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Social Media Mining
Social media mining is the process of obtaining data from user-generated content on social media in order to extract actionable patterns, form conclusions about users, and act upon the information. Mining supports targeting advertising to users or academic research. The term is an analogy to the process of mining for minerals. Mining companies sift through raw ore to find the valuable minerals; likewise, social media mining sifts through social media data in order to discern patterns and trends about matters such as social media usage, online behaviour, content sharing, connections between individuals, buying behaviour. These patterns and trends are of interest to companies, governments and not-for-profit organizations, as such organizations can use the analyses for tasks such as design strategies, introduce programs, products, processes or services. Social media mining uses concepts from computer science, data mining, machine learning, and statistics. Mining is based on social ...
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User-generated Content
User-generated content (UGC), alternatively known as user-created content (UCC), emerged from the rise of web services which allow a system's User (computing), users to create Content (media), content, such as images, videos, audio, text, testimonials, and software (e.g. Video game modding, video game mods) and interact with other User (computing), users. Online News aggregator, content aggregation platforms such as social media, discussion forums and wikis by their interactive and social nature, no longer produce multimedia content but provide tools to produce, collaborate, and share a variety of content, which can affect the attitudes and behaviors of the audience in various aspects. This transforms the role of consumers from passive spectators to active participants. User-generated content is used for a wide range of applications, including problem processing, news, entertainment, customer engagement, advertising, gossip, research and more. It is an example of the democratiz ...
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Facebook
Facebook is a social media and social networking service owned by the American technology conglomerate Meta Platforms, Meta. Created in 2004 by Mark Zuckerberg with four other Harvard College students and roommates, Eduardo Saverin, Andrew McCollum, Dustin Moskovitz, and Chris Hughes, its name derives from the face book directories often given to American university students. Membership was initially limited to Harvard students, gradually expanding to other North American universities. Since 2006, Facebook allows everyone to register from 13 years old, except in the case of a handful of nations, where the age requirement is 14 years. , Facebook claimed almost 3.07 billion monthly active users worldwide. , Facebook ranked as the List of most-visited websites, third-most-visited website in the world, with 23% of its traffic coming from the United States. It was the most downloaded mobile app of the 2010s. Facebook can be accessed from devices with Internet connectivit ...
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Twitch (service)
Twitch is an American video live-streaming service popular in video game live streaming, video games, including broadcasts of esports competitions. It also offers music broadcasts, creative content, and "in real life" streams. Twitch is operated by Twitch Interactive, a subsidiary of Amazon (company), Amazon. It was introduced in June 2011 as a spin-off of the general-interest streaming platform Justin.tv. Content on the site can be viewed either live or via video on demand. The games shown on Twitch's homepage are listed according to audience preference and include genres such as real-time strategy games, fighting games, racing games, and first-person shooters. The popularity of Twitch eclipsed that of Justin.tv. In October 2013, the website had 45 million unique viewers, and by February 2014, it was considered the fourth-largest source of peak Internet traffic in the United States. At the same time, Justin.tv's parent company was re-branded as Twitch Interactive to represen ...
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Ustream
IBM Watson Media (formerly Ustream and IBM Cloud Video) is an American virtual events platform company which is a division of IBM. Prior to the IBM acquisition, it had more than 180 employees across San Francisco, Los Angeles, and Budapest offices. Ustream had received $11.1 million in Series A funding for new product development from Doll Capital Management (DCM) and investors Labrador Ventures and Band of Angels. Since 2016, it has been a division of IBM. On April 1, 2018, two years after its purchase, Ustream changed its name to IBM Cloud Video to reflect its new ownership, but rapidly changed that name to IBM Watson Media to reflect the embedded artificial intelligence capabilities of IBM's Watson. History Ustream was launched when the founders (John Ham, Brad Hunstable and Gyula Fehér) wanted a way for their friends in the US Army, who were deployed overseas in the Iraq War, to be able to communicate with their families. A product like Ustream would provide them with a w ...
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MetaCafe
Metacafe was an Israeli video-sharing website, launched in July 2003. During the mid-2000s it was one of the largest video-sharing websites, though it eventually began to be superseded by YouTube, Vimeo and Dailymotion. On 28 August 2021, the platform's website became inactive, along with its social media pages having become abandoned. History Metacafe Inc. was founded in July 2003 in Tel Aviv by Israeli entrepreneurs Eyal Hertzog ( Chief Technical Officer) and Arik Czerniak (CEO) and raised $3 million from Benchmark Capital. In June 2006, the company closed a Series B financing round of $12 million. Investors included Accel Partners and Benchmark Capital. That September, the company moved its headquarters to Palo Alto, California and in October, Metacafe was ranked the third largest video site in the world according to comScore.''We Try Harder,'' article froIPcommunications.tmcnet.com It used to attract more than 13 million unique monthly U.S. viewers and streamed more than ...
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YouTube
YouTube is an American social media and online video sharing platform owned by Google. YouTube was founded on February 14, 2005, by Steve Chen, Chad Hurley, and Jawed Karim who were three former employees of PayPal. Headquartered in San Bruno, California, it is the second-most-visited website in the world, after Google Search. In January 2024, YouTube had more than 2.7billion monthly active users, who collectively watched more than one billion hours of videos every day. , videos were being uploaded to the platform at a rate of more than 500 hours of content per minute, and , there were approximately 14.8billion videos in total. On November 13, 2006, YouTube was purchased by Google for $1.65 billion (equivalent to $ billion in ). Google expanded YouTube's business model of generating revenue from advertisements alone, to offering paid content such as movies and exclusive content produced by and for YouTube. It also offers YouTube Premium, a paid subs ...
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Feedburner
Feedburner, Inc. is a web feed management service primarily for monetizing RSS feeds, primarily by inserting targeted advertisements into them. It was founded in 2004 and acquired by Google in 2007. Services Services provided to publishers include traffic analysis and an optional advertising system. Though it initially was not clear whether advertising would be well-suited to the RSS format, authors now choose to include advertising in two-thirds of FeedBurner's feeds. Users can find out how many people have subscribed to their feeds and with what service/program they subscribed. Feedburner replaces an ordinary RSS feed by a modified feed; the original feed becomes a private feed that only Feedburner can access. Apart from advertising, published feeds are modified in several ways, including automatic links to Digg and del.icio.us, and "splicing" information from multiple feeds. FeedBurner originally offered application programming interfaces (APIs) to allow other software to int ...
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StumbleUpon
StumbleUpon was a website, browser extension, toolbar, and mobile app with a "Stumble!" button that, when pushed, opened a semi-random website or video that matched the user's interests, similar to a random web search engine. Users were able to filter results by type of content and were able to discuss such webpages via virtual communities and to rate such webpages via like buttons. StumbleUpon was shut down in June 2018. History StumbleUpon was founded in November 2001 by Garrett Camp, Geoff Smith, Justin LaFrance and Eric Boyd during Camp's time in graduate school at the University of Calgary. A prototype was ready by February 2002 and, with great reviews, the extension was installed by thousands of users daily. However, at the time, the company did not advertise or generate much revenue. In September 2005, Camp met Silicon Valley investor Brad O'Neill, who provided early funding to the company, assisted the company with a move to San Francisco, and introduced the company to ...
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Google Reader
Google Reader was an RSS/Atom feed aggregator operated by Google. It was created in early 2005 by Google engineer Chris Wetherell and launched on October 7, 2005, through Google Labs. Google Reader grew in popularity to support a number of programs which used it as a platform for serving news and information to users. Google closed Google Reader on July 1, 2013, citing declining use. History In early 2001, software engineer Chris Wetherell began a project he called "JavaCollect" that served as a news portal based on web feeds. After working at Google he began a similar project with a small team that launched an improved product on October 7, 2005, as Google Reader. In September 2006, Google announced a redesign for Reader that included new features such as unread counts, the ability to "mark all as read", a new folder-based navigation, and an expanded view so users could quickly scan over several items at once. This also marked the addition of a sharing feature, which allowed ...
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Picasa
Picasa was a cross-platform image organizer and image viewer for organizing and editing digital photos, integrated with a now defunct photo-sharing website, originally created by a company named Lifescape (which at that time was incubated by Idealab) in 2002."Google Picasa", Obsessable (obsessable.com), 2009. "Picasa" is a blend of the name of Spanish painter Pablo Picasso, the word ''casa'' (Spanish for "house") and "pic" for pictures. Native applications for Windows XP, Windows Vista, Windows 7, and macOS were available. Linux support was provided by bundling the Windows version alongside the Wine compatibility layer. An iPhoto plugin and a standalone program for uploading photos were available for Mac OS X 10.4 and later. In July 2004, Google acquired Picasa from Lifescape and began offering it as freeware. The name was also registered by Google as an LLC. On February 12, 2016, Google announced it was discontinuing support for Picasa Desktop and Picasa Web Albums, e ...
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Photobucket
Photobucket is an image hosting and video hosting website, web services suite, and online community based in Denver, Colorado, United States. Photobucket once hosted more than 10 billion images from 100 million registered members. Links from personal Photobucket accounts were often used for avatars displayed on Internet forums, storage of videos, embedding on blogs, and distribution in social networks. Images hosted on Photobucket were frequently linked to online businesses, online auctions, and classified advertisement websites like eBay and Craigslist. The website was founded in 2003 by Alex Welch and Darren Crystal and received funding from Trinity Ventures. It was acquired by Fox Interactive Media in 2007. In December 2009, Fox's parent company, News Corp, sold Photobucket to Seattle mobile imaging startup Ontela. Ontela then renamed itself Photobucket Inc. and continues to operate as Photobucket. In late June 2017, Photobucket dropped its free hosting serv ...
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Instagram
Instagram is an American photo sharing, photo and Short-form content, short-form video sharing social networking service owned by Meta Platforms. It allows users to upload media that can be edited with Social media camera filter, filters, be organized by hashtags, and be associated with a location via Geotagging, geographical tagging. Posts can be shared publicly or with preapproved followers. Users can browse other users' content by tags and locations, view trending content, Like button, like photos, and follow other users to add their content to a personal news feed, feed. A Meta-operated image-centric social media platform, it is available on iOS, Android (operating system), Android, Windows 10, and the web. Users can take photos and edit them using built-in filters and other tools, then share them on other social media platforms like Facebook. It supports 32 languages including English language, English, Hindi language, Hindi, Spanish language, Spanish, French language, F ...
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