together with other complex networks, it forms part of the nascent field of network science.[4][5]
A social capital broker also reaps control benefits of being the facilitator of information flow between contacts. In the case of consulting firm Eden McCallum, the founders were able to advance their careers by bridging their connections with former big three consulting firm consultants and mid-size industry firms.[65] By bridging structural holes and mobilizing social capital, players can advance their careers by executing new opportunities between contacts.
The development of digital marketing is inseparable from technology development. One of the key points in the start of was in 1971, where Ray Tomlinson sent the very first email and his technology set the platform to allow people to send and receive files through different machines.[8] However, the more recognisable period as being the start of Digital Marketing is 1990 as this was where the Archie search engine was created as an index for FTP sites. In the 1980s, the storage capacity of computer was already big enough to store huge volumes of customer information. Companies started choosing online techniques, such as database marketing, rather than limited list broker.[9] This kind of databases allowed companies to track customers' information more effectively, thus transforming the relationship between buyer and seller. However, the manual process was not so efficient.
Communication Studies are often considered a part of both the social sciences and the humanities, drawing heavily on fields such as sociology, psychology, anthropology, information science, biology, political science, and economics as well as rhetoric, literary studies, and semiotics. Many communication concepts describe the transfer of information from one source to another, and can thus be conceived of in terms of a network.

It is important for a firm to reach out to consumers and create a two-way communication model, as digital marketing allows consumers to give back feed back to the firm on a community based site or straight directly to the firm via email.[24] Firms should seek this long term communication relationship by using multiple forms of channels and using promotional strategies related to their target consumer as well as word-of mouth marketing.[24]
YouTube is the world’s largest video-sharing social networking site that enables users to upload and share videos, view them, comment on them and like them. This social network is accessible across the globe and even enables users to create a YouTube channel where they can upload all their personally recorded videos to showcase to their friends and followers.
On a fall night in 2003, Harvard undergrad and computer programming genius Mark Zuckerberg sits down at his computer and heatedly begins working on a new idea. In a fury of blogging and programming, what begins in his dorm room soon becomes a global social network and a revolution in communication. A mere six years and 500 million friends later, Mark Zuckerberg is the youngest billionaire in history... but for this entrepreneur, success leads to both personal and legal complications. Written by Columbia Pictures 

A key objective is engaging digital marketing customers and allowing them to interact with the brand through servicing and delivery of digital media. Information is easy to access at a fast rate through the use of digital communications. Users with access to the Internet can use many digital mediums, such as Facebook, YouTube, Forums, and Email etc. Through Digital communications it creates a Multi-communication channel where information can be quickly exchanged around the world by anyone without any regard to whom they are.[28] Social segregation plays no part through social mediums due to lack of face to face communication and information being wide spread instead to a selective audience. This interactive nature allows consumers create conversation in which the targeted audience is able to ask questions about the brand and get familiar with it which traditional forms of Marketing may not offer.[29]
The criteria and metrics can be classified according to its type and time span. Regarding the type, we can either evaluate these campaigns "Quantitatively" or "Qualitatively". Quantitative metrics may include "Sales Volume" and "Revenue Increase/Decrease". While qualitative metrics may include the enhanced "Brand awareness, image and health" as well as the "relationship with the customers".
Hello! I’m writing a blog post for the digital marketing agency I work for about social media, and I would like to use information from this post along with the Top 15 Most Popular Social Networking Sites graphic in the blog post. We would of course give credit and link back to this post. Feel free to check out our blog here: https://www.bluemagnetinteractive.com/blog/ and let me know!
As mentioned earlier, technology and the internet allows for 24 hours a day, 7 days a week service for customers as well as enabling them to shop online at any hour of that day or night, not just when the shops are over and across the whole world. This is a huge advantage for retailers to use it and direct customers from the store to its online store. It has also opened up an opportunity for companies to only be online based rather than having an outlet or store due to the popularity and capabilities of digital marketing.
My child was lured by a complete stranger on Instagram. I am NOT a lax parent, in fact, very far from it, but you CAN NOT compete with a predator. They are professionals. They can be anyone they want on a profile, and kids generally believe this stuff. Kids want more "likes" and followers. These predators can know where your kids go to school, anything they want just by keeping up with your kids posts! Please BE NOSEY! Don't make the mistake I made, and then have to deal with what we are dealing with. This is literally every parents nightmare. It's a hard toss-up because you want your kids to be able to contact you, but at what cost? Their lives? I know mine is LITERALLY lucky to be alive. Predators manipulate, lie, groom, tell your kids what they want to hear. If you live in a small area like we do, it wouldn't be hard just from following posts to find out where you live, where your kids go to school. You think this could never happen to you, BUT IT CAN HAPPEN, and does happen WAY MORE THAN YOU THINK! I think I read it's a 100% chance kids will be contacted by a predator online these days no matter how strict you are (I was very strict and always wanted to be in the know about what our kid was doing, with whom, and where) but it still wasn't enough. Now my child is a victim, we get to go through a lengthy court battle b/c I had this person arrested, and I also have to carry the guilt of providing them with a cell phone. It's not just the kids that have no supervision, trust me, PLEASE, if a predator wants to get at your kid, they will. This is why they are called predators because they PREY on kids. I hope that someone reads this and at least considers what I am telling you, because if one kid doesn't have to go through what we are going through, it was worth making this comment!
In general, meso-level theories begin with a population size that falls between the micro- and macro-levels. However, meso-level may also refer to analyses that are specifically designed to reveal connections between micro- and macro-levels. Meso-level networks are low density and may exhibit causal processes distinct from interpersonal micro-level networks.[39]

Digital marketing planning is a term used in marketing management. It describes the first stage of forming a digital marketing strategy for the wider digital marketing system. The difference between digital and traditional marketing planning is that it uses digitally based communication tools and technology such as Social, Web, Mobile, Scannable Surface.[57][58] Nevertheless, both are aligned with the vision, the mission of the company and the overarching business strategy.[59]
The social network is a theoretical construct useful in the social sciences to study relationships between individuals, groups, organizations, or even entire societies (social units, see differentiation). The term is used to describe a social structure determined by such interactions. The ties through which any given social unit connects represent the convergence of the various social contacts of that unit. This theoretical approach is, necessarily, relational. An axiom of the social network approach to understanding social interaction is that social phenomena should be primarily conceived and investigated through the properties of relations between and within units, instead of the properties of these units themselves. Thus, one common criticism of social network theory is that individual agency is often ignored[6] although this may not be the case in practice (see agent-based modeling). Precisely because many different types of relations, singular or in combination, form these network configurations, network analytics are useful to a broad range of research enterprises. In social science, these fields of study include, but are not limited to anthropology, biology, communication studies, economics, geography, information science, organizational studies, social psychology, sociology, and sociolinguistics.
In criminology and urban sociology, much attention has been paid to the social networks among criminal actors. For example, Andrew Papachristos[50] has studied gang murders as a series of exchanges between gangs. Murders can be seen to diffuse outwards from a single source, because weaker gangs cannot afford to kill members of stronger gangs in retaliation, but must commit other violent acts to maintain their reputation for strength.
The Nielsen Global Connected Commerce Survey conducted interviews in 26 countries to observe how consumers are using the Internet to make shopping decisions in stores and online. Online shoppers are increasingly looking to purchase internationally, with over 50% in the study who purchased online in the last six months stating they bought from an overseas retailer.[23]

Owned by the tech giant Alphabet (Google), this interest-based social networking platform enables you to stay in touch with people by sharing messages, photos, videos, useful links to sites and so on. It also extends support for video conferencing through Hangouts and allows businesses to promote their brands and products through Google+ business pages.

In general, meso-level theories begin with a population size that falls between the micro- and macro-levels. However, meso-level may also refer to analyses that are specifically designed to reveal connections between micro- and macro-levels. Meso-level networks are low density and may exhibit causal processes distinct from interpersonal micro-level networks.[39]
Digital marketing is the use of the internet, mobile devices, social media, search engines, display advertising and other channels to reach consumers. As a subset of traditional marketing, digital marketing goes beyond the internet to include Short Message Service (SMS), Simple Notification Service (SNS), search engine optimization (SEO), electronic or interactive billboards and other online ads (such as banner ads) to promote products and services. Some marketing experts consider digital marketing to be an entirely new endeavor that requires a new way of approaching customers and new ways of understanding how customers behave compared to traditional marketing.
If you don't want to pay for Tweetbot but don't like the official Twitter app either, then another good alternative is Twitterrific. You'll get chronological timelines with no ads, support for lists, mute filters for keywords and phrases, and plenty of customization options, like theming. Twitterrific also has multi-image support, and it's available on both your iPhone and iPad. Plus, it's free, with a tip jar if you choose to support the developers.
The third and final stage requires the firm to set a budget and management systems; these must be measurable touchpoints, such as audience reached across all digital platforms. Furthermore, marketers must ensure the budget and management systems are integrating the paid, owned and earned media of the company.[67] The Action and final stage of planning also requires the company to set in place measurable content creation e.g. oral, visual or written online media.[68]
By the 1970s, a growing number of scholars worked to combine the different tracks and traditions. One group consisted of sociologist Harrison White and his students at the Harvard University Department of Social Relations. Also independently active in the Harvard Social Relations department at the time were Charles Tilly, who focused on networks in political and community sociology and social movements, and Stanley Milgram, who developed the "six degrees of separation" thesis.[25] Mark Granovetter[26] and Barry Wellman[27] are among the former students of White who elaborated and championed the analysis of social networks.[26][28][29][30]

The criteria and metrics can be classified according to its type and time span. Regarding the type, we can either evaluate these campaigns "Quantitatively" or "Qualitatively". Quantitative metrics may include "Sales Volume" and "Revenue Increase/Decrease". While qualitative metrics may include the enhanced "Brand awareness, image and health" as well as the "relationship with the customers".


With offline marketing, it's very difficult to tell how people are interacting with your brand before they have an interaction with a salesperson or make a purchase. With digital marketing, you can identify trends and patterns in people's behavior before they've reached the final stage in their buyer's journey, meaning you can make more informed decisions about how to attract them to your website right at the top of the marketing funnel.
Unlike most offline marketing efforts, digital marketing allows marketers to see accurate results in real time. If you've ever put an advert in a newspaper, you'll know how difficult it is to estimate how many people actually flipped to that page and paid attention to your ad. There's no surefire way to know if that ad was responsible for any sales at all.

Marketers use social networking for increasing brand recognition and loyalty. Because it makes the company more accessible to new customers and more recognizable for existing customers, social networking helps promote a brand’s voice and content. For example, a frequent Twitter user may hear of a company for the first time through a news feed and decide to buy a product or service. The more exposed people are to a company’s brand, the greater the company's chances of finding and retaining new customers.

On a fall night in 2003, Harvard undergrad and computer programming genius Mark Zuckerberg sits down at his computer and heatedly begins working on a new idea. In a fury of blogging and programming, what begins in his dorm room soon becomes a global social network and a revolution in communication. A mere six years and 500 million friends later, Mark Zuckerberg is the youngest billionaire in history... but for this entrepreneur, success leads to both personal and legal complications. Written by Columbia Pictures
Establishment of customer exclusivity: A list of customers and customer's details should be kept on a database for follow up and selected customers can be sent selected offers and promotions of deals related to the customer's previous buyer behaviour. This is effective in digital marketing as it allows organisations to build up loyalty over email.[22]
To create an effective DMP, a business first needs to review the marketplace and set 'SMART' (Specific, Measurable, Actionable, Relevant and Time-Bound) objectives.[60] They can set SMART objectives by reviewing the current benchmarks and key performance indicators (KPIs) of the company and competitors. It is pertinent that the analytics used for the KPIs be customised to the type, objectives, mission and vision of the company.[61][62] 

A content marketer, for example, can create a series of blog posts that serve to generate leads from a new ebook the business recently created. The company's social media marketer might then help promote these blog posts through paid and organic posts on the business's social media accounts. Perhaps the email marketer creates an email campaign to send those who download the ebook more information on the company. We'll talk more about these specific digital marketers in a minute.

In general, meso-level theories begin with a population size that falls between the micro- and macro-levels. However, meso-level may also refer to analyses that are specifically designed to reveal connections between micro- and macro-levels. Meso-level networks are low density and may exhibit causal processes distinct from interpersonal micro-level networks.[39]
Digital marketing is the use of the internet, mobile devices, social media, search engines, display advertising and other channels to reach consumers. As a subset of traditional marketing, digital marketing goes beyond the internet to include Short Message Service (SMS), Simple Notification Service (SNS), search engine optimization (SEO), electronic or interactive billboards and other online ads (such as banner ads) to promote products and services. Some marketing experts consider digital marketing to be an entirely new endeavor that requires a new way of approaching customers and new ways of understanding how customers behave compared to traditional marketing. 

The new digital era has enabled brands to selectively target their customers that may potentially be interested in their brand or based on previous browsing interests. Businesses can now use social media to select the age range, location, gender and interests of whom they would like their targeted post to be seen by. Furthermore, based on a customer's recent search history they can be ‘followed’ on the internet so they see advertisements from similar brands, products and services,[38] This allows businesses to target the specific customers that they know and feel will most benefit from their product or service, something that had limited capabilities up until the digital era.
Learn the introductory theory and strategy behind marketing analytics that provides marketers with the foundation needed to apply data analytics to real-world challenges they confront daily in their professional lives. This course is part of the iMBA offered by the University of Illinois, a flexible, fully-accredited online MBA at an incredibly competitive price. For more information, please see the Resource page in this course and onlinemba.illinois.edu. 

Thanks for the great list and info Kelly! My 14 year old desperately wants to be using some of these apps. We have resisted so far, but realize that she really is an anomaly at this point so are now considering letting her at least use Instagram (as long as we come up with agreements about privacy settings etc). I've read that teens shouldn't use their real name/photo on their profile as it's publically searchable (despite the privacy settings). I see almost all her peers using their real name and photo, and they say it's so they are searchable to friends. Makes sense, but seems unsafe - any tips on this?
The third and final stage requires the firm to set a budget and management systems; these must be measurable touchpoints, such as audience reached across all digital platforms. Furthermore, marketers must ensure the budget and management systems are integrating the paid, owned and earned media of the company.[67] The Action and final stage of planning also requires the company to set in place measurable content creation e.g. oral, visual or written online media.[68]
Prioritizing clicks refers to display click ads, although advantageous by being ‘simple, fast and inexpensive’ rates for display ads in 2016 is only 0.10 percent in the United States. This means one in a thousand click ads are relevant therefore having little effect. This displays that marketing companies should not just use click ads to evaluate the effectiveness of display advertisements (Whiteside, 2016).[42]
Great works of art define more than just what is on display. They define a culture, a generation. What makes The Great Gatsby such a monumental piece of literature is not just the story or the interesting struggle between characters. It is the fact that The Great Gatsby defines an era in more than one way that makes it such a great novel. The Social Network is the Gatsby of our time. The themes that persist in this movie are so culturally significant and spot-on that it would be cheating yourself to not watch this movie. The Social Network is superbly directed and acted. The story is brilliant. The soundtrack is perfect. In addition to being incredibly well-made and culturally significant, this movie is also wildly engaging and entertaining. The Social Network is the best movie of 2011, if not also one of the greatest triumphs in cinema ever.
A disadvantage of digital advertising is the large amount of competing goods and services that are also using the same digital marketing strategies. For example, when someone searches for a specific product from a specific company online, if a similar company uses targeted advertising online then they can appear on the customer's home page, allowing the customer to look at alternative options for a cheaper price or better quality of the same product or a quicker way of finding what they want online.
A disadvantage of digital advertising is the large amount of competing goods and services that are also using the same digital marketing strategies. For example, when someone searches for a specific product from a specific company online, if a similar company uses targeted advertising online then they can appear on the customer's home page, allowing the customer to look at alternative options for a cheaper price or better quality of the same product or a quicker way of finding what they want online.
Now imagine you had that brochure on your website instead. You can measure exactly how many people viewed the page where it's hosted, and you can collect the contact details of those who download it by using forms. Not only can you measure how many people are engaging with your content, but you're also generating qualified leads when people download it.
First of all, thanks for sharing this list. It’s really useful, but it would be great to supplement it with some kind of statistics regarding the audience who is using each of these social networks. This statistics could be valuable for different kind of marketers, bloggers or business owners because with such statistics it would be possible to plan a strategy for business in different niches, like e-commerce, paper help online, any kind of services, or use it for the purpose of self-promotions for bloggers/website owners.
In the late 1890s, both Émile Durkheim and Ferdinand Tönnies foreshadowed the idea of social networks in their theories and research of social groups. Tönnies argued that social groups can exist as personal and direct social ties that either link individuals who share values and belief (Gemeinschaft, German, commonly translated as "community") or impersonal, formal, and instrumental social links (Gesellschaft, German, commonly translated as "society").[7] Durkheim gave a non-individualistic explanation of social facts, arguing that social phenomena arise when interacting individuals constitute a reality that can no longer be accounted for in terms of the properties of individual actors.[8] Georg Simmel, writing at the turn of the twentieth century, pointed to the nature of networks and the effect of network size on interaction and examined the likelihood of interaction in loosely knit networks rather than groups.[9]
A content marketer, for example, can create a series of blog posts that serve to generate leads from a new ebook the business recently created. The company's social media marketer might then help promote these blog posts through paid and organic posts on the business's social media accounts. Perhaps the email marketer creates an email campaign to send those who download the ebook more information on the company. We'll talk more about these specific digital marketers in a minute.
Connecting the dots between marketing and sales is hugely important -- according to Aberdeen Group, companies with strong sales and marketing alignment achieve a 20% annual growth rate, compared to a 4% decline in revenue for companies with poor alignment. If you can improve your customer's' journey through the buying cycle by using digital technologies, then it's likely to reflect positively on your business's bottom line.
Thanks Mike for your comment. I don’t trust Facebook either. There’s been many times where I have seen ads come up on FB of subjects that I’ve been talking about offline. Its happened on more than one occasion which is a bit scary if you ask me. Although I do think FB has had its best days and will gradually fall in user numbers as new and innovative platforms come to market over the next 5 years.
In order to engage customers, retailers must shift from a linear marketing approach of one-way communication to a value exchange model of mutual dialogue and benefit-sharing between provider and consumer.[21] Exchanges are more non-linear, free flowing, and both one-to-many or one-on-one.[5] The spread of information and awareness can occur across numerous channels, such as the blogosphere, YouTube, Facebook, Instagram, Snapchat, Pinterest, and a variety of other platforms. Online communities and social networks allow individuals to easily create content and publicly publish their opinions, experiences, and thoughts and feelings about many topics and products, hyper-accelerating the diffusion of information.[22]
It is important for a firm to reach out to consumers and create a two-way communication model, as digital marketing allows consumers to give back feed back to the firm on a community based site or straight directly to the firm via email.[24] Firms should seek this long term communication relationship by using multiple forms of channels and using promotional strategies related to their target consumer as well as word-of mouth marketing.[24]
For example, to implement PPC using Google AdWords, you'll bid against other companies in your industry to appear at the top of Google's search results for keywords associated with your business. Depending on the competitiveness of the keyword, this can be reasonably affordable, or extremely expensive, which is why it's a good idea to focus building your organic reach, too.
For example, to implement PPC using Google AdWords, you'll bid against other companies in your industry to appear at the top of Google's search results for keywords associated with your business. Depending on the competitiveness of the keyword, this can be reasonably affordable, or extremely expensive, which is why it's a good idea to focus building your organic reach, too.
In the context of networks, social capital exists where people have an advantage because of their location in a network. Contacts in a network provide information, opportunities and perspectives that can be beneficial to the central player in the network. Most social structures tend to be characterized by dense clusters of strong connections.[48] Information within these clusters tends to be rather homogeneous and redundant. Non-redundant information is most often obtained through contacts in different clusters.[49] When two separate clusters possess non-redundant information, there is said to be a structural hole between them.[49] Thus, a network that bridges structural holes will provide network benefits that are in some degree additive, rather than overlapping. An ideal network structure has a vine and cluster structure, providing access to many different clusters and structural holes.[49]
Social networks and the analysis of them is an inherently interdisciplinary academic field which emerged from social psychology, sociology, statistics, and graph theory. Georg Simmel authored early structural theories in sociology emphasizing the dynamics of triads and "web of group affiliations".[2] Jacob Moreno is credited with developing the first sociograms in the 1930s to study interpersonal relationships. These approaches were mathematically formalized in the 1950s and theories and methods of social networks became pervasive in the social and behavioral sciences by the 1980s.[1][3] Social network analysis is now one of the major paradigms in contemporary sociology, and is also employed in a number of other social and formal sciences. Together with other complex networks, it forms part of the nascent field of network science.[4][5]
Digital marketing is used to market more than just products and services. It is widely used to sell people on things such as companies, political parties and ideas. Political parties use digital marketing to target voters with positive SMS messages about their candidates and negative SMS messages about their candidates' opponents, and tailor ads to receivers who frequent particular digital channels, such as Facebook newsfeeds and YouTube channels. McDonald's created a digital "Kick the Trash" campaign to counter negative press in Germany that called the company's outside areas dirty.
With brands using the Internet space to reach their target customers; digital marketing has become a beneficial career option as well. At present, companies are more into hiring individuals familiar in implementing digital marketing strategies and this has led the stream to become a preferred choice amongst individuals inspiring institutes to come up and offer professional courses in Digital Marketing. 

Complex networks: Most larger social networks display features of social complexity, which involves substantial non-trivial features of network topology, with patterns of complex connections between elements that are neither purely regular nor purely random (see, complexity science, dynamical system and chaos theory), as do biological, and technological networks. Such complex network features include a heavy tail in the degree distribution, a high clustering coefficient, assortativity or disassortativity among vertices, community structure (see stochastic block model), and hierarchical structure. In the case of agency-directed networks these features also include reciprocity, triad significance profile (TSP, see network motif), and other features. In contrast, many of the mathematical models of networks that have been studied in the past, such as lattices and random graphs, do not show these features.[45]

Targeting, viewability, brand safety and invalid traffic: Targeting, viewability, brand safety and invalid traffic all are aspects used by marketers to help advocate digital advertising. Cookies are a form of digital advertising, which are tracking tools within desktop devices; causing difficulty, with shortcomings including deletion by web browsers, the inability to sort between multiple users of a device, inaccurate estimates for unique visitors, overstating reach, understanding frequency, problems with ad servers, which cannot distinguish between when cookies have been deleted and when consumers have not previously been exposed to an ad. Due to the inaccuracies influenced by cookies, demographics in the target market are low and vary (Whiteside, 2016).[42] Another element, which is affected within digital marketing, is ‘viewabilty’ or whether the ad was actually seen by the consumer. Many ads are not seen by a consumer and may never reach the right demographic segment. Brand safety is another issue of whether or not the ad was produced in the context of being unethical or having offensive content. Recognizing fraud when an ad is exposed is another challenge marketers face. This relates to invalid traffic as premium sites are more effective at detecting fraudulent traffic, although non-premium sites are more so the problem (Whiteside, 2016).[42]
Kids might make poor decisions to gain popularity. Because it's live video, kids can do or say anything and can respond to requests from viewers -- in real time. Though there seems to be moderation around iffy content (kids complain about having accounts suspended "for nothing"), there's plenty of swearing and occasional sharing of personal information with anonymous viewers.
By using Internet platforms, businesses can create competitive advantage through various means. To reach the maximum potential of digital marketing, firms use social media as its main tool to create a channel of information. Through this a business can create a system in which they are able to pinpoint behavioral patterns of clients and feedback on their needs.[30] This means of content has shown to have a larger impingement on those who have a long-standing relationship with the firm and with consumers who are relatively active social media users. Relative to this, creating a social media page will further increase relation quality between new consumers and existing consumers as well as consistent brand reinforcement therefore improving brand awareness resulting in a possible rise for consumers up the Brand Awareness Pyramid.[31] Although there may be inconstancy with product images;[32] maintaining a successful social media presence requires a business to be consistent in interactions through creating a two way feed of information; firms consider their content based on the feedback received through this channel, this is a result of the environment being dynamic due to the global nature of the internet.[29] Effective use of digital marketing can result in relatively lowered costs in relation to traditional means of marketing; Lowered external service costs, advertising costs, promotion costs, processing costs, interface design costs and control costs.[32]
Customers are often researching online and then buying in stores and also browsing in stores and then searching for other options online. Online customer research into products is particularly popular for higher-priced items as well as consumable goods like groceries and makeup. Consumers are increasingly using the Internet to look up product information, compare prices, and search for deals and promotions.[21]
Digital media is so pervasive that consumers have access to information any time and any place they want it. Gone are the days when the messages people got about your products or services came from you and consisted of only what you wanted them to know. Digital media is an ever-growing source of entertainment, news, shopping and social interaction, and consumers are now exposed not just to what your company says about your brand, but what the media, friends, relatives, peers, etc., are saying as well. And they are more likely to believe them than you. People want brands they can trust, companies that know them, communications that are personalized and relevant, and offers tailored to their needs and preferences.
Computer networks combined with social networking software produces a new medium for social interaction[67]. A relationship over a computerized social networking service can be characterized by context, direction, and strength. The content of a relation refers to the resource that is exchanged. In a computer mediated communication context, social pairs exchange different kinds of information, including sending a data file or a computer program as well as providing emotional support or arranging a meeting. With the rise of electronic commerce, information exchanged may also correspond to exchanges of money, goods or services in the "real" world.[68] Social network analysis methods have become essential to examining these types of computer mediated communication.
Customers are often researching online and then buying in stores and also browsing in stores and then searching for other options online. Online customer research into products is particularly popular for higher-priced items as well as consumable goods like groceries and makeup. Consumers are increasingly using the Internet to look up product information, compare prices, and search for deals and promotions.[21]
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