Recommendation system

Data processing: financial – business practice – management – or co – Automated electrical financial or business practice or... – Electronic shopping

Reexamination Certificate

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

C705S014530

Reexamination Certificate

active

07908183

ABSTRACT:
A computer-implemented service analyzes purchase histories and/or other types of behavioral data of users on an aggregated basis to detect and quantify associations between particular items represented in an electronic catalog. The detected associations are stored in a mapping structure that maps items to related items, and is used to recommend items to users of the electronic catalog. The items may include products and/or categories of products.

REFERENCES:
patent: 4870579 (1989-09-01), Hey
patent: 4992940 (1991-02-01), Dworkin
patent: 4996642 (1991-02-01), Hey
patent: 5235509 (1993-08-01), Mueller et al.
patent: 5446891 (1995-08-01), Kaplan et al.
patent: 5459306 (1995-10-01), Stein et al.
patent: 5583763 (1996-12-01), Atcheson et al.
patent: 5615341 (1997-03-01), Agrawal et al.
patent: 5704017 (1997-12-01), Heckerman et al.
patent: 5724567 (1998-03-01), Rose et al.
patent: 5732398 (1998-03-01), Tagawa
patent: 5734885 (1998-03-01), Agrawal et al.
patent: 5745681 (1998-04-01), Levine et al.
patent: 5749081 (1998-05-01), Whiteis
patent: 5758257 (1998-05-01), Herz et al.
patent: 5758333 (1998-05-01), Bauer et al.
patent: 5774670 (1998-06-01), Montulli
patent: 5774868 (1998-06-01), Cragun et al.
patent: 5790426 (1998-08-01), Robinson
patent: 5790935 (1998-08-01), Payton
patent: 5794209 (1998-08-01), Agrawal et al.
patent: 5794210 (1998-08-01), Goldhaber et al.
patent: 5842200 (1998-11-01), Agrawal et al.
patent: 5867799 (1999-02-01), Lang et al.
patent: 5872850 (1999-02-01), Klein et al.
patent: 5884282 (1999-03-01), Robinson
patent: 5905973 (1999-05-01), Yonezawa et al.
patent: 5909023 (1999-06-01), Ono et al.
patent: 5909492 (1999-06-01), Payne et al.
patent: 5918014 (1999-06-01), Robinson
patent: 5920855 (1999-07-01), Aggarwal et al.
patent: 5974396 (1999-10-01), Anderson et al.
patent: 6003029 (1999-12-01), Agrawal 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: 6029139 (2000-02-01), Cunningham et al.
patent: 6029182 (2000-02-01), Nehab et al.
patent: 6029195 (2000-02-01), Herz
patent: 6041311 (2000-03-01), Chislenko et al.
patent: 6049777 (2000-04-01), Sheena et al.
patent: 6055513 (2000-04-01), Katz et al.
patent: 6064980 (2000-05-01), Jacobi et al.
patent: 6078740 (2000-06-01), DeTreville
patent: 6084528 (2000-07-01), Beach et al.
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: 6144964 (2000-11-01), Breese et al.
patent: 6195657 (2001-02-01), Rucker et al.
patent: 6202058 (2001-03-01), Rose 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: 6330592 (2001-12-01), Makuch et al.
patent: 6334127 (2001-12-01), Bieganski et al.
patent: 6356879 (2002-03-01), Aggarwal et al.
patent: 6460036 (2002-10-01), Herz
patent: 6484149 (2002-11-01), Jammes et al.
patent: 6507872 (2003-01-01), Geshwind
patent: 6587127 (2003-07-01), Leeke et al.
patent: 6629079 (2003-09-01), Spiegel et al.
patent: 6691163 (2004-02-01), Tufts
patent: 6782370 (2004-08-01), Stack
patent: 6912505 (2005-06-01), Linden et al.
patent: 6996572 (2006-02-01), Chakrabarti et al.
patent: 7155401 (2006-12-01), Cragun et al.
patent: 2001/0013009 (2001-08-01), Greening et al.
patent: 2001/0014868 (2001-08-01), Herz et al.
patent: 0 265 083 (1988-04-01), None
patent: 0 751 471 (1997-01-01), None
patent: 0 827 063 (1998-03-01), None
patent: 2 336 925 (1999-03-01), None
“Feedforward neural networK”, Wikipedia, downloaded Jan. 28, 2011.
Apte, C., “Data Mining—An Industrial Research Perspective”, IEEE Computational Science and Engineering, Apr.-Jun. 1997; found online with the Google search made of record herewith and downloaded Jan. 28, 2011.
Upendra Shardanand and Pattie Maes with MIT Media-Lab, Social Information Filtering: Algorithms for Automating “Word of Mouth”, 8 pgs (undated).
Combining Social Networks and Collaborative Filtering, Communications of the ACM, Mar. 1997/vol. 40, No. 3, pp. 63-65.
Pointing the Way: Active Collaborative Filtering, CHI '95 Proceedings Papers, 11 pgs.
Bradley N. Miller, John T. Riedl, and Joseph A. Konstan with Department of Computer Science, University of Minnesota, Experiences with GroupLens: Making Usenet Useful Again, 13 pgs.
A System for Sharing Recommendations, Communications of the ACM, Mar. 1997/vol. 40, No. 3, pp. 59-62.
Recommender Systems for Evaluating Computer Messages, Communications of the ACM, Mar. 1997/vol. 40, No. 3, pp. 88 and 89.
Content-Based, Collaborative Recommendation, Communications of the ACM, Mar. 1997/vol. 40, No. 3, pp. 66-72.
Applying Collaborative Filtering to Usenet News, Communications of the ACM, Mar. 1997/vol. 40, No. 3, pp. 77-87.
Personalized Navigation for the Web, Communications of the ACM, Mar. 1997/vol. 40, No. 3, pp. 73-76.
GroupLens: An Open Architecture for Collaborative Filtering of Netnews, 18 pgs.
Net Perceptions, Inc., White Paper, Building Customer Loyalty and High-Yield Relationships Through GroupLens Collaborative Filtering, 9 pgs., Nov. 22, 1996.
Christos Faloutsos and Douglas Oard with University of Maryland, A Survey of Information Retrieval and Filtering Methods, 22 pgs (undated).
Joaquin Delgado, “Intelligent Collaborative Information Retrieval”.
Joaquin Delgado, “Content-based Collaborative Information Filtering”.
Marko Balabanovic and Yoav Shoham, “Content-Based, Collaborative Recommendation,” Communications of the ACM, vol. 40n3, pp. 66-72, dated Mar. 1997.
“COSMOCOM,” Computer Telephony, p. 124, dated Jul. 1998.
Brier, S.E., “Smart Devices Peep Into Your Grocery Cart,” New York Times Co., Section G, p. 3, col. 3, Circuits, dated Jul. 1998.
Nash, E.L., “Direct Marketing; Strategy, Planning, Execution,” 3rdEd., McGraw-Hill, Inc., pp. 165, & 365-6. (1994).
“iCatElectronic Commerce Suite Takes ‘Best of Show’ Award At WebINNOVATION 97,” PR Newswire, Jun. 1997.
“iCatElectronic Corporation: iCat's Commerce Suite Makes Setting Up Shop on 'Net Even Easier Than High Street,” M2 Presswire, dated Feb. 1997.
Dragan et al., “Advice From the Web,” PC Magazine, v. 16, n. 15, p. 133, dated Sep. 1997.
“Able Solutions Announces Able Commerce 2.6,” PR Newswire, dated Sep. 1998.
“Internet World—IBM to Expand E-Comm Features,” Newsbytes News Network, dated Dec. 1996.
McMains, A., “Weiss, Whitten, Staliano's,” ADWEEK Eastern Edition, V. 39, N. 24, p. 82, dated Jun. 1998.
“Cdnow Rated Top Music Site by eMarketer, the Authority on Business Online,” PR Newswire, dated Sep. 1998.
“Net Perceptions Closes Second Round of Financing: GroupLens secures No. 1 recommendation system spot with strong endorsement by investment community,” Business Wire, p. 3020013, Dialog File 16, AN 05495619, dated Mar. 1998.
“LinkShare Launches Affiliates Profiling Software; First to Integrate Personalization Software Into Affiliates Program,” PR Newswire, LinkShare Corp., Dialog File 813, AN 1232636, dated Feb. 1998.
“Fort Point Partners Teams With LikeMinds to Offer Breakthrough Personalization Technology for Increased Sales Online,” Business Wire, p. 3110064, Dialog File 16, AN 05510541, dated Mar. 1998.
“Net Perceptions Debuts GroupLens Version 3.0 at Internet World Spring; ‘Industrial Strength Tool Matures Into Essential Website Technology’,” Business Wire, p. 3090007, Dialog File 16, AN 05505690, dated Mar. 1998.
“Home Box Office Selects Like Minds Personalization Software for Second Network Site,” PR Newswire, p. 1117SFM023, Dialog File 148, AN 09869396, dated Nov. 1997.
“GroupLens Recommendation Engine to Standarize Internet Personalization for Singapore's Online Technologies Consortium,” Business Wire, D

LandOfFree

Say what you really think

Search LandOfFree.com for the USA inventors and patents. Rate them and share your experience with other people.

Rating

Recommendation system does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Recommendation system, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Recommendation system will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFUS-PAI-O-2673149

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.