MINERÍA DE LA WEB

Cod.31101023

RECURSOS DE APOYO AL ESTUDIO

Material de estudio

 

Artículos (generalmente en inglés) disponibles en el sitio web de la asignatura:

 

Tema 1.

·        Kosala, R. and Blockeel, H. Web Mining Research: A Survey. ACM SIGKDD Explorations, Newsletter of the Special Interest Group on Knowledge Discovery and Data Mining. 2000.

·        Chakrabarti, S. Data Mining for hypertext: a tutorial survey. ACM SIGKDD Explorations, Newsletter of the Special Interest Group on Knowledge Discovery and Data Mining, 2000. 

·        Ricardo baeza-Yates. Excavando la web. El profesional de la información. v13, n1, 2004

·        Bibliografía básica

 

Tema 2.

·        Sergey Brin and Lawrence Page. The Anatomy of a Large-Scale Hypertextual Web Search Engine. Computer Networks and ISDN Systems, vol. 30, 1998.

·        Junghoo Cho, Hector Garcia-Molina, Lawrence Page. Efficient Crawling Through URL Ordering. Computer Networks and ISDN Systems, vol. 30, 1998.

·        Mercator:

·        Allan Heydon and Marc Najork. Mercator: A Scalable, Extensible Web Crawler. In Proceedings of World Wide Web, 1999, pages 219-229.

·        Marc Najork, Allan Heydon. High-Performance Web Crawling. SRC Research Report, Compaq Systems Research Center, 2001 (versión ampliada del anterior)

·        Brian Pinkerton. Finding what people want: Experiences with the WebCrawler. In Proc. 1st International World Wide Web Conference, 1994.

 

Tema 3.

·        Steve Lawrence and C. Lee Giles. Searching the World Wide Web. Science vol. 280, 1998.

·        Nick Craswell, David Hawking and Stephen Robertson. Effective Site Finding using Link Anchor Information. Research and Development in Information Retrieval, SIGIR 2001.

·        Dunja Mladenic. Text-Learning and Related Intelligent Agents: A survey. IEEE Intelligent Systems, 1999

·        Bibliografía básica.

·        Ricardo Baeza-Yates and Berthier Ribeiro-Neto. Modern Information retrieval. ACM Press. Addison Wesley, 1999

 

Tema 4.

·        Marti A. Hearst. Untangling Text Data Mining. Proceedings of ACL'99: the 37th Annual Meeting of the Association for Computational Linguistics, University of Maryland, June 20-26, 1999 (invited paper).

·        Turmo, Jordi. Information Extraction, Multilinguality and Portability. Revista Iberoamericana de Inteligencia Artificial, N.22, vol. 5, Invierno 2003.

·        Peñas, A., Verdejo, F. and Gonzalo, J. Terminology Retrieval: towards a synergy between thesaurus and free-text searching. In F.J. Garijo, J.C. Riquelme and M. Toro editors, Advances in Artificial Intelligence - IBERAMIA 2002, LNAI 2527, Lecture Notes in Computer Science. Springer-Verlag, 2002.

 

Tema 5.

·        R. Cooley, B. Mobasher, and J. Srivastava. Web mining and Pattern Discovery on the World Wide Web. Proceedings of the 9th IEEE International Conference on Tools with Artificial Intelligence, ICTAI, 1997

·        J. Srivastava, R. Cooley, M. Deshpande, P. Tan. Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data, SIGKDD Explorations, 2000.

·        B. Mobasher. Web Usage Mining and Personalization. Chapter in Practical Handbook of Internet Computing, Munindar P. Singh (ed.), CRC Press, 2004 

·        Mike Perkowitz and Oren Etzioni. Adaptive Web Sites: an AI Challenge, IJCAI, 1997

·        Thorsten Joachims, Dayne Freitag and Tom M. Mitchell.Web Watcher: A Tour Guide for the World Wide Web, IJCAI, 1997

 

Tema 6.

·        Soumen Chakrabarti et al. Mining the Link Structure of the World Wide Web. Computer, volume 32, n.8, pp. 60-67, 1999.

·        Ravi Kumar et al. The  Web as a Graph. Proc. 19th ACM SIGACT-SIGMOD-AIGART Symp. Principles of Database Systems, PODS, ACM Press, 2000.

·        Broder et al. Graph Structure in the web. Proc.WWW9, 2000

 

Tema 7.

·        M. Levene and A. Poulovassilis. Web Dynamics. Software Focus, 2, (2001), 60-67.

·        Ricardo Baeza-Yates, Bárbara J. Poblete y Felipe Saint-Jean. Evolución de la Web Chilena. Centro de Investigación de la Web, 2003.

·         Edward T. O'Neill, Brian F. Lavoie, Rick Bennett. Trends in the Evolution of the Public Web (1998 - 2002). D-Lib Magazine,Volume 9 Number 4, April 2003.

·        Broder et al. Graph Structure in the web. Proc.WWW9, 2000.