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JOURNALS // Informatika i Ee Primeneniya [Informatics and its Applications] // Archive

Inform. Primen., 2013 Volume 7, Issue 3, Pages 14–21 (Mi ia268)

Building real-time news recommendation service using NoSQL DBMS

P. A. Klemenkov

M. V. Lomonosov Moscow State University

Abstract: The analysis of user interaction with a Web application, the methods of conducting such an analysis, and their shortcomings are discussed. An implementation of the news recommendation service using existing approaches is described. A new NoSQL approach to building recommendation systems that operate in near real time is suggested.

Keywords: recommendation systems; minhash; mapreduce; NoSQL.

DOI: 10.14357/19922264130302



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