Hybrid systems for personalized recommendations

被引：0
作者：
Burke, R [1 ]
机构：
[1] Depaul Univ, Sch Comp Sci Telecommun & Informat Syst, Chicago, IL 60604 USA
来源：
INTELLIGENT TECHNIQUES FOR WEB PERSONALIZATION | 2005年 / 3169卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A variety of techniques have been proposed and investigated for delivering personalized recommendations for electronic commerce and other web applications. To improve performance, these methods have sometimes been combined in hybrid recommenders. This chapter surveys the landscape of actual and possible hybrid recommenders, and summarizes experiments that compare a large set of hybrid recommendation designs.
引用
收藏
页码：133 / 152
页数：20
相关论文
共 31 条
  • [1] Feature-based and clique-based user models for movie selection: A comparative study
    Alspector, J
    Kolcz, A
    Karunanithi, N
    [J]. USER MODELING AND USER-ADAPTED INTERACTION, 1997, 7 (04) : 279 - 304
  • [2] [Anonymous], SIGIR 99 WORKSH REC
  • [3] [Anonymous], PRACTICAL HDB INTERN
  • [4] [Anonymous], 1995, ICML
  • [5] [Anonymous], ENCY LIB INFORM S32
  • [6] [Anonymous], 1999, 12 BLED EL COMM C
  • [7] Basu C, 1998, FIFTEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI-98) AND TENTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICAL INTELLIGENCE (IAAI-98) - PROCEEDINGS, P714
  • [8] INFORMATION FILTERING AND INFORMATION-RETRIEVAL - 2 SIDES OF THE SAME COIN
    BELKIN, NJ
    CROFT, WB
    [J]. COMMUNICATIONS OF THE ACM, 1992, 35 (12) : 29 - 38
  • [9] Hybrid recommender systems: Survey and experiments
    Burke, R
    [J]. USER MODELING AND USER-ADAPTED INTERACTION, 2002, 12 (04) : 331 - 370
  • [10] Burke R, 1999, SIXTEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI-99)/ELEVENTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE (IAAI-99), P844
1234