Personal Classification Space-based Collaborative Filtering in Social Bookmark Services
نویسندگان
چکیده
منابع مشابه
Social-based Collaborative Filtering
Recommendation: A suggestion or proposal to a user for an item, e.g., book, movie, video, news article, that is potentially interesting for the user. Recommender system: A system or engine that produces recommendations by predicting the preferences of users for certain items. Ratings matrix: Assume a set of users U and a set of items I in the recommender system. A user u 2 U might provide her p...
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This paper demonstrates that "social network collaborative filtering" (SNCF), wherein user-selected like-minded alters are used to make predictions, can rival traditional user-to-user collaborative filtering (CF) in predictive accuracy. Using a unique data set from an online community where users rated items and also created social networking links specifically intended to represent likeminded ...
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Since, most of the organizations present their services electronically, the number of functionally-equivalent web services is increasing as well as the number of users that employ those web services. Consequently, plenty of information is generated by the users and the web services that lead to the users be in trouble in finding their appropriate web services. Therefore, it is required to provi...
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Technical advances in mobile devices and mobile communication have led to the introduction of Location Based Services (LBS). Currently, providing context-aware services/information is still a key challenge in LBS applications. Collaborative filtering (CF), known as Amazon-like recommendation, is a promising solution for providing context-aware recommendations. The goal of this report is to inve...
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GiveALink.org is a social bookmarking site where users may donate and view their personal bookmark files online securely. The bookmarks are analyzed to build a new generation of intelligent information retrieval techniques to recommend, search, and personalize the Web. GiveALink does not use tags, content, or links in the submitted Web pages. Instead we present a semantic similarity measure for...
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ژورنال
عنوان ژورنال: Transactions of the Society of Instrument and Control Engineers
سال: 2014
ISSN: 0453-4654,1883-8189
DOI: 10.9746/sicetr.50.109