Group Context-Aware Recommendation Systems

被引：6

作者：

Smirnov, A. V. ^{[1
]}

Shilov, N. G. ^{[1
]}

Ponomarev, A. V. ^{[1
]}

Kashevnik, A. M. ^{[1
]}

Parfenov, V. G. ^{[2
]}

机构：

[1] Russian Acad Sci, St Petersburg Inst Informat & Automat, Moscow, Russia

[2] ITMO Univ, St Petersburg, Russia

来源：

SCIENTIFIC AND TECHNICAL INFORMATION PROCESSING | 2014年 / 41卷 / 05期

基金：

俄罗斯基础研究基金会;

关键词：

recommendation systems; collaborative filtering; context; ontology; profile management;

D O I：

10.3103/S0147688214050050

中图分类号：

G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];

学科分类号：

1205 ; 120501 ;

摘要：

The architecture and basic models of a context-aware recommendation system based on collaborative filtering are proposed. The major problems in creating such systems are emphasized and methods for solving the problems are proposed. The advantages of the pre-filtering methods that are used to allow for context are substantiated. Basic processes of constructing recommendations are described. The proposed architecture is demonstrated using a recommendation system for an m-tourism application.

引用

页码：325 / 334

页数：10

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