6,151,584 A 11/2000 Papierniak et al 705/10
6,151,601 A 11/2000 Papierniak et al 707/10
6,230,153 Bl* 5/2001 Howard et al 707/2
6.278.966 Bl * 8/2001 Howard et al 703/23
6,324,533 Bl 11/2001 Agrawal et al 707/3
6,336,098 Bl * 1/2002 Fortenberry et al 705/14
6,449,739 Bl 9/2002 Landan 714/47
6,470,383 Bl * 10/2002 Leshem et al 709/223
6.741.967 Bl* 5/2004 Wu et al 705/10
2004/0181457 Al* 9/2004 Biebesheimer et al 705/26
FOREIGN PATENT DOCUMENTS WO 00 20982 A 4/2000
OTHER PUBLICATIONS
Cui et al., Web Clustering, Filtering and Applications: On improving local Website search using web server traffic logs: a preliminary report; ACM, Nov. 2005 *
(Continued) Primary Examiner—Frantz Coby
(74) Attorney, Agent, or Firm—Bingham McCutchen LLP
5,692,107 A 11/1997 Kerber et al.
5,970,464 A 10/1999 Apte et al 705/4
6,128,624 A 10/2000 Papierniak et al 707/104.1
An enterprise-wide web data mining system, computer program product, and method of operation thereof, that uses Internet based data sources, and which operates in an automated and cost effective manner. The enterprise web mining system comprises: a database coupled to a plurality of data sources, the database operable to store data collected from the data sources; a data mining engine coupled to the web server and the database, the data mining engine operable to generate a plurality of data mining models using the collected data; a server coupled to a network, the server operable to: receive a request for a prediction or recommendation over the network, generate a prediction or recommendation using the data mining models, and transmit the generated prediction or recommendation.
26 Claims, 18 Drawing Sheets
OTHER PUBLICATIONS
Mobasher B et al.: "Automatic Personalization Based on Web Usage Mining"; Communications of the Association for Computing Machinery, New York, vol. 43, No. 8, Aug. 2000; pp. 142-151. Cooley R et al. "Web Mining: Information and Pattern Discovery on the World Wide Web"; Tools with Artificial Intelligence, 1997. Proceedings. Nov. 1997, Las Alamitos, CA.
Kleissner C: "Data Mining for the Enterprise"; System Sciences, 1998., Proceedings of the 31st Hawaii IntT Conf. on Kohala Coast, HI, Jan. 1998, Los Altamitos, CA.
Srivastava et al.; "Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data"; Sigkdd Explorations, Assoc. for Computing Machinery, vol. 1, No. 2, Jan. 2000; pp. 12-23.
* cited by examiner
« PreviousContinue » |