Bamshad Mobasher

Selected Publications Related to:
Web Usage Mining

» Robustness of Collaborative Recommendation Based On Association Rule Mining
J.J. Sandvig, B. Mobasher, and R. Burke.
Proceedings of the 2007 ACM Conference on Recommender Systems
Minneapolis, October, 2007
[PDF]
» Contextual Recommendation
Sarabjot Singh Anand and Bamshad Mobasher
From Web to Social Web: Discovering and Deploying User and Content Profiles
B. Berendt, A. Hotho, D. Mladenic, G. Semeraro (Eds.), Lecture Notes in Computer Science (LNCS 4737), PP. 142-160, Springer Berlin-Heidelberg, 2007.
[PDF] [Web Link]
» Recommender Systems
Bamshad Mobasher
Kunstliche Intelligenz, Special Issue on Web Mining
No. 3, PP. 41-43, 2007. BottcherIT Verlag, Bremen, Germany
[PDF] [Web Link]
» Effectiveness of Crawling Attacks Against Web-based Recommender Systems
R. Bhaumik, R. Burke, B. Mobasher
Proceedings of AAAI Workshop on Intelligent Techniques for Web Personalization
B. Mobasher, S. Anand, A. Kobsa, and D. Jannach (Eds.), AAAI Press Technical Report WS-07-08, PP. 17-26, July 2007
[PDF] [Web Link]
» Crawling Attacks Against Web-based Recommender Systems
R. Bhaumik, R. Burke, B. Mobasher
Proceedings of the 2007 International Conference on Data Mining, DMIN'07
Las Vegas, June 2007
[PDF]
» Data Mining for Personalization
B. Mobasher
The Adaptive Web: Methods and Strategies of Web Personalization
Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.). Lecture Notes in Computer Science, Vol. 4321, PP. 90-135, Springer, Berlin-Heidelberg, 2007
[PDF]
» Web Usage Mining (Invited Chapter)
B. Mobasher
Web Data Mining: Exploring Hyperlinks, Contents and Usage Data (by Bing Liu)
Springer Berlin-Heidelberg, 2006
[PDF] [Web Link]
» WebKDD 2006: Web Mining and Web Usage Analysis Post-Workshop Report
O. Nasraoui, M. Spiliopoulou, J. Srivastava, B. Mobasher, B. Masand
ACM SIGKDD Explorations
Vol. 8 , No. 2, PP. 84 - 89, December 2006
[PDF]
» Web User Segmentation Based on a Mixture of Factor Analyzers
Y. Zhou, B. Mobasher
Proceedings of the International Conference on E-Commerce and Web Technologies (ECWeb'06)
Krakow, Poland, September 2006
[PDF]
» A Maximum Entropy Web Recommendation System: Combining Collaborative and Content Features
X. Jin, Y. Zhou, and B. Mobasher
Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'05)
Chicago, August 2005
[PDF]
» Task-Oriented Web User Modeling for Recommendation
X. Jin, Y. Zhou, and B. Mobasher
Proceedings of the 10th International Conference on User Modeling (UM'05)
Edinburgh, Scotland, July 2005
[PDF]
» A Web Recommendation System Based on Maximum Entropy
X. Jin, B. Mobasher, and Y. Zhou
Proceedings of the IEEE International Conference on Information Technology Coding and Computing (ITCC'05)
Las Vegas, Nevada, April 2005
[PDF]
» Web Usage Mining Based on Probabilistic Latent Semantic Analysis
X. Jin, Y. Zhou, and B. Mobasher
Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'04)
Seattle, August 2004
[PDF]
» A Unified Approach to Personalization Based on Probabilistic Latent Semantic Models of Web Usage and Content
X. Jin, Y. Zhou, and B. Mobasher
Proceedings of the AAAI 2004 Workshop on Semantic Web Personalization (SWP'04)
Held at AAAI 2004, San Jose, July 2004
[PDF]
» A Recommendation Model Based on Latent Principal Factors in Web Navigation Data
Y. Zhou, X. Jin, and B. Mobasher
Proceedings of the 3rd International Workshop on Web Dynamics
Held at the WWW 2004 Conference, New York, May 2004
[PDF]
» Integrating Semantic Knowledge with Web Usage Mining for Personalization
H. Dai and B. Mobasher
In Web Mining: Applications and Techniques
Anthony Scime (ed.), Idea Group Publishing, 2005
[PDF]
» Web Usage Mining and Personalization
B. Mobasher
In Practical Handbook of Internet Computing
Munindar P. Singh (ed.), CRC Press, 2005
[PDF]
» A Hybrid Web Personalization Model Based on Site Connectivity
M. Nakagawa and B. Mobasher
Proceedings of the 2003 WebKDD Workshop
Held at KDD'2003, Washington, DC, August 2003
[PDF]
» Impact of Site Characteristics on Recommendation Models Based On Association Rules and Sequential Patterns
M. Nakagawa and B. Mobasher
Proceedings of the IJCAI'03 Workshop on Intelligent Techniques for Web Personalization
Acapulco, Mexico, August 2003
[PDF]
» A Road map to More Effective Web Personalization: Integrating Domain Knowledge with Web Usage Mining
H. Dai and B. Mobasher
Proceedings of the International Conference on Internet Computing 2003 (IC’03)
Las Vegas, Nevada, June 2003
[PDF]
» A Framework for the Evaluation of Session Reconstruction Heuristics in Web Usage Analysis
B. Berendt, B. Mobasher, M. Spiliopoulou, and M. Nakagawa
INFORMS Journal of Computing, Special Issue on Mining Web-Based Data for E-Business Applications
Vol. 15, No. 2, 2003
[PDF]
» Using Sequential and Non-Sequential Patterns for Predictive Web Usage Mining Tasks
B. Mobasher, H. Dai, T. Luo, and M. Nakagawa
Proceedings of the IEEE International Conference on Data Mining (ICDM'2002)
Maebashi City, Japan, December, 2002
[PDF]
» The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis
B. Berendt, B. Mobasher, M. Spiliopoulou, and M. Nakagawa
Proceedings of the WebKDD 2002 Workshop
Held at KDD'2002, Edmonton, Alberta, Canada, July 2002
[PDF]
» Using Ontologies to Discover Domain-Level Web Usage Profiles
B. Mobasher and H. Dai
Proceedings of the 2nd Workshop on Semantic Web Mining
Held at PKDD'02, Helsinki, Finland, August 2002
[PDF]
» Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization
B. Mobasher, H. Dai, T. Luo, and M. Nakagawa
Data Mining and Knowledge Discovery
Kluwer Publishing, Vol. 6, No. 1, pp. 61-82, January 2002
[PDF]
» Effective Personalization Based on Association Rule Discovery from Web Usage Data
B. Mobasher, H. Dai, T. Luo, and M. Nakagawa
Proceedings of the ACM Workshop on Web Information and Data Management (WIDM01)
Held at CIKM 2001, Atlanta, Georgia, November 2001
[PDF] [HTML]
» Improving the Effectiveness of Collaborative Filtering on Anonymous Web Usage Data
B. Mobasher, H. Dai, T. Luo, and M. Nakagawa
Proceedings of the Workshop on Intelligent Techniques for Web Personalization (ITWP01)
Held at IJCAI 2001, August 2001, Seattle
[PDF]
» Measuring the Accuracy of Sessionizers for Web Usage Analysis
B. Berendt, B. Mobasher, M. Spiliopoulou, and J. Wiltshire
Proceedings of the Web Mining Workshop at the 1st SIAM International Conference on Data Mining
April 2001, Chicago
[PDF]
» Discovery of Aggregate Usage Profiles for Web Personalization
B. Mobasher, H. Dai, T. Luo, Y. Sung, M. Nakagawa and J. Wiltshire
Proceedings of the Web Mining for E-Commerce Workshop (WebKDD'2000)
Held at KDD'2000, August 2000, Boston
[PDF] [HTML]
» Integrating Web Usage and Content Mining for More Effective Personalization
B. Mobasher, H. Dai, T. Luo, Y. Sung, and J. Zhu
Proceedings of the International Conference on E-Commerce and Web Technologies (ECWeb2000)
September 2000, Greenwich, UK.
[PDF] [HTML]
» Automatic Personalization Based On Web Usage Mining
B. Mobasher, R. Cooley and J. Srivastava
Communication of ACM
Volume 43, Issue 8, August, 2000
[PDF]
» Creating Adaptive Web Sites Through Usage-Based Clustering of URLs
B. Mobasher, R. Cooley and J. Srivastava
Proceedings of the IEEE Knowledge and Data Engineering Exchange Workshop (KDEX'99)
November 1999, Chicago
[PDF]
» Automatic Personalization Through Web Usage Mining
B. Mobasher, R. Cooley and J. Srivastava
Technical Report TR99-010
Department of Computer Science, DePaul University, Chicago, IL, 1999
[HTML]
» Data Preparation for Mining World Wide Web Browsing Patterns
R. Cooley, B. Mobasher, and J. Srivastava
Knowledge and Information Systems
Vol. 1, No. 1, 1999
[PDF]
» Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results
E-H. Han, G. Karypis, Vipin Kumar, and B. Mobasher
IEEE Bulletin of the Technical Committee on Data Engineering
Vol. 21, No. 1, March 1998
[PDF]
» Clustering in a High-Dimensional Space Using Hypergraph Models
E-H. Han, G. Karypis, V. Kumar, and B. Mobasher
Technical Report
Department of Computer Science, Univeresity of Minnesota, 1998
[PDF]
» Web Mining: Information and Pattern Discovery on the World Wide Web
R. Cooley, B. Mobasher, and J. Srivastava
Proceedings of the IEEE International Conference on Tools with Artificial Intelligence (ICTAI'97)
Newport Beach, CA, November 1997
[PDF] [HTML]
» Grouping Web Page References into Transactions for Mining World Wide Web Browsing Patterns
R. Cooley, B. Mobasher, and J. Srivastava
Proceedings of the 1997 IEEE Knowledge and Data Engineering Exchange Workshop (KDEX-97)
Newport Beach, CA, November 1997.
[PDF]
» Clustering Based on Association Rule Hypergraphs
E-H. Han, G. Karypis, V. Kumar, and B. Mobasher
Proccedings of Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD’97)
Held at SIGMOD’97, May 1997
[PDF]
» Web Mining: Pattern Discovery from World Wide Web Transactions
B. Mobasher, N. Jain, E-H. Han, and J. Srivastava
Technical Report TR96-050, Department of Computer Science
University of Minnesota, 1996
[PDF]

Back

»	Robustness of Collaborative Recommendation Based On Association Rule Mining J.J. Sandvig, B. Mobasher, and R. Burke. Proceedings of the 2007 ACM Conference on Recommender Systems Minneapolis, October, 2007 [PDF]
»	Contextual Recommendation Sarabjot Singh Anand and Bamshad Mobasher From Web to Social Web: Discovering and Deploying User and Content Profiles B. Berendt, A. Hotho, D. Mladenic, G. Semeraro (Eds.), Lecture Notes in Computer Science (LNCS 4737), PP. 142-160, Springer Berlin-Heidelberg, 2007. [PDF] [Web Link]
»	Recommender Systems Bamshad Mobasher Kunstliche Intelligenz, Special Issue on Web Mining No. 3, PP. 41-43, 2007. BottcherIT Verlag, Bremen, Germany [PDF] [Web Link]
»	Effectiveness of Crawling Attacks Against Web-based Recommender Systems R. Bhaumik, R. Burke, B. Mobasher Proceedings of AAAI Workshop on Intelligent Techniques for Web Personalization B. Mobasher, S. Anand, A. Kobsa, and D. Jannach (Eds.), AAAI Press Technical Report WS-07-08, PP. 17-26, July 2007 [PDF] [Web Link]
»	Crawling Attacks Against Web-based Recommender Systems R. Bhaumik, R. Burke, B. Mobasher Proceedings of the 2007 International Conference on Data Mining, DMIN'07 Las Vegas, June 2007 [PDF]
»	Data Mining for Personalization B. Mobasher The Adaptive Web: Methods and Strategies of Web Personalization Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.). Lecture Notes in Computer Science, Vol. 4321, PP. 90-135, Springer, Berlin-Heidelberg, 2007 [PDF]
»	Web Usage Mining (Invited Chapter) B. Mobasher Web Data Mining: Exploring Hyperlinks, Contents and Usage Data (by Bing Liu) Springer Berlin-Heidelberg, 2006 [PDF] [Web Link]
»	WebKDD 2006: Web Mining and Web Usage Analysis Post-Workshop Report O. Nasraoui, M. Spiliopoulou, J. Srivastava, B. Mobasher, B. Masand ACM SIGKDD Explorations Vol. 8 , No. 2, PP. 84 - 89, December 2006 [PDF]
»	Web User Segmentation Based on a Mixture of Factor Analyzers Y. Zhou, B. Mobasher Proceedings of the International Conference on E-Commerce and Web Technologies (ECWeb'06) Krakow, Poland, September 2006 [PDF]
»	A Maximum Entropy Web Recommendation System: Combining Collaborative and Content Features X. Jin, Y. Zhou, and B. Mobasher Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'05) Chicago, August 2005 [PDF]
»	Task-Oriented Web User Modeling for Recommendation X. Jin, Y. Zhou, and B. Mobasher Proceedings of the 10th International Conference on User Modeling (UM'05) Edinburgh, Scotland, July 2005 [PDF]
»	A Web Recommendation System Based on Maximum Entropy X. Jin, B. Mobasher, and Y. Zhou Proceedings of the IEEE International Conference on Information Technology Coding and Computing (ITCC'05) Las Vegas, Nevada, April 2005 [PDF]
»	Web Usage Mining Based on Probabilistic Latent Semantic Analysis X. Jin, Y. Zhou, and B. Mobasher Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'04) Seattle, August 2004 [PDF]
»	A Unified Approach to Personalization Based on Probabilistic Latent Semantic Models of Web Usage and Content X. Jin, Y. Zhou, and B. Mobasher Proceedings of the AAAI 2004 Workshop on Semantic Web Personalization (SWP'04) Held at AAAI 2004, San Jose, July 2004 [PDF]
»	A Recommendation Model Based on Latent Principal Factors in Web Navigation Data Y. Zhou, X. Jin, and B. Mobasher Proceedings of the 3rd International Workshop on Web Dynamics Held at the WWW 2004 Conference, New York, May 2004 [PDF]
»	Integrating Semantic Knowledge with Web Usage Mining for Personalization H. Dai and B. Mobasher In Web Mining: Applications and Techniques Anthony Scime (ed.), Idea Group Publishing, 2005 [PDF]
»	Web Usage Mining and Personalization B. Mobasher In Practical Handbook of Internet Computing Munindar P. Singh (ed.), CRC Press, 2005 [PDF]
»	A Hybrid Web Personalization Model Based on Site Connectivity M. Nakagawa and B. Mobasher Proceedings of the 2003 WebKDD Workshop Held at KDD'2003, Washington, DC, August 2003 [PDF]
»	Impact of Site Characteristics on Recommendation Models Based On Association Rules and Sequential Patterns M. Nakagawa and B. Mobasher Proceedings of the IJCAI'03 Workshop on Intelligent Techniques for Web Personalization Acapulco, Mexico, August 2003 [PDF]
»	A Road map to More Effective Web Personalization: Integrating Domain Knowledge with Web Usage Mining H. Dai and B. Mobasher Proceedings of the International Conference on Internet Computing 2003 (IC’03) Las Vegas, Nevada, June 2003 [PDF]
»	A Framework for the Evaluation of Session Reconstruction Heuristics in Web Usage Analysis B. Berendt, B. Mobasher, M. Spiliopoulou, and M. Nakagawa INFORMS Journal of Computing, Special Issue on Mining Web-Based Data for E-Business Applications Vol. 15, No. 2, 2003 [PDF]
»	Using Sequential and Non-Sequential Patterns for Predictive Web Usage Mining Tasks B. Mobasher, H. Dai, T. Luo, and M. Nakagawa Proceedings of the IEEE International Conference on Data Mining (ICDM'2002) Maebashi City, Japan, December, 2002 [PDF]
»	The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis B. Berendt, B. Mobasher, M. Spiliopoulou, and M. Nakagawa Proceedings of the WebKDD 2002 Workshop Held at KDD'2002, Edmonton, Alberta, Canada, July 2002 [PDF]
»	Using Ontologies to Discover Domain-Level Web Usage Profiles B. Mobasher and H. Dai Proceedings of the 2nd Workshop on Semantic Web Mining Held at PKDD'02, Helsinki, Finland, August 2002 [PDF]
»	Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization B. Mobasher, H. Dai, T. Luo, and M. Nakagawa Data Mining and Knowledge Discovery Kluwer Publishing, Vol. 6, No. 1, pp. 61-82, January 2002 [PDF]
»	Effective Personalization Based on Association Rule Discovery from Web Usage Data B. Mobasher, H. Dai, T. Luo, and M. Nakagawa Proceedings of the ACM Workshop on Web Information and Data Management (WIDM01) Held at CIKM 2001, Atlanta, Georgia, November 2001 [PDF] [HTML]
»	Improving the Effectiveness of Collaborative Filtering on Anonymous Web Usage Data B. Mobasher, H. Dai, T. Luo, and M. Nakagawa Proceedings of the Workshop on Intelligent Techniques for Web Personalization (ITWP01) Held at IJCAI 2001, August 2001, Seattle [PDF]
»	Measuring the Accuracy of Sessionizers for Web Usage Analysis B. Berendt, B. Mobasher, M. Spiliopoulou, and J. Wiltshire Proceedings of the Web Mining Workshop at the 1st SIAM International Conference on Data Mining April 2001, Chicago [PDF]
»	Discovery of Aggregate Usage Profiles for Web Personalization B. Mobasher, H. Dai, T. Luo, Y. Sung, M. Nakagawa and J. Wiltshire Proceedings of the Web Mining for E-Commerce Workshop (WebKDD'2000) Held at KDD'2000, August 2000, Boston [PDF] [HTML]
»	Integrating Web Usage and Content Mining for More Effective Personalization B. Mobasher, H. Dai, T. Luo, Y. Sung, and J. Zhu Proceedings of the International Conference on E-Commerce and Web Technologies (ECWeb2000) September 2000, Greenwich, UK. [PDF] [HTML]
»	Automatic Personalization Based On Web Usage Mining B. Mobasher, R. Cooley and J. Srivastava Communication of ACM Volume 43, Issue 8, August, 2000 [PDF]
»	Creating Adaptive Web Sites Through Usage-Based Clustering of URLs B. Mobasher, R. Cooley and J. Srivastava Proceedings of the IEEE Knowledge and Data Engineering Exchange Workshop (KDEX'99) November 1999, Chicago [PDF]
»	Automatic Personalization Through Web Usage Mining B. Mobasher, R. Cooley and J. Srivastava Technical Report TR99-010 Department of Computer Science, DePaul University, Chicago, IL, 1999 [HTML]
»	Data Preparation for Mining World Wide Web Browsing Patterns R. Cooley, B. Mobasher, and J. Srivastava Knowledge and Information Systems Vol. 1, No. 1, 1999 [PDF]
»	Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results E-H. Han, G. Karypis, Vipin Kumar, and B. Mobasher IEEE Bulletin of the Technical Committee on Data Engineering Vol. 21, No. 1, March 1998 [PDF]
»	Clustering in a High-Dimensional Space Using Hypergraph Models E-H. Han, G. Karypis, V. Kumar, and B. Mobasher Technical Report Department of Computer Science, Univeresity of Minnesota, 1998 [PDF]
»	Web Mining: Information and Pattern Discovery on the World Wide Web R. Cooley, B. Mobasher, and J. Srivastava Proceedings of the IEEE International Conference on Tools with Artificial Intelligence (ICTAI'97) Newport Beach, CA, November 1997 [PDF] [HTML]
»	Grouping Web Page References into Transactions for Mining World Wide Web Browsing Patterns R. Cooley, B. Mobasher, and J. Srivastava Proceedings of the 1997 IEEE Knowledge and Data Engineering Exchange Workshop (KDEX-97) Newport Beach, CA, November 1997. [PDF]
»	Clustering Based on Association Rule Hypergraphs E-H. Han, G. Karypis, V. Kumar, and B. Mobasher Proccedings of Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD’97) Held at SIGMOD’97, May 1997 [PDF]
»	Web Mining: Pattern Discovery from World Wide Web Transactions B. Mobasher, N. Jain, E-H. Han, and J. Srivastava Technical Report TR96-050, Department of Computer Science University of Minnesota, 1996 [PDF]