Finding dominating set from verbal contextual graph for personalized search in Folksonomy

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

4 Scopus Citations
View graph of relations

Author(s)

  • Ting Jin
  • Haoran Xie
  • Jingsheng Lei
  • Xiaodong Li
  • Yanghui Rao

Related Research Unit(s)

Detail(s)

Original languageEnglish
Title of host publicationProceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013
Pages367-372
Volume1
Publication statusPublished - 2013

Publication series

Name
Volume1

Conference

Title2013 12th IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013
PlaceUnited States
CityAtlanta, GA
Period17 - 20 November 2013

Abstract

With the development of the Internet, user-generated data has been growing tremendously in Web 2.0 era. Facing such a big volume of resources in folksonomy, people need a method of fast exploration and indexing to find their demanded data. To achieve this goal, contextual information is indispensable and valuable to understand user preference and purpose. In sociolinguistics, context can be mainly categorized as verbal context and social context. Comparing with verbal context, social context not only requires domain knowledge to pre-define contextual attributes but also acquires additional data from users. However, there is no research of addressing irrelevant contextual factors for verbal context model so far. The dominating set from verbal context proposed in this paper is to fill this blank. We present the verbal context in folksonomy to capture the user intention, and propose a dominating set discovering method for this verbal context model to prune the irrelevant contextual factors and keep the major characteristics at the same time. Furthermore, the experiments, which are conducted on a public data set, show that the proposed method gives convincing results. © 2013 IEEE.

Research Area(s)

  • Context, Dominating set, Folksonomy, Personalized search

Citation Format(s)

Finding dominating set from verbal contextual graph for personalized search in Folksonomy. / Jin, Ting; Xie, Haoran; Lei, Jingsheng et al.
Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013. Vol. 1 2013. p. 367-372 6690038.

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review