Context injection in expert finding

被引:0
|
作者
Goncalves, Rodrigo [1 ]
Dorneles, Carina Friedrich [1 ]
机构
[1] Univ Fed Santa Catarina, Dept Informat & Stat, Florianopolis, SC, Brazil
来源
PROCEEDINGS OF THE 28TH BRAZILIAN SYMPOSIUM ON MULTIMEDIA AND THE WEB, WEBMEDIA 2022 | 2022年
关键词
Expert finding; expertise retrieval; context; data retrieval;
D O I
10.1145/3539637.3556995
中图分类号
G2 [信息与知识传播];
学科分类号
05 ; 0503 ;
摘要
Expert finding is a subject of research in information retrieval and, often, is taken to mean expertise retrieval within a specific organization. The task involves finding an expert on a given topic of interest. Even though there are several proposals in the literature, they do not consider the context in which the given expertise is bound. This paper introduces an approach to inject context into existing expertise evidence based on data extracted from the evidence. Our motivation is to provide context when describing the expertise associated with a candidate expert, allowing a user to understand the results better and choose the best candidate for the task.
引用
收藏
页码:168 / 177
页数:10
相关论文
共 50 条
  • [1] Context based Expert Finding in Online Communities
    Kardan, Ahmad
    Omidvar, Amin
    Behzadi, Mojtaba
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON VIRTUAL LEARNING, ICVL 2011, 2011, : 286 - 292
  • [2] Context-Aware Expert Finding in Tag Based Knowledge Sharing Communities
    Zhu, Hengshu
    Chen, Enhong
    Cao, Huanhuan
    Tian, Jilei
    INTERNATIONAL JOURNAL OF KNOWLEDGE AND SYSTEMS SCIENCE, 2012, 3 (01) : 48 - 63
  • [3] A survey on expert finding techniques
    Lin, Shuyi
    Hong, Wenxing
    Wang, Dingding
    Li, Tao
    JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2017, 49 (02) : 255 - 279
  • [4] ExpertBert: Pretraining Expert Finding
    Liu, Hongtao
    Lv, Zhepeng
    Yang, Qing
    Xu, Dongliang
    Peng, Qiyao
    PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2022, 2022, : 4244 - 4248
  • [5] A survey on expert finding techniques
    Shuyi Lin
    Wenxing Hong
    Dingding Wang
    Tao Li
    Journal of Intelligent Information Systems, 2017, 49 : 255 - 279
  • [6] A study of the dependencies in expert finding
    Yang, Liu
    Zhang, Wensheng
    THIRD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING: WKDD 2010, PROCEEDINGS, 2010, : 355 - 358
  • [7] Context based user ranking in forums for expert finding using WordNet dictionary and social network analysis
    Amin Omidvar
    Mehdi Garakani
    Hamid R. Safarpour
    Information Technology and Management, 2014, 15 : 51 - 63
  • [8] Context based user ranking in forums for expert finding using WordNet dictionary and social network analysis
    Omidvar, Amin
    Garakani, Mehdi
    Safarpour, Hamid R.
    INFORMATION TECHNOLOGY & MANAGEMENT, 2014, 15 (01): : 51 - 63
  • [9] Finding a context for objectivity
    Montuschi, Eleonora
    SYNTHESE, 2021, 199 (1-2) : 4061 - 4076
  • [10] Finding a context for objectivity
    Eleonora Montuschi
    Synthese, 2021, 199 : 4061 - 4076