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When the system is limited to recommending content of the same type as the user is already using, the value from the recommendation system is significantly less than when other content types from other services can be recommended. For example, recommending news articles based on news browsing is useful.
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.
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.
Zen (recommendation system) This page was last edited on 1 October 2023, at 17:28 (UTC). Text is available under the Creative Commons Attribution ...
As in user-user systems, similarity functions can use normalized ratings (correcting, for instance, for each user's average rating). Second, the system executes a recommendation stage. It uses the most similar items to a user's already-rated items to generate a list of recommendations.
Another challenge in social recommendation is performing cross-domain recommendation, as in traditional recommender systems. [3] The reason is that social media websites in different domains include different information about users, and merging information within different contexts may not lead to useful recommendations.
Flipboard is a news aggregator and social network aggregation company based in Palo Alto, California, with offices in New York, Vancouver, and Beijing.Its software, also known as Flipboard, was first released in July 2010.
Liferea (short for Linux Feed Reader) is a news aggregator for online news feeds and podcasts. It supports the major feed formats including RSS/RDF and Atom and can import and export subscription lists in OPML format. [2] Liferea is intended to be a fast, easy to use, and easy to install news aggregator for GTK+ that can be used with the GNOME ...