Optimized rule based constraints for collaborative filtering...

Details Optimized rule based constraints for collaborative filtering... Optimized rule based constraints for collaborative filtering...

1999-09-24

2008-12-02

Wassum, Luke S (Department: 2167)

Data processing: database and file management or data structures

Database design

Data structure types

C707S793000

Reexamination Certificate

active

07461058

ABSTRACT:
Methods, systems, and articles of manufacture consistent with the present invention provide a recommendation server that receives a recommendation request from a user of a client computer. The recommendation server contains software to provide recommendations to the user. To provide the recommendations, the recommendation server applies a constraint filter and a recommendation filter on a set of items.

REFERENCES:
patent: 4870579 (1989-09-01), Hey
patent: 4996642 (1991-02-01), Hey
patent: 5091852 (1992-02-01), Tsuchida et al.
patent: 5668987 (1997-09-01), Schneider
patent: 5749081 (1998-05-01), Whiteis
patent: 5790426 (1998-08-01), Robinson
patent: 5835087 (1998-11-01), Herz et al.
patent: 5872850 (1999-02-01), Klein et al.
patent: 5884282 (1999-03-01), Robinson
patent: 5893909 (1999-04-01), Nomura et al.
patent: 5918014 (1999-06-01), Robinson
patent: 5983214 (1999-11-01), Lang et al.
patent: 6006218 (1999-12-01), Breese et al.
patent: 6006225 (1999-12-01), Bowman et al.
patent: 6016475 (2000-01-01), Miller et al.
patent: 6018738 (2000-01-01), Breese et al.
patent: 6041311 (2000-03-01), Chislenko et al.
patent: 6049777 (2000-04-01), Sheena et al.
patent: 6064980 (2000-05-01), Jacobi et al.
patent: 6067542 (2000-05-01), Carino, Jr.
patent: 6092049 (2000-07-01), Chislenko et al.
patent: 6108493 (2000-08-01), Miller et al.
patent: 6112186 (2000-08-01), Bergh et al.
patent: 6266649 (2001-07-01), Linden et al.
patent: 6313745 (2001-11-01), Suzuki
patent: 6314420 (2001-11-01), Lang et al.
patent: 6317722 (2001-11-01), Jacobi et al.
patent: 6321179 (2001-11-01), Glance et al.
patent: 6321221 (2001-11-01), Bieganski
patent: 6334127 (2001-12-01), Bieganski et al.
patent: 6341281 (2002-01-01), MacNicol et al.
patent: 6356889 (2002-03-01), Lohman et al.
patent: 6412012 (2002-06-01), Bieganski et al.
patent: 6415368 (2002-07-01), Glance et al.
patent: 6434550 (2002-08-01), Warner et al.
patent: 6438579 (2002-08-01), Hosken
patent: 6460036 (2002-10-01), Herz
patent: 6487539 (2002-11-01), Aggarwal et al.
patent: 6629079 (2003-09-01), Spiegel et al.
patent: 6636836 (2003-10-01), Pyo
patent: 2002/0065721 (2002-05-01), Lema et al.
patent: 2002/0120609 (2002-08-01), Lang et al.
patent: 2002/0199194 (2002-12-01), Ali
patent: 2003/0191737 (2003-10-01), Steele et al.
patent: 2004/0034652 (2004-02-01), Hofmann et al.
patent: 2005/0091245 (2005-04-01), Chickering et al.
patent: 2005/0125307 (2005-06-01), Hunt et al.
patent: 2007/0124276 (2007-05-01), Weissman et al.
patent: 2249096 (2000-03-01), None
patent: 1-169605 (1989-07-01), None
patent: 7-152771 (1995-06-01), None
patent: 7-234881 (1995-09-01), None
patent: 8-331077 (1996-12-01), None
patent: 9-153027 (1997-06-01), None
patent: 9-265478 (1997-10-01), None
patent: 10-32797 (1998-02-01), None
patent: 10-63680 (1998-03-01), None
patent: 10-63681 (1998-03-01), None
patent: 10-63749 (1998-03-01), None
patent: 10-74206 (1998-03-01), None
patent: 10-91642 (1998-04-01), None
patent: 10-91647 (1998-04-01), None
patent: 10-91686 (1998-04-01), None
patent: 10-143540 (1998-05-01), None
patent: 10-143541 (1998-05-01), None
patent: 10-162025 (1998-06-01), None
patent: 10-162027 (1998-06-01), None
patent: 10-162028 (1998-06-01), None
patent: 10-198706 (1998-07-01), None
patent: 10-228482 (1998-08-01), None
patent: 10-228487 (1998-08-01), None
patent: 10-240749 (1998-09-01), None
patent: 10-247198 (1998-09-01), None
patent: 10-257405 (1998-09-01), None
patent: 10-260955 (1998-09-01), None
patent: 10-283403 (1998-10-01), None
patent: 10-289245 (1998-10-01), None
patent: 10-301950 (1998-11-01), None
patent: 10-307845 (1998-11-01), None
patent: 10-320415 (1998-12-01), None
patent: 10-340270 (1998-12-01), None
patent: 11-7453 (1999-01-01), None
patent: 11-7472 (1999-01-01), None
patent: 11-15840 (1999-01-01), None
patent: 11-45265 (1999-02-01), None
patent: 11-45284 (1999-02-01), None
patent: 11-45286 (1999-02-01), None
patent: 11-45289 (1999-02-01), None
patent: 11-45290 (1999-02-01), None
patent: 11-53394 (1999-02-01), None
patent: 11-66081 (1999-03-01), None
patent: 11-66097 (1999-03-01), None
patent: 11-66098 (1999-03-01), None
patent: 11-96164 (1999-04-01), None
patent: 11-110410 (1999-04-01), None
patent: 11-120189 (1999-04-01), None
patent: 11-134345 (1999-05-01), None
patent: 11-134361 (1999-05-01), None
patent: 11-143900 (1999-05-01), None
patent: 11-161670 (1999-06-01), None
patent: 11-164217 (1999-06-01), None
patent: 11-175546 (1999-07-01), None
patent: 11-184890 (1999-07-01), None
patent: 11-184891 (1999-07-01), None
patent: 11-195035 (1999-07-01), None
patent: 11-205706 (1999-07-01), None
patent: 11-212996 (1999-08-01), None
patent: 11-232278 (1999-08-01), None
patent: 11-232287 (1999-08-01), None
patent: 11-509019 (1999-08-01), None
patent: 11-250091 (1999-09-01), None
patent: 11-259497 (1999-09-01), None
patent: 11-272574 (1999-10-01), None
patent: 11-282874 (1999-10-01), None
patent: 11-282875 (1999-10-01), None
patent: 11-308547 (1999-11-01), None
patent: 11-312177 (1999-11-01), None
patent: 11-316759 (1999-11-01), None
patent: 11-328266 (1999-11-01), None
patent: 11-338869 (1999-12-01), None
patent: 11-338872 (1999-12-01), None
patent: 11-338879 (1999-12-01), None
patent: 11-345446 (1999-12-01), None
patent: 2000-13708 (2000-01-01), None
patent: 2000-23112 (2000-01-01), None
patent: 2000-48046 (2000-02-01), None
patent: 2000-57090 (2000-02-01), None
patent: WO 98/33135 (1998-07-01), None
patent: WO 98/40832 (1998-09-01), None
patent: WO 01/24032 (2001-04-01), None
patent: WO 01/37162 (2001-05-01), None
PRNewswire, “Net Perceptions and Shop At Home to Provide Personalized Product Recommendations for Shop At Home Customers”, Jul. 19, 1999.
Jarke, M. and Koch, J. “Query Optimization in Database Systems”, ACM Computing Surveys, vol. 16, No. 2, Jun. 1984, pp. 111-152.
Jarke, M. and J. Koch “Query Optimization in Database Systems”, ACM Computing Surveys, vol. 16, No. 2, pp. 111-152, Jun. 1984.
Schafer, J.B., J. Konstan and J. Riedl “Recommender Systems in E-Commerce”, Proceedings of the 1st ACM Conference on Electronic Commerce, pp. 158-166, Nov. 1999.
Schafer, J.B., J.A. Konstan and J. Riedl “Meta-Recommendation Systems: User-Controlled Integration of Diverse Recommendations”, Proceedings of the 11th International Conference on Information & Knowledge Management, pp. 43-51, Nov. 4-9, 2002.
Stolze, M. “Domain-Oriented Recommender Applications: A Framework for Intimate Recommending”, Proceedings of the Adaptive Hypermedia Workshop on Recommendation and Personalization in eCommerce, pp. 124-131, 2002.
“Agents that Reduce Work and Information Overload,”Communications of the ACM, Jul. 1994, vol. 37, No. 7, pp. 31-40 and 46.
Balabonovic, M. et al., “Content-Based, Collaborative Recommendation,”Communications of the ACM, Mar. 1997, vol. 40, No. 3, pp. 66-72.
Basu, C. et al., “Recommendation as Classification: Using Social and Content-Based Information in Recommendation,”Proceedings of the Annual 15thNational Conference on Artificial Intelligence(AAAI-98), 10thConference on Innovative Applications of Artificial Intelligence(IAAI98), Learning About People, 1998, pp. 714-720.
Belkin, N.J. et al., “Information Filtering and Information Retrieval: Two Sides of the Same Coin?”Communications of the ACM, Dec. 1992, vol. 35, No. 12, pp. 29-38.
Berry, M.W. et al., “Using Linear Algebra for Intelligent Information Retrieval,” Computer Science Dept., CS-94-270, Dec. 1994, 24 pages.
Boone, G., “Concept Features in Re: Agent, An Intelligent Email Agent,”Autonomous Agents, 1998, pp. 141-148.
Breese, J.S. et al., “Empirical Analysis of Predictive Algorithms for Collaborative Filtering,” Technical Report MSR-TR-98-12, Microsoft Research, Microsoft Corporation, pp. 1-20, May 1998, revised Oct. 1998.
Cohen, W.W., “Fast Effective Rule Induction,”12th Int. Conf. on Machine Learning, Jul. 9-12, 1995, pp. 80-89.
Cohen, W.W., “Learning Rules that Classify E-Mail,” in

Affiliated with

Also associated with

Rating

Optimized rule based constraints for collaborative filtering... does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Optimized rule based constraints for collaborative filtering..., we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Optimized rule based constraints for collaborative filtering... will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFUS-PAI-O-4049742