Best-bet recommendations

Details Best-bet recommendations Best-bet recommendations

2009-07-30

2011-12-20

Lin, Shew-Fen (Department: 2166)

Data processing: database and file management or data structures

Database and file access

Post processing of search results

C707S751000

Reexamination Certificate

active

08082247

ABSTRACT:
Best-bet recommendation may be provided. User behavior associated with a search result may be logged and applied to a relevance classifier. The relevance classifier may determine whether the user behavior indicates that the search result may comprise a best-bet result. A best-bet result may comprise a result associated with a high confidence that the result may be satisfactory to a user. The relevance classifier may be trained according to past searches and user behavior to improve the confidence on best-bet recommendations. Once confidence in a search result is high enough, future searches on the same query may provide the best-bet result to the searching user.

REFERENCES:
patent: 5734887 (1998-03-01), Kingberg et al.
patent: 6202062 (2001-03-01), Cameron et al.
patent: 6546389 (2003-04-01), Agrawal et al.
patent: 6553412 (2003-04-01), Kloba et al.
patent: 6738764 (2004-05-01), Mao et al.
patent: 6785768 (2004-08-01), Peters et al.
patent: 7051038 (2006-05-01), Yeh et al.
patent: 7197497 (2007-03-01), Cossock
patent: 7203909 (2007-04-01), Horvitz et al.
patent: 7337370 (2008-02-01), Haynes et al.
patent: 7340472 (2008-03-01), Makus et al.
patent: 7493352 (2009-02-01), O'Neil et al.
patent: 7499939 (2009-03-01), Jandhyala et al.
patent: 7716225 (2010-05-01), Dean et al.
patent: 7752201 (2010-07-01), Anderson et al.
patent: 7987182 (2011-07-01), Slothouber et al.
patent: 2002/0099818 (2002-07-01), Russell et al.
patent: 2002/0103798 (2002-08-01), Abrol et al.
patent: 2002/0123988 (2002-09-01), Dean et al.
patent: 2002/0169868 (2002-11-01), Lopke et al.
patent: 2003/0028591 (2003-02-01), Goloshubin et al.
patent: 2003/0084377 (2003-05-01), Parks et al.
patent: 2003/0115189 (2003-06-01), Srinivasa et al.
patent: 2004/0260715 (2004-12-01), Mongeon et al.
patent: 2005/0071741 (2005-03-01), Acharya et al.
patent: 2005/0210024 (2005-09-01), Hurst-Hiller et al.
patent: 2005/0240580 (2005-10-01), Zamir et al.
patent: 2006/0004711 (2006-01-01), Naam
patent: 2006/0277205 (2006-12-01), Song et al.
patent: 2007/0121626 (2007-05-01), Shepard
patent: 2007/0208730 (2007-09-01), Agichtein et al.
patent: 2008/0005091 (2008-01-01), Lawler et al.
patent: 2008/0030764 (2008-02-01), Zhu et al.
patent: 2008/0114751 (2008-05-01), Cramer et al.
patent: 2008/0114875 (2008-05-01), Anastas et al.
patent: 2008/0147731 (2008-06-01), Narayana et al.
patent: 2008/0195646 (2008-08-01), Meijer et al.
patent: 2008/0270469 (2008-10-01), Myerson et al.
patent: 2008/0275951 (2008-11-01), Hind et al.
patent: 2008/0281809 (2008-11-01), Anderson et al.
patent: 2008/0294760 (2008-11-01), Sampson et al.
patent: 2009/0006478 (2009-01-01), Rikhtverchik et al.
patent: 2009/0049052 (2009-02-01), Sharma et al.
patent: 2009/0049372 (2009-02-01), Goldberg
patent: 2009/0070337 (2009-03-01), Romem et al.
patent: 2010/0125570 (2010-05-01), Chapelle et al.
patent: 2010/0332531 (2010-12-01), Galande
patent: 2010/0332550 (2010-12-01), Ainslie
patent: 2011/0029489 (2011-02-01), Zhao
patent: 2011/0029516 (2011-02-01), Chang et al.
patent: 2011/0029581 (2011-02-01), Zhao et al.
“9 Oracle Net,” https://students.kiv.zcu.cz/doc/oracle/ gateways.102/b16218
et.htm, pp. 1-6 (Publicly known at least as early as Apr. 22, 2009).
“Malaysian Public Sector Open Source Software (OSS) Program Web Application Guidelines,” pp. 1-42 (Apr. 2008).
“Objectivity/HA—The High Availability Option,” http://www.objectivity.com/pages/objectivity/high—availability.asp, pp. 1-5 (Publicly known at least as early as Apr. 22, 2009).
“Predictive Analysis with SQL Server 2008, White Paper,” http://download.microsoft.com/download/6/9/D/69D1FEA7-5B42-437A-B3BA-A4AD13E34EF6/SQL2008PredictAnalysis.docx, pp. 1-15 (Jul. 2008).
“Rdb: Distributed Option,” http://www.oracle.com/technology/products/rdb7/htdocs/ fs—dist.htm, pp. 1-2 (Publicly known at least as early as Apr. 22, 2009).
“Server-side or client-side web analytics (part 2),” http://www.vdgraaf.info/server-side-or-client-side-web-analytics-part-2.html, 3 pages (Jul. 25, 2007).
“Web analytics,”Wikipedia, the free encyclopedia, http://en.wikipedia.org/ wiki/Web—analytics, 9 pages (Apr. 12, 2009).
“What Makes CardioLog Different The best SharePoint reporting solution,” http://www.intlock.com/intlocksite/ProductsAndServices/CardioLog/What-Makes-CardioLog-Different.asp, pp. 1-2 (Copyright 2008).
Agichtein, E. et al., Identifying “Best Bet” Web Search Results by Mining Past User Behavior,Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, Pennsylvania, 7 pages (Aug. 20-23, 2006).
Bilenko, M. et al., “Mining the Search Trails of Surfing Crowds: Identifying Relevant Websites From User Activity,”Proceeding of the 17th International Conference on World Wide Web, Beijing, China, 10 pages (Apr. 21-25, 2008).
Bruggeman, M. et al., “Exploring the Data View Web Part,” http://www.lcbridge.nl/vision/2009/dvwp.htm, pp. 1-17 (Feb. 19, 2009).
Burton, M. et al., “The Value of Web Log Data in Use-Based Design and Testing,”JCMC, vol. 6, No. 3, pp. 1-26, http://jcmc.indiana.edu/vol6/issue3/burton.html (Apr. 2001).
Chang, F. et al., “Bigtable: A Distributed Storage System for Structured Data,”OSDI2006, pp. 1-14 (2006).
Eckerson, W., “Federating Distributed Data,”Information Management Magazine, http://www.information-management.com/issues/9991101/1555-1.html, pp. 1-2 (Nov. 1, 1999).
Horowitz, J. et al., “Decomposing Heterogeneous Inter-Entity Relationship Updates,”IEEE Transactions on Knowledge and Data Engineering, vol. 4, No. 4, pp. 360-370 (Aug. 1992).
Huang, Z. et al., “A Graph Model for E-Commerce Recommender Systems,”Journal of the American Society for Information Science and Technology, vol. 55, No. 3, pp. 259-274 (2004).
Imhof, J., “Web search enhancement based on User Behaviour Information,” https://www.dbis.ethz.ch/education/ss2007/ 07—dbs—algodbs/ImhofReport.pdf, pp. 1-23 (Jun. 11, 2007).
Imhoff, C., “Active Data Warehousing—the Ultimate Fulfillment of the Operational Data Store,” http://www.teradata.com/t/assets/0/206/276/33b475d5-edlc-4eef-81be-51507e7c0667.pdf, pp. 1-14 (Copyright 2001).
Jones, M., “Web-based Data Management,” http://www.ecoinformatics.org/pubs/guide/jones.fv2.htm, pp. 1-8 (Publicly known at least as early as Apr. 22, 2009).
Norguet, J. et al., “A Page-Classification Approach to Web Usage Semantic Analysis,”Engineering Letters, vol. 14, 7 pages (Feb. 12, 2007).
Olamendy, J., “Distributed Database Management Systems,” http://www.c-sharpcorner.com/UploadFile/john—charles/ DistributedDatabaseManagementSystems12172008141339PM/ DistributedDatabaseManagementSystems.aspx, pp. 1-3 (Dec. 17, 2008).
Olszak, C. et al., “Business Intelligence Systems in the Holistic Infrastructure Development Supporting Decision-Making in Organisations,”Interdisciplinary Journal of Information, Knowledge, and Management, vol. 1, pp. 47-58 (2006).
Qiu, F. et al., “Automatic Identification of User Interest for Personalized Search,”Proceedings of the 15th International Conference on World Wide Web, Edinburgh, United Kingdom, 10 pages (May 22-26, 2006).
Son, L. et al., “The Visualisation of Internet Usage,”Southern African Networks and Applications Conference(SATNAC) 2004, 6 pages (Sep. 6-8, 2004).
Strumme, G. et al., “Usage Mining for and on the Semantic Web,”Proc. NSF Workshop on Next Generation Data Mining, Baltimore, Maryland, 10 pages (Nov. 2002).
U.S. Appl. No. 12/512,859, filed Jul. 30, 2009, entitled “Web-Usage Pattern Insight Platform”.
U.S. Appl. No. 12/492,704, filed Jun. 26, 2009, entitled “Platform for Configurable Logging Instrumentation”.
U.S. Appl. No. 12/492,675, filed Jun. 26, 2009, entitled “Batched Transfer of Arbitrarily Distrib

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