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A recommender system (RecSys), or a recommendation system (sometimes replacing system with terms such as platform, engine, or algorithm), is a subclass of information filtering system that provides suggestions for items that are most pertinent to a particular user.
The system analyzes the user's favorite sites and other behaviors with the aim of creating a unique model of the user's preferences. [16] With an increasing amount of data about the user, the system can offer the user more relevant and topical content, [ 16 ] including content from sources unfamiliar to the user. [ 17 ]
The user interface of the feed reader Tiny Tiny RSS. In computing, a news aggregator, also termed a feed aggregator, content aggregator, feed reader, news reader, or simply an aggregator, is client software or a web application that aggregates digital content such as online newspapers, blogs, podcasts, and video blogs (vlogs) in one location for easy viewing.
By 2019, Taboola was used to provide 450 billion recommendations every month, [11] due to adoption by major news websites, like the IBM-owned The Weather Company. [12] In 2014, Taboola acquired a California-based programmatic advertising company called Perfect Market. [13] In February 2015, Taboola raised $117 million in a Series E funding ...
winnowTag is a web-based recommender system and news aggregator in which a person tags example items as belonging to a topic, thus training statistical text classification software to find more items on that same topic. [1]
A feed of posts curated for a user on the Mastodon social network Algorithmic curation is the selection of online media by recommendation algorithms and personalized searches . Examples include search engine and social media products [ 1 ] such as the Twitter feed , Facebook 's News Feed , and the Google Personalized Search .
This system has several advantages over traditional metasearch engines. Primarily, it allows the user greater flexibility in deciding which engines should be used to perform the query. [1] They also allow for easy addition of new engines to the users personal collection (similar to the way a user adds a new news feed to a news aggregator.)
The following is a comparison of RSS feed aggregators. Often e-mail programs and web browsers have the ability to display RSS feeds. They are listed here, too. Many BitTorrent clients support RSS feeds for broadcasting (see Comparison of BitTorrent clients). With the rise of cloud computing, some cloud based services offer feed aggregation ...