Email this article A New Search Recommendation for automatically Mining Query Facets
Abstract
The delinquent of conclusion query facets which are numerous groups of words or phrases that explains and abridge the satisfied enclosed by a query. We accept that the imperative characteristics of a query are habitually existing and recurring in the query’s top regained documents in the style of lists, and question facets can be extracted out by collecting these significant lists. We advise a systematic solution, which we discuss to as QD Miner, to inevitably mine query facets by mining and grouping regular lists from free text, HTML tags, and reappearance regions within top search results. Experimental results appearance that a big number of lists do occur and useful query facets can be mined by QD Miner.
References
O. Ben-Yitzhak, N. Golbandi, N. Har’El, R. Lempel, A. Neumann, S. Ofek-Koifman, D. Sheinwald, E. Shekita, B. Sznajder, and S. Yogev, “Beyond basic faceted search,” in Proc. Int. Conf. Web Search Data Mining, 2008, pp. 33–44.
M. Diao, S. Mukherjea, N. Rajput, and K. Srivastava,, “Faceted search and browsing of audio content on spoken web,” in Proc. 19th ACM Int. Conf. Inf. Knowl. Manage., 2010, pp. 1029–1038.
D. Dash, J. Rao, N. Megiddo, A. Ailamaki, and G. Lohman, “Dynamic faceted search for discovery-driven analysis,” in ACM Int. Conf. Inf. Knowl. Manage., pp. 3–12, 2008.
W. Kong and J. Allan, “Extending faceted search to the general web,” in Proc.ACMInt. Conf. Inf. Knowl. Manage., 2014, pp. 839–848.
T. Cheng, X. Yan, and K. C.-C. Chang, “Supporting entity search: A large-scale prototype search engine,” in Proc. ACM SIGMOD Int. Conf. Manage. Data, 2007, pp. 1144–1146.
K. Balog, E. Meij, and M. de Rijke, “Entity search: Building bridges between two worlds,” in Proc. 3rd Int. Semantic Search Workshop, 2010, pp. 9:1–9:5.
M. Bron, K. Balog, and M. de Rijke, “Ranking related entities: Components and analyses,” in Proc. ACM Int. Conf. Inf. Knowl. Manage., 2010, pp. 1079–1088.
C. Li, N. Yan, S. B. Roy, L. Lisham, and G. Das, “Facetedpedia: Dynamic generation of query-dependent faceted interfaces for wikipedia,” in Proc. 19th Int. Conf. World Wide Web, 2010, pp. 651–660.
W. Dakka and P. G. Ipeirotis, “Automatic extraction of useful facet hierarchies from text databases,” in Proc. IEEE 24th Int. Conf. Data Eng., 2008, pp. 466–475.
A. Herdagdelen, M. Ciaramita, D. Mahler, M. Holmqvist, K. Hall, S. Riezler, and E. Alfonseca, “Generalized syntactic and semantic models of query reformulation,” in Proc. 33rd Int. ACM SIGIR Conf. Res. Develop. Inf. retrieval, 2010, pp. 283–290.
M. Mitra, A. Singhal, and C. Buckley, “Improving automatic query expansion,” in Proc. 21st Annu. Int. ACM SIGIR Conf. Res. Develop. Inf. Retrieval, 1998, pp. 206–214.
P. Anick, “Using terminological feedback for web search refinement: A log-based study,” in Proc. 26th Annu. Int. ACM SIGIR Conf. Res. Develop. Inf. Retrieval, 2003, pp. 88–95.
S. Riezler, Y. Liu, and A. Vasserman, “Translating queries into snippets for improved query expansion,” in Proc. 22nd Int. Conf. Comput. Ling., 2008, pp. 737–744.
X. Xue and W. B. Croft, “Modeling reformulation using query distributions,” ACM Trans. Inf. Syst., vol. 31, no. 2, pp. 6:1–6:34, May 2013.
L. Bing, W. Lam, T.-L. Wong, and S. Jameel, “Web query reformulation via joint modeling of latent topic dependency and term context,” ACM Trans. Inf. Syst., vol. 33, no. 2, pp. 6:1–6:38, eb. 2015
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