Utilizing search intent in topic ontology-based user profie for web mining

被引：13
|
作者：
Zhou, Xujuan [1 ]
Wu, Sheng-Tang [1 ]
Li, Yuefeng [1 ]
Xu, Yue [1 ]
Lau, Raymond Y. K. [2 ]
Bruza, Peter D. [1 ]
机构：
[1] Queensland Univ Technol, Sch Software Engn & Data Commun, Brisbane, Qld 4000, Australia
[2] City Univ Hong Kong, Dept Informat Syst, Kowloon, Hong Kong, Peoples R China
来源：
2006 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, (WI 2006 MAIN CONFERENCE PROCEEDINGS) | 2006年
基金：
澳大利亚研究理事会;
关键词：
D O I：
10.1109/WI.2006.186
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
It is well known that taking the Web user profiles into account can enhance the effectiveness of Web mining systems. However, due to the dynamic and complex nature of Web users, automatically acquiring worthwhile user profiles was found to be very challenging. Ontology-based user Profile can possess more accurate user information. This research emphasizes on acquiring search intentions information. This paper presents a new approach of developing user profile for Web searching. The model considers the user's search intentions by the process of PTM (Pattern-Taxonomy Model). Initial experiments show that the user profile based on search intention is more useful than the generic PTM user profile. Developing user profile that contains user search intentions is essential for effective Web search and retrieval.
引用
收藏
页码：558 / +
页数：2
相关论文
共 50 条
  • [41] Ontology-based Web navigation assistant
    Jung, H
    Yang, JY
    Choi, J
    [J]. INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING IDEAL 2004, PROCEEDINGS, 2004, 3177 : 443 - 448
  • [42] Understanding user intent on the web through interaction mining
    Caruccio, Loredana
    Deufemia, Vincenzo
    Polese, Giuseppe
    [J]. JOURNAL OF VISUAL LANGUAGES AND COMPUTING, 2015, 31 : 230 - 236
  • [43] Ontology-based web knowledge management
    Wang, YM
    Yang, ZH
    Kong, PHH
    Gay, RKL
    [J]. ICICS-PCM 2003, VOLS 1-3, PROCEEDINGS, 2003, : 1859 - 1863
  • [44] Ontology-Based Administration of Web Directories
    Horvat, Marko
    Gledec, Gordan
    Bogunovic, Nikola
    [J]. TRANSACTIONS ON COMPUTATIONAL COLLECTIVE INTELLIGENCE I, 2010, 6220 : 101 - 120
  • [45] An Ontology-Based Crawler for the Semantic Web
    Van de Maele, Felix
    Spyns, Peter
    Meersman, Robert
    [J]. ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS: OTM 2008 WORKSHOPS, 2008, 5333 : 1056 - +
  • [46] Ontology-Based Web Information Extraction
    Mo, Qian
    Chen, Yi-hong
    [J]. COMMUNICATIONS AND INFORMATION PROCESSING, PT 1, 2012, 288 : 118 - 126
  • [47] Ontology-Based Web Application Testing
    Paydar, Samad
    Kahani, Mohsen
    [J]. NOVEL ALGORITHMS AND TECHNIQUES IN TELECOMMUNICATIONS AND NETWORKING, 2010, : 23 - 27
  • [48] Ontology-based semantic search on the Web and its combination with the power of inductive reasoning
    d'Amato, Claudia
    Fanizzi, Nicola
    Fazzinga, Bettina
    Gottlob, Georg
    Lukasiewicz, Thomas
    [J]. ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE, 2012, 65 (2-3) : 83 - 121
  • [49] Ontology-based personalized search and browsing
    Gauch, Susan
    Chaffee, Jason
    Pretschner, Alexander
    [J]. Web Intelligence and Agent Systems, 2003, 1 (3-4): : 219 - 234
  • [50] Ontology-Based Search of Genomic Metadata
    Fernandez, Javier D.
    Lenzerini, Maurizio
    Masseroli, Marco
    Venco, Francesco
    Ceri, Stefano
    [J]. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2016, 13 (02) : 233 - 247
12345