Ontology-based user profiling

被引：0
|
作者：
Felden, Carsten [1 ]
Linden, Markus [2 ]
机构：
[1] TU Bergakad Freiberg, Fak Wirtschaftswissensch, Prof ABWL Informat Wirtschaft, Lessingstr 45, D-09599 Freiberg, Germany
[2] Univ Duisburg Essen, Fachbereich Betriebswirtschaft, Wirtschaftsinformat & Operat Res, D-47057 Duisburg, Germany
来源：
BUSINESS INFORMATION SYSTEMS, PROCEEDINGS | 2007年 / 4439卷
关键词：
profiling; ontologies; recommender systems; E-Commerce;
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：
Profiles are the basis for individual communication, because they provide information about website users. Ontologies represent a possibility for modeling user profiles. The ontology development within the paper is based on a concept which shows firstly criteria of segmentation and secondly product programs of a retailer. A meta-ontology is built to enforce a mapping between the ontologies. Due to ontology-based recommendations it is obvious that they imply an additive character regarding conventional recommender systems. Therefore, the possibility arises to increase the turnover and to achieve customer satisfaction. But, the usage of ontology-based profiles is currently disputable relating to economic efficiency.
引用
收藏
页码：314 / +
页数：3
相关论文
共 50 条
  • [1] Ontology-Based Domain Diversity Profiling of User Comments
    Abolkasim, Entisar
    Lau, Lydia
    Mitrovic, Antonija
    Dimitrova, Vania
    [J]. ARTIFICIAL INTELLIGENCE IN EDUCATION, PT II, 2018, 10948 : 3 - 8
  • [2] Ontology-based Modularization of User Interfaces
    Paulheim, Heiko
    [J]. EICS'09: PROCEEDINGS OF THE ACM SIGCHI SYMPOSIUM ON ENGINEERING INTERACTIVE COMPUTING SYSTEMS, 2009, : 23 - 28
  • [3] Ontology-based user profile learning
    Eyharabide, Victoria
    Amandi, Analia
    [J]. APPLIED INTELLIGENCE, 2012, 36 (04) : 857 - 869
  • [4] Ontology-based user profile learning
    Victoria Eyharabide
    Analía Amandi
    [J]. Applied Intelligence, 2012, 36 : 857 - 869
  • [5] Propagating User Interests in Ontology-Based User Model
    Cena, Federica
    Likavec, Silvia
    Osborne, Francesco
    [J]. AI(STAR)IA 2011: ARTIFICIAL INTELLIGENCE AROUND MAN AND BEYOND, 2011, 6934 : 299 - 311
  • [6] An Ontology-Based Framework to Model User Interests
    Darabi, Majid
    Tabrizi, Nasseh
    [J]. 2016 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE & COMPUTATIONAL INTELLIGENCE (CSCI), 2016, : 398 - 403
  • [7] A Collaborative Ontology-Based User Profiles System
    Duong, Trong Hai
    Uddin, Mohammed Nazim
    Li, Delong
    Jo, Geun Sik
    [J]. COMPUTATIONAL COLLECTIVE INTELLIGENCE: SEMANTIC WEB, SOCIAL NETWORKS AND MULTIAGENT SYSTEMS, 2009, 5796 : 540 - 552
  • [8] An experimental evaluation of ontology-based user profiles
    Hopfgartner, Frank
    Jose, Joemon M.
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2014, 73 (02) : 1029 - 1051
  • [9] An experimental evaluation of ontology-based user profiles
    Frank Hopfgartner
    Joemon M. Jose
    [J]. Multimedia Tools and Applications, 2014, 73 : 1029 - 1051
  • [10] An Ontology-Based Approach for User Interface Adaptation
    Soui, Makram
    Diab, Soumaya
    Ouni, Ali
    Essayeh, Aroua
    Abed, Mourad
    [J]. ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING, CSIT 2016, 2017, 512 : 199 - 215
12345