تنقيب الويب

تنقيب الويب تقنيات تنقيب معلومات لاكتشاف نماذج الويب ويقسم لثلاث أنواع

1. تنقيب استعمال الويب
2. تنقيب محتوى الويب
3. تنقيب هيكل الويب

Resources

Books

• Jesus Mena, "Data Mining Your Website", Digital Press, 1999
• Soumen Chakrabarti, "Mining the Web: Analysis of Hypertext and Semi Structured Data", Morgan Kaufmann, 2002
• Advances in Web Mining and Web Usage Analysis 2005 - revised papers from 7 th workshop on Knowledge Discovery on the Web, Olfa Nasraoui, Osmar Zaiane, Myra Spiliopoulou, Bamshad Mobasher, Philip Yu, Brij Masand, Eds., Springer Lecture Notes in Artificial Intelligence, LNAI 4198, 2006
• Web Mining and Web Usage Analysis 2004 - revised papers from 6 th workshop on Knowledge Discovery on the Web, Bamshad Mobasher, Olfa Nasraoui, Bing Liu, Brij Masand, Eds., Springer Lecture Notes in Artificial Intelligence, 2006
• Mike Thelwall, "Link Analysis: An Information Science Approach", 2004, Academic Press

Bibliographic references

• Cooley, R. Mobasher, B. and Srivastave, J. (1997) “Web Mining: Information and Pattern Discovery on the World Wide Web” In Proceedings of the 9th IEEE International Conference on Tool with Artificial Intelligence
• Cooley, R., Mobasher, B. and Srivastava, J. “Data Preparation for Mining World Wide Web Browsing Patterns”, Journal of Knowledge and Information System, Vol.1, Issue. 1, pp. 5–32, 1999
• Kohavi, R., Mason, L. and Zheng, Z. (2004) “Lessons and Challenges from Mining Retail E-commerce Data” Machine Learning, Vol 57, pp. 83–113
• Lillian Clark, I-Hsien Ting, Chris Kimble, Peter Wright, Daniel Kudenko (2006)"Combining ethnographic and clickstream data to identify user Web browsing strategies" Journal of Information Research, Vol. 11 No. 2, January 2006
• Eirinaki, M., Vazirgiannis, M. (2003) "Web Mining for Web Personalization", ACM Transactions on Internet Technology, Vol.3, No.1, February 2003
• Mobasher, B., Cooley, R. and Srivastava, J. (2000) “Automatic Personalization based on web usage Mining” Communications of the ACM, Vol. 43, No.8, pp. 142–151
• Mobasher, B., Dai, H., Kuo, T. and Nakagawa, M. (2001) “Effective Personalization Based on Association Rule Discover from Web Usage Data” In Proceedings of WIDM 2001, Atlanta, GA, USA, pp. 9–15
• Nasraoui O., Petenes C., "Combining Web Usage Mining and Fuzzy Inference for Website Personalization", in Proc. of WebKDD 2003 – KDD Workshop on Web mining as a Premise to Effective and Intelligent Web Applications, Washington DC, August 2003, p. 37
• Nasraoui O., Frigui H., Joshi A., and Krishnapuram R., “Mining Web Access Logs Using Relational Competitive Fuzzy Clustering,” Proceedings of the Eighth International Fuzzy Systems Association Congress, Hsinchu, Taiwan, August 1999
• Nasraoui O., “World Wide Web Personalization,” Invited chapter in “Encyclopedia of Data Mining and Data Warehousing”, J. Wang, Ed, Idea Group, 2005
• Pierrakos, D., Paliouras, G., Papatheodorou, C., Spyropoulos C. D. (2003) “Web usage mining as a tool for personalization: a survey”, User modelling and user adapted interaction journal, Vol.13, Issue 4, pp. 311–372
• I-Hsien Ting, Chris Kimble, Daniel Kudenko (2005)"A Pattern Restore Method for Restoring Missing Patterns in Server Side Clickstream Data"
• I-Hsien Ting, Chris Kimble, Daniel Kudenko (2006)"UBB Mining: Finding Unexpected Browsing Behaviour in Clickstream Data to improve a Web Site’s Design"

Related Conference

• WMEE 2007: Workshop on Web Mining for E-commerce and E-Services 2007
• WebKDD 2006: SIGKDD Workshop on Web Mining and Web Usage Analysis
• WebMine 2006:Workshop on Web Mining 2006
• WebConMine 2006: Workshop on Web Content Mining 2006

وصلات خارجية

• Web Mining by Patricio Galeas
• Tutorial on Web Mining by Olfa Nasraoui, University of Louisville
• Tutorial on Web Personalization by Olfa Nasraoui, University of Louisville
• Introduction Web Mining by Julio Alberto Herrero, University of Carlos III de Madrid
• TheWebWatcher monitoring service

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