Ning Liu
Qiang Yang
ABSTRACT
A pressing task during the unification process is to identify a user's vertical search intention based on the user's query. In this paper, we propose a novel method to propagate social annotation, which includes user-supplied tag data, to both queries and VSEs for semantically bridging them. Our proposed algorithm consists of three key steps: query annotation, vertical annotation and query intention identification. Our algorithm, referred to as TagQV, verifies that the social tagging can be propagated to represent Web objects such as queries and VSEs besides Web pages. Experiments on real Web search queries demonstrate the effectiveness of TagQV in query intention identification.
- Meng, W.Y., Yu, C. and Liu, K.L. Building efficient and effective metasearch engines. ACM Computing Surveys (March 2002), 34(1), 48--89. Google Scholar
Digital Library
- Shen, D., Pan, R., Sun, J.T., Pan, J.J., Wu, K.H., Yin, J. and Yang, Q. Query enrichment for web-query classification. ACM TOIS (July 2006), 24 (3), 320--352. Google ScholarDigital Library
- Yang, Y.M. An Evaluation of Statistical Approaches to Text Categorization. Journal of Information Retrieval (1999), 1 (1/2), 67--88. Google ScholarDigital Library
Index Terms
- Identifying vertical search intention of query through social tagging propagation
Recommendations
Optimizing web search using social annotations
WWW '07: Proceedings of the 16th international conference on World Wide WebThis paper explores the use of social annotations to improve websearch. Nowadays, many services, e.g. del.icio.us, have been developed for web users to organize and share their favorite webpages on line by using social annotations. We observe that the ...
Factors influencing continuance intention to use social network sites
Factors influencing continuance intention to use Facebook are examined.Satisfaction and perceived usefulness influence continuance intention.Enjoyment and subjective norms influence continuance intention.Habit mediates the relationship between ...
Towards effective browsing of large scale social annotations
WWW '07: Proceedings of the 16th international conference on World Wide WebThis paper is concerned with the problem of browsing social annotations. Today, a lot of services (e.g., Del.icio.us, Filckr) have been provided for helping users to manage and share their favorite URLs and photos based on social annotations. Due to the ...
Comments