Identify the User's Information Need Using the Current Search Context

被引:4
|
作者
Boughareb, Djalila [1 ]
Farah, Nadir [1 ]
机构
[1] Badji Mokhtar Annaba Univ, LabGED Lab, Dept Comp Sci, Annaba, Algeria
关键词
Information Retrieval; Real-Time Event; Recent Interest; Search Context; User Modeling; Web Search;
D O I
10.4018/ijeis.2013100103
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a solution to a problem frequently asked in the field of the information search on the Web that is the ambiguity of user queries. The exploitation of the current search context of the user in order to identify his information need which is expressed often through short and ambiguous queries constitutes the main contribution of this work. New contextual dimensions are used that are the user's recent interests and the temporal events that may influence his browsing behavior. The modeling of the user's browsing behavior taking into account the proposed dimensions gave encouraging preliminary results.
引用
收藏
页码:28 / 42
页数:15
相关论文
共 50 条
  • [41] Search history support for finding and using information: User interface design recommendations from a user study
    Komlodi, Anita
    Marchionini, Gary
    Soergel, Dagobert
    INFORMATION PROCESSING & MANAGEMENT, 2007, 43 (01) : 10 - 29
  • [42] User Preference Information Retrieval by Using Multiplicative Adaptive Refinement Search Algorithm
    Hlaing, Nan Yu
    Aung, Myintzu Phyo
    BIG DATA ANALYSIS AND DEEP LEARNING APPLICATIONS, 2019, 744 : 169 - 178
  • [43] Event Information Search Method from SNS Data considering Privacy of User's Location Information
    Ishigami, Kyoka
    Enoki, Mild
    Oguchi, Masato
    2022 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP 2022), 2022, : 240 - 245
  • [44] User Activity Patterns During Information Search
    Cole, Michael J.
    Hendahewa, Chathra
    Belkin, Nicholas J.
    Shah, Chirag
    ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2015, 33 (01)
  • [45] Acquiring user information needs for personalized search
    Huang, He
    Wang, Rujing
    2007 INTERNATIONAL CONFERENCE ON INFORMATION ACQUISITION, VOLS 1 AND 2, 2007, : 178 - 182
  • [46] Personalized Social Search Based on User Context Analysis
    Yoo, SoYeop
    Jeong, OkRan
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EMERGING DATABASES: TECHNOLOGIES, APPLICATIONS, AND THEORY, 2018, 461 : 34 - 42
  • [47] Search engines user typing within the education context
    Neubert, Eva
    BIBLIOTHEK FORSCHUNG UND PRAXIS, 2008, 32 (01) : 36 - 49
  • [48] Representing context in web search with ontological user profiles
    Sieg, Ahu
    Mobasher, Bamshad
    Burke, Robin
    MODELING AND USING CONTEXT, 2007, 4635 : 439 - +
  • [49] Ontological user profiles for representing context in web search
    Sieg, Ahu
    Mobasher, Bamshad
    Burke, Robin
    PROCEEDING OF THE 2007 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WORKSHOPS, 2007, : 91 - 94
  • [50] Management of dynamic and imperfect user context information
    Schmidt, A
    ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS 2004: OTM 2004 WORKSHOPS, PROCEEDINGS, 2004, 3292 : 779 - 786