Forming intent-based clusters and employing same by search

Data processing: database and file management or data structures – Database design – Data structure types

Reexamination Certificate

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C707S793000, C707S793000, C707S793000

Reexamination Certificate

active

07657519

ABSTRACT:
A method is provided for analyzing a plurality of search sessions to identify intent-based clusters therein. Each session comprises at least one received query from a user and a corresponding set of returned search results, and each set of search results includes or refers to at least one piece of content. Each cluster represents a group of similar search sessions that are perceived as representing a common purpose and that can be mapped to a common set of search results. In the method, for each search session, each received query thereof, the corresponding set of search results, and whether any particular piece of content of the search results was acceptable to the user as responsive to the corresponding search session are identified. Thereafter, search sessions are grouped into clusters.

REFERENCES:
patent: 6012053 (2000-01-01), Pant et al.
patent: 6076051 (2000-06-01), Messerly et al.
patent: 6240408 (2001-05-01), Kaufman
patent: 6311194 (2001-10-01), Sheth et al.
patent: 6487553 (2002-11-01), Emens et al.
patent: 6499029 (2002-12-01), Kurapati et al.
patent: 6556983 (2003-04-01), Altschuler et al.
patent: 6584462 (2003-06-01), Neal et al.
patent: 6636853 (2003-10-01), Stephens, Jr.
patent: 6640218 (2003-10-01), Golding et al.
patent: 6671681 (2003-12-01), Emens et al.
patent: 6681247 (2004-01-01), Payton
patent: 6687696 (2004-02-01), Hofmann et al.
patent: 6718324 (2004-04-01), Edlund et al.
patent: 6728932 (2004-04-01), Chundi et al.
patent: 6741990 (2004-05-01), Nair et al.
patent: 6832218 (2004-12-01), Emens et al.
patent: 7181447 (2007-02-01), Curtis et al.
patent: 2002/0169770 (2002-11-01), Kim et al.
patent: 2003/0014399 (2003-01-01), Hansen et al.
patent: 2003/0120654 (2003-06-01), Edlund et al.
patent: 2004/0093321 (2004-05-01), Roustant et al.
patent: 2004/0254920 (2004-12-01), Brill et al.
patent: 2005/0015366 (2005-01-01), Carrasco et al.
patent: 2005/0060287 (2005-03-01), Hellman et al.
patent: 2005/0065959 (2005-03-01), Smith et al.
patent: 2005/0125391 (2005-06-01), Curtis et al.
patent: 2006/0015504 (2006-01-01), Yu et al.
patent: 2006/0026152 (2006-02-01), Zeng et al.
Wang, W., & Zaiane, O.R., “Clustering Web Sessions by Sequence Alignment”, IEEE, Aix-en-Provence, France, 2002, pp. 394-398.
A. Banerjee and J. Ghosh, “Clickstream clustering suing weighted longest common subsequences”, In Proc. of Workshop on Web Mining in First International SIAM conference on Data Mining, Chicago, Apr. 2001, pp. 33-40.
Beeferman, D., & Berger, “Agglomerative clustering of a search engine query log”, ACM, International Conference on Knowledge Discovery and Data Mining, Boston, Aug. 2000, pp. 407-416.
He, D., Goker et al, “Detecting session boundaries from web user logs”, In Proceedings of the BCS/IRSG 22rn Annual Colloquium on Informational Retrieval Research, Cambridge, UK, Apr. 2000, pp. 57-66.
Beeferman, D., “Agglomerative Clustering of a Search Engine Query Log”,Proceedings of the ACM SIGKDD. International Conference on Knowledge Discovery and Data Mining, 2003, 407-416, XP-002316268.
Fonseca, B.M. et al., “Using Association Rules to Discover Search Engines Related Queries”,Proceedings of the First Latin American Web Congress, 2003, 66-71, XP010672354.
Hastie, T. et al., “Unsupervised Learning”,The Elements of Statistical Learning-Data Mining, Inference, and Prediction, 2003, 437-508, XP 002362673.
Wen, J-R. et al., “Query Clustering Using User Logs”,ACM Transactions on Information Systems, 2002, 20(1), 59-81.

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