Combining Users and Items Rankings for Group Decision Support

被引：14

作者：

Rossi, Silvia ^{[1
]}

Caso, Antonio ^{[2
]}

Barile, Francesco ^{[2
]}

机构：

[1] Univ Naples Federico II, Dipartimento Ingn Elett & Tecnol Informaz, Naples, Italy

[2] Univ Naples Federico II, Dipartimento Fis, Naples, Italy

来源：

TRENDS IN PRACTICAL APPLICATIONS OF AGENTS, MULTI-AGENT SYSTEMS AND SUSTAINABILITY: THE PAAMS COLLECTION | 2015年 / 372卷

关键词：

Group Decision Making; Social Choice; Group Recommendation; Small Groups; Social Networks;

D O I：

10.1007/978-3-319-19629-9_17

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Traveling and city sightseeing are, in most cases, activities that involve small groups of users. Hence, a content personalization process, in a travel domain, requires taking into account simultaneously the preferences of different users. Moreover, a group recommendation system should also capture the possible intra-group relationships, which are fundamental features in a group decision process. In this paper, we model this problem as a multi-agent aggregation of preferences by using weighted social choice functions. In this context, weights can be extracted by analyzing the interactions of the group's members on Online Social Networks.

引用

页码：151 / 158

页数：8

共 10 条

[1] [Anonymous], 2012, Recommender Systems for the Social Web, DOI DOI 10.1007/978-3-642-25694-3_7
[2] The anatomy of a large-scale hypertextual Web search engine
Brin, S
Page, L
[J]. COMPUTER NETWORKS AND ISDN SYSTEMS, 1998, 30 (1-7): : 107 - 117
[3] Carvalho LAMC, 2013, PROCEEDINGS OF THE 22ND INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW'13 COMPANION), P951
[4] Caso A., 2014, P 22 C US MOD AD PER, P5
[5] A negotiation framework for heterogeneous group recommendation
Garcia, Inma
Sebastia, Laura
[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (04) : 1245 - 1261
[6] Gartrell M., 2010, GROUP 10, P97, DOI DOI 10.1145/1880071.1880087
[7] Masthoff J, 2011, RECOMMENDER SYSTEMS HANDBOOK, P677, DOI 10.1007/978-0-387-85820-3_21
[8] O'Connor M, 2001, ECSCW 2001: PROCEEDINGS OF THE SEVENTH EUROPEAN CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK, P199
[9] Salehi-Abari A, 2014, AAMAS'14: PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS, P693
[10] Senot C, 2010, LECT NOTES COMPUT SC, V6075, P40, DOI 10.1007/978-3-642-13470-8_6

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