System, method and article of manufacture for increasing the user value of recommendations

作者: John T. Riedl , Joseph A. Konstan , Paul Bieganski

DOI:

关键词: Set (abstract data type)Information retrievalSerendipityComputer scienceValue (computer science)PopularityFunction (engineering)ExecutableControl (management)

摘要: The invention includes a system, method and article of manufacture for generating serendipity-weighted recommendation output set to user based, at least in part, on serendipity function. system processing one or more processors configured receive applicable data that item community popularity data. is also produce control values response the function data, combine with filtered set. receiving by including inputting further function, using combining set, system. computer readable medium having program instructions physically embodied thereon, executable computer, perform similar described above.

参考文章(111)
John T. Riedl, Joseph A. Konstan, Bradley N. Miller, Experiences with GroupLens: marking usenet useful again usenix annual technical conference. pp. 17- 17 ,(1997)
Donald S. Willis, Robert A. Bascom, Method of producing a bill of material for a configured product ,(1993)
James R. Wason, Sujan K. Mukherjee, James L. Ryan, Method and system for product configuration definition and tracking ,(1991)
Jonathan Ari Sheena, Max E. Metral, James J. Sullivan, Christopher P. Bergh, David Henry Ritter, Distributed system for facilitating exchange of user information and opinion using automated collaborative filtering ,(1997)
Hideyuki Yoshida, Taisuke Watanabe, Toshiki Kindo, Information filtering system and information filtering method ,(2002)