Data processing: artificial intelligence – Knowledge processing system
Reexamination Certificate
2005-10-31
2009-06-02
Holmes, Michael B (Department: 2129)
Data processing: artificial intelligence
Knowledge processing system
Reexamination Certificate
active
07542951
ABSTRACT:
Strategies are described for generating recommendations. The strategies generate a set of original recommendations based on a source of information. The strategies then transform the set of original recommendations into a set of similarity-spaced recommendations based on “repulsion force” analysis applied to the set of original recommendations. In a first implementation, the set of spaced recommendations represent a diverse sampling of items in the set of original recommendations. In a second implementation, the set of spaced recommendations represent a sampling of items in the set of original recommendations which omits or excludes recommendations assessed as obvious. A third implementation can combine the first and second implementations.
REFERENCES:
patent: 5758257 (1998-05-01), Herz et al.
patent: 5960411 (1999-09-01), Hartman et al.
patent: 6006225 (1999-12-01), Bowman et al.
patent: 6029141 (2000-02-01), Bezos et al.
patent: 6064980 (2000-05-01), Jacobi et al.
patent: 6088722 (2000-07-01), Herz et al.
patent: 6097817 (2000-08-01), Bilgic et al.
patent: 6169986 (2001-01-01), Bowman et al.
patent: 6185558 (2001-02-01), Bowman et al.
patent: 6208627 (2001-03-01), Menon et al.
patent: 6266649 (2001-07-01), Linden et al.
patent: 6317722 (2001-11-01), Jacobi et al.
patent: 6321221 (2001-11-01), Bieganski
patent: 6363420 (2002-03-01), Coward
patent: 6366910 (2002-04-01), Rajaraman et al.
patent: 6438579 (2002-08-01), Hosken
patent: 6466918 (2002-10-01), Spiegel et al.
patent: 6489968 (2002-12-01), Ortega et al.
patent: 6526026 (2003-02-01), Menon
patent: 6571243 (2003-05-01), Gupta et al.
patent: 6580906 (2003-06-01), Bilgic et al.
patent: 6606619 (2003-08-01), Ortega et al.
patent: 6625609 (2003-09-01), McDade et al.
patent: 6711586 (2004-03-01), Wells
patent: 6751205 (2004-06-01), Menon et al.
patent: 6772150 (2004-08-01), Whitman et al.
patent: 6785671 (2004-08-01), Bailey et al.
patent: 6853982 (2005-02-01), Smith et al.
patent: 6865546 (2005-03-01), Song
patent: 6912533 (2005-06-01), Hornick
patent: 7065528 (2006-06-01), Herz et al.
patent: 7079500 (2006-07-01), Menon
patent: 7322041 (2008-01-01), Bilgic et al.
patent: 7359364 (2008-04-01), Yuhan et al.
patent: 2001/0014868 (2001-08-01), Herz et al.
Vehicle-conformal SDARS diversity antenna system by a fast operating diversity algorithm Lindenmeier, H.K.; Reiber, L.M.; Hopf, J.F.; Lindenmeier, S.M.; Schuering, H.-G.; Hassmann, G.-H.; Antennas and Propagation Society International Symposium, 2005 IEEE vol. 1B, Jul. 8-8, 2005 pp. 76-79 vol. 1B.
Zhai et al., “Beyond Independent Relevance: Methods and Evaluation Metrics for Subtopic Retrieval,” SIGIR-2003, Toronto Canada, 2003, published by ACM, 8 pages.
Shneiderman, “Dynamic Queries for Visual Information Seeking,” University of Maryland, College Park, MD, revised 1994, 18 pages.
Mori et al., “Information Gain Ratio Meets Maximal Marginal Relevance,” Proceedings of the Third NTCIR Workshop, 2003 National Institute of Informatics, 16 pages.
Zaïane, “Principles of Knowledge Discovery in Databases,” available at <<http://www.cs.ualberta.ca/˜zaiane/courses/cmput690/slides/Chapter8/>>, accessed on Jan. 28, 2006, 45 pages.
Hinneburg et al., “Clustering Techniques for Large Data Sets,” available at <<http://users.informatik.uni-halle.de/˜hinnebur/ClusterTutorial/>>, accessed on Jan. 28, 2006, 65 pages.
Similarity Explorer sample screen shot, provided by Amazon.com, 1 page.
U.S. Appl. No. 11/263,563, filed Oct. 31, 2005, Kushal Chakrabarti et al., “Strategies for Providing Novel Recommendations.”
U.S. Appl. No. 10/684,313, Mason, “Predictive Analysis of Browse Activity Data of Users of a Database Access system in Which Items are Arranged in a Hierarchy.”
U.S. Appl. No. 11/041,522, filed Jan. 21, 2005, Holden et al., “Method and System for Automated Camparison of Items.”
U.S. Appl. No. 10/996,343, filed Oct. 15, 2004, Vadon, “Identifying Items Relevant to a Keyword.”
U.S. Appl. No. 10/966,827, filed Oct. 15, 2004, Vadon, “Identifying Items Relevant to a Keyword.”
U.S. Appl. No. 10/817,554, filed Oct. 15, 2004, “Automated Detection of Associations Between Search Criteria and Item Categories Based on Collective Analysis of User Activity Data.”
U.S. Appl. No. 10/864,288, filed Jun. 9, 2004, “Mining of User Activity Data to Extract Conditional Probability Data Reflective of User Selections From an Electronic Catalog.”
U.S. Appl. No. 10/262,587, filed Sep. 30, 2002, “Information Retrieval Systems and Methods that Use User-Defined Lists to Identify Related Offerings.”
Chakrabarti, et al., Non-Final Office Action for U.S. Appl. No. 11/263,563. Mailed on Aug. 25, 2008, 16 pages.
Chakrabarti Kushal
Kohavi Ron
Smith Brent R.
Amazon Technologies Inc.
Holmes Michael B
Lee & Hayes PLLC
LandOfFree
Strategies for providing diverse recommendations does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Strategies for providing diverse recommendations, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Strategies for providing diverse recommendations will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-4105755