Now, using the photo-sharing site Instagram as a test case, Columbia researchers demonstrate how two common recommendation algorithms amplify a network effect known as homophily in which similar or like-minded people cluster together. By working out the math of how this happens, the researchers hope that their work, to be presented April 25 at the Web Conference in Lyon, can pave the way for algorithms that correct for homophily. Ana-Andreea Stoica, a graduate student at Columbia Engineering. The researchers scraped their data from Instagram in 2014, after Facebook bought the company but before automated prompts made it easier to connect with friends-of-friends. As expected, homophily played a role. The researchers found that men were 1.2 times more likely to 'like' or comment on other men's photos rather than women's, while women were just 1.1 times more likely to engage with other women. When algorithms were turned loose on this exclusive network of ultra-engaging individuals, women's visibility plunged. Though women in the top .1 percent for engagement (with at least 320 connections) outnumbered men (54 percent to 46 percent), the men were far more likely to be suggested to new users and expand their networks rapidly. Just 26 percent and 28 percent of women in the top .1 percent were likely under the Adamic-Adar and Random Walk algorithms respectively to be recommended at least 23 times and 12 times, the researchers found. Augustin Chaintreau, a computer scientist at Columbia Engineering and a member of Columbia's Data Science Institute. The study is the latest to show that recommendation algorithms, in addition to filtering content, may influence the long-term structure of a social network. Amit Sharma, a researcher at Microsoft Research India who was not involved in the study but recently spoke at Columbia about his own work exploring recommendation engines and social influence. Algorithmic interventions that balance convenience with ethical goals may be one way to address the problem, he added.
Top 10 Social Websites
Connecting with each other comes to us more easily now that we can just tap away on a keyboard and chat with a person who lives over 3000 miles away. Finding information knows no boundaries with Google on every computer in the world. As educators, this means access to more, faster, which is thrilling and mindboggling. However, it can also be frustrating and confusing with so much to choose from. How do you know which platform is the best for your goals? Which social media organization has the best resources and community? Which one would help you communicate better with your students? All of these questions flutter through our minds as our eyes wander through the gallons of information we search through. So, to simplify this daunting task for teachers, the following list consists of the best social media for teachers. A great site for connecting with other educators is edConnectr.
It gives educators several avenues with which to find other like-minded educators. A Visual Mapping Engine narrows down certain criteria allowing educators to save valuable time and energy. Edmodo acts as a playground for teaching and learning with a place for posts, calendars, and general communication for teachers and students. Linking to students becomes simpler and more efficient as well as more effective when students enjoy the presentation of it. It makes it easy to share valuable apps with students. TedEd offers a variation of TED Talks with shorter, often-animated clips of subjects such as science, technology, social studies, literature, language, art, health, psychology, and business and economics. With communities and clubs, the site also makes it effortless for collaboration. Students might need to know more about a particular lesson because they didn’t quite get it the first time. Pull them into a circle of their own with just the right tools to connect them to their path to understanding and learning.
Students love Instagram for so many reasons but mainly for the photos and effects available to them.
The great part about Facebook is that everyone is on it. Students love connecting with their friends and family with Facebook so telling them to check out the page where you post only makes sense. However, it’s very important to stay professional and have a separate personal account. The best way to use Twitter for teaching is as a reminder to students that they need to complete an assignment for a particular due date or that they have an exam coming up soon so study this or that. Sometimes teachers even use it for inspiration by sending a famous quote. Students love Instagram for so many reasons but mainly for the photos and effects available to them. Teachers can create assignments that tap into the need to Instagram such as photo essays where students take photos, upload, and add captions or students can even create campaigns for certain organizations or just for a lesson.
If you want to share videos on Facebook or Twitter, use Vimeo. But, there’s a whole lot more teachers can use it for such as uploading and storing video then utilizing it as a tool to teach students more about creating video. Vimeo teaches for you at Vimeo Video School with lessons and tutorials. With so many themes to choose from, WordPress has become a popular way for teachers to set up a web of communication and lessons with their students. Chalkboard is an educational theme that prepares students for learning and helps teachers outline goals and objectives while still providing great visuals. Teachers can also use it to inspire students to write more by having them create their own blogs and meet the WordPress Challenges. Like WordPress, Blogger connects teachers to students using unique themes as well as diary-style writing. With access to teachers’ posted links, lessons, and thoughts students become more successful and comfortable with the teacher when learning online. Using Skype means connecting with anyone, anywhere, at any time. This means students not only connect with teachers but teachers encourage students to broaden their view of the world.
Set up virtual connections by contacting other teachers then connect the students to each other. Also, Skype has a whole portal dedicated to educators who can use it to teach various lessons already set up by the Skype team. The celebrated platform for pinning favorite pix can be a great teaching and learning tool. It also encourages quick collaboration between teachers on all sorts of subjects and interests. Teachers can set up a Pinterest page for one particular class or a series of classes with Pins that focus on themes or subtopics important to the lesson at hand. Educators of any level can click on the education category within YouTube and find several subcategories such as university, science, business, and engineering. YouTube even has a special section dedicated to teachers and how to teach with it. But, even if teachers never visited that section, they could teach using all the great videos available according to subjects or searches.
If YouTube doesn’t make the cut, try TeacherTube. It’s dedicated to all sorts of education, from the basics to more complicated work. Interestingly, the tabs for docs and audio are some of the more useful resources within it. However, it’s the idea of TeacherTube and it’s tools that make it so useful because teachers can use it to communicate with students and there’s no question that this is within an educational format. Academics can monitor the effect of their research and keep tabs on the research of the other academics that they follow. It’s a great tool for anyone needing data and information on various subjects and interests. While acting as a professional social forum for employers to connect with applicants or search for potential employees, LinkedIn is used for so much more than that. Having students post professional resumes there and then contacting them about the job market and the business world around them keeps them in touch with reality and the endless possibilities through a targeted education.
Access millions of documents and hundreds of scientific news feeds by using LabRoots, a social networking site catering to scientists, engineers and technical professionals. Besides the plethora of information, it helps stay connected with colleagues and peers. Pulling students into the mix gives them a cutting edge feel and insight into precious tools and information. Ijad Madisch founded ResearchGate, which is similar to LabRoots bringing scientists together for collaboration. The difference really lies with the mission and the creators who are scientists working to give visibility to the dedicated researchers all over the world. Teachers can use this for motivation and to help students get a feel for other artists’ work. Focusing on the gallery concept, CultureInside creates space for online galleries and actual galleries. It might just be an artist’s dream if used correctly. With the guidance of a teacher, students can profit from their creativity as well. There’s also a feature called lightbox, which connects artists and helps promote artwork in other artists’ lightboxes.
On top of that, GogoYoko helps musicians and artists sell and promote their music.
GogoYoko began as a solution to the problem many musicians and artists have. They don’t make the money they deserve. Sharing and streaming music through GogoYoko keeps users listening and needing more, so teachers can use it to do the same. On top of that, GogoYoko helps musicians and artists sell and promote their music. If there’s concern about privacy, Sgrouples promotes itself as a networking site that allows users to have ultimate control over who belongs to what group. It’s supposed to reflect how we click together with our “small” group. More importantly, the site doesn’t share anyone’s information, so staying private really means anything shared, remains in that group. A French video sharing site, DailyMotion adds an edge to social media by presenting users with a “news” feed of the latest videos. Teachers can use it for themselves in order to keep up-to-date on bizarre and informative social networking but also for posting their own videos or sharing some of the unique videos available through DailyMotion.
The New York Times, Mashable, Wired, and Time magazine among others tout RebelMouse as the best tool for organizing all the social media networks any one individual uses. While also used by publishers or larger organizations, RebelMouse brings the many networks together for one person and creates a presence that fits a teacher’s agenda. Another powerful social networking manager, HootSuite makes it easier to access various forms of social media and analyze how valuable the use of one media is over another. Sometimes getting caught up in the social media craze can be overwhelming so using HootSuite helps make sense all the media at the same time. A former Publications Specialist at Florida International University where she also received a bachelor’s degree in English, Lisa Chesser left the publishing field to pursue a career in education. In her first three years of teaching Language Arts, she won an Excellence in Teaching Award for helping students achieve 50 percent learning gains. Because she’s also a writer, an editor, and an artist by trade, students often take more interest in their learning environment because she teaches them the value of it in the workplace.
Last tag covers anything over one higher than the previous max-size cap. As online social media has developed in fame in the course of recent years, it rapidly found a match made in paradise. Never was there a more qualified association than that of SEO and online social mediamarketing. The social conduits burst completely open with local like Facebook, Twitter, and Pinterest, and staying aware of clients through social out lets is a steady battle for both extensive and independent ventures. It is possible that you are neck somewhere down in tweets, pins, shares, and so on or you're viewing the stream keep running by. In the event that you are legitimately captivating your clients through online networking, you may be hysterically endeavoring to keep your head over the water. Since social is a driving variable in this change, Google and other web indexes are consolidating social movement into their list items.
About Social Media Marketing
All in all, what precisely are those driving components and how improve acknowledge social movement to amplify your online presentation? In the scan for top notch data, web indexes are benefiting from singular interpersonal organizations. The pages coming up first in seeks are resolved, to some degree, by practices and social exercises on the web. To put it plainly, every move we make (questions, offers, likes, and aversions) builds up what we see for particular indexed lists every day. It's hard to believe, but it's true; Google has changed the way we seek. Utilizing individual information to recommend substance and purchaser choices before it's even requested. In accordance with considers done on picking up consistence, trust, and believability elements of impact Google has discovered a more viable approach to speak with the normal buyer. Individuals are essentially all the more ready to go along (or buy) when they feel the source is dependable.
Keep running for your lives! We've all heard the lively notices about the "ascent of versatile and online social media marketing" and what that way to us as private customers. Also, well, OK, so they weren't generally playing, yet I don't see everybody high following it for the slopes. Security issues truly have been a noteworthy purpose of worry among online buyers, yet the intriguing thing is that the ones griping continue tapping endlessly at their consoles. While protection is, and will dependably be, a state of concern, a few people are euphoric about instantly having the capacity to relate to the aftereffects of a pursuit question. Most won't mull over how the web index increased such knowledge into their lives. In any case, on the off chance that you are on the web and social, your experience is going to end up plainly one of in the background craftsmanship and accuracy. An extraordinary case of this would be one of Facebook's latest moves.
Diagram Search, as of late propelled July 2013, is basically another contending web search tool, yet this one has gone above and beyond. Not exclusively would we be able to scan for individuals, data, photographs, companions' preferences, and in addition take after our most loved foundations, Facebook has now made it conceivable to "investigate" for nearby eateries or hang outs. Indeed, obviously they are more profoundly customized to our social examples than any time in recent memory. Presently, this is the place the vision started. As indicated by Google's yearly inquiry insights, in 2013 there was a normal of right around 6 billion hunts for every day and more than 2 trillion made in that year on Google's internet searcher alone. We would have been dolts to not perceive these examples years back. Also, that is not all. What does this mean for SEO and online business? Assume we ask another an inquiry - a similar inquiry that we've been asking since the deluge started: what's identity/Panda and Penguin and how do these updates influence social? The subtle elements are separated pleasantly in one of most recent infographics entitled Google Panda Update very close Infographic.
Put basically, in case you're a site proprietor with a mission to give profitable substance, or a business endeavoring to convey quality items and data to buyers, Panda and Penguin are your closest companions. If not, well, at that point you've most likely observed only rather highly contrasting flying at you from all plots for a long time now. The most ideal approach to pick up and keep faithful clients is, and dependably has been, informal. Just now, rather than coming specifically from a mouth, it comes straightforwardly from your fingertips. It doesn't go through sound as such, however through the mind boggling fastenings of the web. The goal is as yet the same, and the main thrust behind everything is still fulfillment. Individuals don't allude somebody to a stylist who ravaged their hair (unless they furtively detest that individual) or to an eatery that gave them nourishment harming (once more).
They allude individuals to spots of value. They share articles that reverberate with their convictions and wants, push substance of significant worth and truth, and put stock in the conclusions of companions, and even outsiders, over an arbitrary commercial (is this news everybody?). How would we get on board as organizations? We should keep it legitimate, individuals - impacting messages and substance with joins won't do the trap any longer (and it's extremely weak). No, it's an ideal opportunity to gain your keep and bounce into the waterway of social. There are ventures to remove to make the most from online networking, and an imperative one is great out-dated diligent work - however it doesn't need to be as hard as you may think. You have to see this opposition in an unexpected way - it's not turning into the greatest, it's turning into the best that issues, correct? First, you have to make an arrangement.
Bouncing into online networking promoting without an arrangement resembles hopping into the sea when you don't swim. Framework your objectives, regardless of whether its image mindfulness, transformation, or activity, and what you will need to achieve with a specific end goal to gauge your online social media marketing ROI. Once you have built up your objectives, concentrate on content. Quality writing is everything, and on the off chance that you have the correct assets to make fascinating, quality substance, you are headed to progress with online networking. Once you have drawn out (in detail) your substance thoughts and get them under way, you need an arrangement put forward for advancing this substance. Guide out dates, content makers, follow up posts, and re-purposing due dates for each bit of substance you need to pick up activity on. Earn your connections. On the off chance that you are making quality substance, and you are showing great invitations to take action, the connections will take after.
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Topic title: How Social Networking Sites May Discriminate Against Women
Topic covered: it in social media, number one social networking site, social media guide, social media industry, who is on social media
