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Facebook Graph Search feature. Facebook Graph Search was a semantic search engine that Facebook introduced in March 2013. It was designed to give answers to user natural language queries rather than a list of links. [1] The name refers to the social graph nature of Facebook, which maps the relationships among users.
Social search is a behavior of retrieving and searching on a social searching engine that mainly searches user-generated content such as news, videos and images related search queries on social media like Facebook, LinkedIn, Twitter, Instagram and Flickr. [1]
For example, a Facebook user can link their email account to their Facebook to find friends on the site, allowing the company to collect the email addresses of users and non-users alike. [214] Over time, countless data points about an individual are collected; any single data point perhaps cannot identify an individual, but together allows the ...
Social profiling is an emerging approach to overcome the challenges faced in meeting user's demands by introducing the concept of personalized search while keeping in consideration user profiles generated using social network data. A study reviews and classifies research inferring users social profile attributes from social media data as ...
On January 15, 2013, Facebook announced Facebook Graph Search, which provides users with a "precise answer", rather than a link to an answer by leveraging data present on its site. [115] Facebook emphasized that the feature would be "privacy-aware", returning results only from content already shared with the user. [116]
Facebook's search function has been accused of preventing users from searching for certain terms. Michael Arrington of TechCrunch has written about Facebook's possible censorship of "Ron Paul" as a search term. MoveOn.org's Facebook group for organizing protests against privacy violations could for a time not be found by searching.
The news feed is the primary system through which users are exposed to content posted on the network. Using a secret method (initially known as EdgeRank), Facebook selects a handful of updates to actually show users every time they visit their feed, out of an average of 1500 updates they can potentially receive.
Facebook itself later added the same capacity to search Facebook pages for a word or phrase for logged-in users, but pulled it in January 2013 and later replaced it in December 2014 with a more limited functionality that only allows users to search their own posts, posts by people they follow, or posts which have been shared with them. [6]