Approach for estimating user ratings of items

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

Reexamination Certificate

active

07403910

ABSTRACT:
According to another embodiment of the invention, an approach is provided for estimating how a user would rate an item that the user has not yet rated. The approach is applicable to any type of items, including rental items such as movies and games, and the invention is not limited to any particular type of item. The approach is applicable to a wide variety of contexts and is ideally suited for automatically selecting rental items to be recommended for rental. One or more items that have been rated by the user are identified. Then, one or more other users are identified that have rated the one or more items and given ratings to the one or more items that are substantially similar to ratings given by user to the one or more items. Finally, an estimation is made how the user would rate the item that the user has not yet rated based upon how the one or more other users rated the item.

REFERENCES:
patent: 5095195 (1992-03-01), Harman et al.
patent: 5664110 (1997-09-01), Green et al.
patent: 5704017 (1997-12-01), Heckerman et al.
patent: 5749081 (1998-05-01), Whiteis
patent: 5790426 (1998-08-01), Robinson
patent: 5842199 (1998-11-01), Miller et al.
patent: 5867799 (1999-02-01), Lang et al.
patent: 5884282 (1999-03-01), Robinson
patent: 5918014 (1999-06-01), Robinson
patent: 5918213 (1999-06-01), Bernard et al.
patent: 5983214 (1999-11-01), Lang et al.
patent: 6012052 (2000-01-01), Altschuler et al.
patent: 6016475 (2000-01-01), Miller et al.
patent: 6029161 (2000-02-01), Lang et al.
patent: 6041311 (2000-03-01), Chislenko et al.
patent: 6049777 (2000-04-01), Sheena 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: 6236985 (2001-05-01), Aggarwal et al.
patent: 6286139 (2001-09-01), Decinque
patent: 6308168 (2001-10-01), Dovich et al.
patent: 6321179 (2001-11-01), Glance 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: 6389372 (2002-05-01), Glance et al.
patent: 6412012 (2002-06-01), Bieganski et al.
patent: 6484123 (2002-11-01), Srivastava
patent: 6487539 (2002-11-01), Aggarwal et al.
patent: 6487541 (2002-11-01), Aggarwal et al.
patent: 6496816 (2002-12-01), Thiesson et al.
patent: 6782370 (2004-08-01), Stack
patent: 2005/0086127 (2005-04-01), Hastings et al.
patent: 2005/0125307 (2005-06-01), Hunt et al.
patent: WO/009105307 (1991-04-01), None
Leading Online E-Commerce and Entertainment Retailers Endorse Andromedia's LikeMinds Personalization Server 3.0, Business Editors/High-Tech Writers. Business Wire. New York: Jul. 15, 1999, 4 pages, downloaded from ProQuest on the Internet on Apr. 16, 2007.
U.S. Appl. No. 09/404,597.
U.S. Appl. No. 09/661,436.
U.S. Appl. No. 09/887,528.
U.S. Appl. No. 09/571,020.
“Facts About the Library,” a section of book entitled “Oh! Say. Can You See . . . ” 1992 American Action Fund for Blind Children and Adults, retrieved from http://www.web.archive.org/web/20000104114940/www.actionfund.org/saysee09.htm, 2 pages.
Application for Library Services for the Kenneth Jernigan Library for Blind-Children, last updated May 27, 1999, retrieved from http://web.archive.org/web/19991103190509/www.actionfund.org/kjlib.htm, 3 pages.
Audio Diversions Home Page, last updated Mar. 3, 1999 [online] retrieved on Feb. 26, 2004 from http://web.archive.org/web/19990508140319/www.audiodiversions.com/audiodinversions-cgi/home.cgi; 2 pages.
Literature for Listening Club of Audio Diversions, last updated Mar. 12, 1999 [online] retrieved on Aug. 31, 2003 from http://web.archive.org/web/19990908120905/www.audiodiversions.com/audiodiversions-cgi/listening.cgi?id=0508075008; 2 pages.
Audiobook Search of Audio Diversions [online] retrieved on Aug. 31, 2003 from http://web.archive.org/web/19990908104726/www.audiodiversions.com/audiodiversions-cgi/catalog.cgi?id=0508075008, 2 pages.
Books On Tape Home Page, Apr. 22, 1999 [online] retrieved on Aug. 31, 2003 from http://web.archive.org/web/19990424061355/http://www.booksontape.com/, 2 pages.
More AboutB-O-T® & Frequently Asked Questions, [online] retrieved on Aug. 31, 2003 from http://web.archive.org/web/19990508223402/http://www.booksontape.com/i/help.htm, 11 pages.
America's Online Door to Door Rental Store, 1999 copyright [online] retrieved from http://web.archive.org/web/19990922160527/http://www.dvdovernight.com/; 2 pages.
Getting Started, 1999 copyright [online] retrieved from http://web.archive.org/web/20000304111243/www.dvdovernight.com/started.html; 7 pages.
Top DVD Rentals, DVD Overnight Store Policies & Frequently Asked Questions, 1999 copyright [online] retrieved from http://web.archive.org/web/19991123014901/www.dvdovernight.com/service.html; 8 pages.
Customer Service Questions & Answers, 2000 copyright [online] retrieved from http://web.archive.org/web/20001109071400/www.dvdovernight.com/dvd/custservice.html; 5 pages.
DVD Cache Frequently Asked Questions, [online] retrieved from http://web.archive.org/web/20000512001209/www.dvdcache.com/store/customer—service.html; 5 pages.
Libraries [online] retrieved on Feb. 26, 2004 from http://www.archives.mcgill.ca/resources/guide/vol1/rg40.htm; 8 pages.
Fastlane Video & Records—Rental Prices [online] retrieved from http://web.archive.org/web/19990506190744/members.aol.com/atfastlane/video/rental.htm; 1 page.
5 Day Rental [online] retrieved from http://web.archive.org/web/19990210101315/members.aol.com/atfastlane/video/index.htm; 13 pages.
Fastlane Video & Records [online] retrieved from http://web.archive.org/web/19990209181937/members.aol.com/atfastlane/; 2 pages.
Fastlane Video & Recods—Payment on Account [online] retrieved from http://web.archive.org/web/19990504102814/members.aol.com/atfastlane/video/payment.htm; 1 page.
“Try Before You Buy Program” [online] retrieved from http://web.archive.org/web/19990922040420/www.gametradersclub.com/gametradersclub/tryb.html; 2 pages.
Trade or Sell Your Games! [online] retrieved from http://web.archive.org/web/19991010012624/www.gametradersclub.com/gametradersclub/tradorselyou.html; 2 pages.
“Try Before You Buy Program” [online] retrieved from http://web.archive.org/web/19991012021059/gametradersclub.com/gametradersclub/tryb.html; 2 pages.
Print Culture and English Speaking Quebec [online] retrieved on Feb. 26, 2004 from http://www.hbic.library.utoronto.ca/fconfmcnally—fr.htm; 5 pages.
Welcome to Home Film [online] retrieved from http://web.archive.org/web/19961106000542/http://www.homefilmfestival.com/index.html; 3 pages.
Membership [online] retrieved from http://web.archive.org/web/19961106001054/www.homefilmfestival.com/membership.html; 2 pages.
It's Easy! Ordering info [online] retrieved from http://web/archive.org/web/19961106001006/www.homefilmfestival.com/infopack.html; 2 pages.
Online Video Rentals Multiple Rental Order Form [online] retrieved on Jul. 2, 2003 from http://web.archive.org/web/19990420045928/www.homefilmfestival.com/lrgordr.html; 3 pages.
Oline Video Rentals Individual Rental Order [online] retrieved on Jul. 2, 2003 from http://web.archive.org/web/19990127160422/www.homefilmfestival.com/indordr.html; 3 pages.
Magic Disc Entertainment [online] retrieved on Feb. 27, 2004 from http://web.archive.org/web/19981206142316/http://www.magicsedisc.com/; 2 pages.
Rental Program [online] retrieved from http://web.archive.org/web/19990503073644/www.magicdisc.com/rentals/rentalprogram.htm; 3 pages.
Featured DVDs for Saturday, Jan. 16, 1999, 1997-1999 copyright [online] retrieved on Jul. 3, 2003 from http://web.archive.org/web/19990117011532/http://www.netflix.com/; 5 pages.
DVD Favorites, 1997-1999 copyright [online] retrieved on Jul. 3, 2003 from http://web.archive.org/web/19991204131346/www.netflix.com/sf/favorties.asp?sid=14; 4 pages.
Future Reflections, Barbara Cheadle, vol. 12, No. 1 Winter, 1993 [online] retrieved on Aug. 23, 2003 from http://www.nfb.org/fr/fr1/93win.htm; pp. 1-2, 70-72.
Hear ye! Hear Ye! National Feder

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

Approach for estimating user ratings of items does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Approach for estimating user ratings of items, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Approach for estimating user ratings of items will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFUS-PAI-O-2752640

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