Abstract
This study proposes a blog search framework which enables a more in-depth search on a given topic by extracting the collective intelligence features in social community sites and through the query extension using these features. The characteristics of blog contents is that it has a lot of information made up of user experience and trusted more by most users than the contents gained by general search. The proposed framework extends the query using the answer information related to the query which the user wishes to search and gets applied to the blog search on this basis. The information gained from various types of social community sites could be considered as one form of collective intelligence while this has been applied to the blog search. The framework proposed in this paper utilizes the important Q&A information of social community to let the user gain more reliable and useful search results.
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References
NaverKnowledge iN, http://kin.naver.com/
Lee, J.-W., Park, S., Lee, S., Park, J., Lee, S.-G.: Semantic Search and Recommendation of e-Catalog Documents through Concept Network. KIPS 15(3), 131–145 (2010)
Bracketing Guide lines for Treebank II Style Penn Tree bank Project, http://bulba.sdsu.edu/jeanette/thesis/PennTags.html/
Horowitz, D., Kamvar, S.D.: The Anatomy of a Large-Scale Social Search Engine. In: Proc. of the WWW 2010, pp. 4331–4440 (2010)
Agichtein, E., Castillo, C., Donato, D., Gionis, A., Mishne, G.: High-quality content in social media. In: Proc. of the International Conference on Web Search and Web Data Mining, pp. 183–194 (2008)
eurekster, http://www.eurekster.com/
Maxwell Harper, F., et al.: Predictors of Answer Quality in Online Q&A Sites. In: Proc. of the Twenty-Sixth Annual SIGCHI Conference on Human Factors in Computing Systems, pp. 865–874 (2008)
Jeon, J., Corft, W.B., Lee, J.H.: Finding similar questions in large question and answer archives. In: Proc. of the 14th ACM International Conference on Information and Knowledge Management, pp. 84–90 (2005)
Zhongbao, K., Changshui, Z.: Reply networks on a bulletin board system. Physical Review E 67(3) (2003)
Adamic, L.A., Zhang, J., Bakshy, E., Ackerman, M.S.: Knowledge sharing and yahoo answers: everyone knows something. In: Proc. of the 17th International Conference on World Wide Web, pp. 665–674 (2008)
Alessandro, M., et al.: Exploiting Syntactic and Shallow Semantic Kernels for Question/Answer Classification. In: Proc. of ACL 2007, pp. 776–783 (2007)
ODP, http://www.dmoz.org
Whittaker, S., Terveen, L., Hill, W., Cherny, L.: The dynamics of mass interaction. In: Proc. of the 1998 ACM Conference on Computer Supported Cooperative Work, pp. 257–264 (1998)
Search engine guide, http://www.searchengineguide.com/
Search-engine-index, http://www.searchenginesindex.com/
SearchMedica, http://www.searchmedica.com/
The Porter Stemming Algorithm, http://tartarus.org/~martin/PorterStemmer/
Twitter, http://twitter.com/
Verticalsearch, http://www.verticalsearch.com/
Virtual Sites, http://www.virtualfreesites.com/
WebMD, http://www.webmd.com/
Kim, W., Jeong, O.-R., Lee, S.-W.: On social Web sites. Information Systems 35(2), 215–236 (2010)
Yahoo! Answers, http://answers.yahoo.com/
Macdonald, C., Ounis, I., Soboroff, I.: Overview of TREC-2009 Blog track. In: Proc. of TREC 2009 (2010)
Li, S., Gao, H., Sun, H., Chen, F., Feng, O., Gao, S.: A study of faceted blog distillation - PRIS at the TREC 2009 Blog Track. In: Proceedings of the 18th Text Retrieval Conference (TREC 2009), Gaithersburg, US (2009)
Nardi, B.A., Schiano, D.J., Gumbrecht, M., Swartz, L.: Why we blog. Communications of the ACM 47(12), 41–46 (2004)
Keikha, M., Carman, M., Gwadera, R., Gerani, S., Markov, I., Inches, G., Alidin, A.A., Crestani, F.: University of Lugano at TREC 2009 Blog Track. In: Proc. of TREC 2009 (2010)
Jiang, P., Yang, Q., Zhang, C., Niu, Z.: BIT at TREC 2009 Faceted Blog Distillation Task. In: Proc. of TREC 2009 (2010)
McCreadie, R., Macdonald, C., Ounis, I., Peng, J., Santos, R.L.T.: University of Glasgow at TREC 2009: Experiments with Terrier. In: Proc. of TREC 2009 (2010)
Oh, J., Jeong, O.-R., Lee, E., Kim, W.: A framework for collective intelligence from internet Q&A documents. IJWGS 7(2), 134–146 (2011)
ODP, http://www.dmoz.org
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Jeong, OR., Oh, J. (2012). Social Community Based Blog Search Framework. In: Yu, H., Yu, G., Hsu, W., Moon, YS., Unland, R., Yoo, J. (eds) Database Systems for Advanced Applications. DASFAA 2012. Lecture Notes in Computer Science, vol 7240. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29023-7_15
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DOI: https://doi.org/10.1007/978-3-642-29023-7_15
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