Publications

You can also access my DBLP publication list (thanks to Michael Ley)

Journal Publications

•   P. Giannikopoulos, I. Varlamis, M.Eirinaki, "Mining Frequent Generalized Patterns for Web Personalization in the presence of Taxonomies",   to appear in the Intl. Journal of Data Warehousing and Mining

•   M.Eirinaki, M.Vazirgiannis, "Web Site Personalization based on Link Analysis and Navigational Patterns",   in ACM Transactions on Internet Technologies (ACM TOIT), Vol. 7 No. 4, October 2007

• M.Eirinaki, M.Vazirgiannis, "Web Mining for Web Personalization", ACM Transactions on Internet Technologies (ACM TOIT), Vol.3 No. 1, February 2003

        Ranked 3rd in top-10 downloads in ACM Digital Library (Jan-Oct 2004) (see: The Top 10 Most Popular Papers from ACM's Refereed Journals and Conference Proceedings Downloaded in October 2004, http://delivery.acm.org/10.1145/1040000/1039556/figs/ut1.html )

Peer-Reviewed Conference & Workshop Publications

• G. Chatzopoulou, M. Eirinaki, N. Polyzotis. "Query Recommendations for Interactive Database Exploration", to appear in Proceedings of the 21st International Conference on Scientific and Statistical Databases (SSDBM 2009), June 2009, New Orleans, Louisiana

• A. Patel, N. Sharma, M. Eirinaki. "Negative Database for Data Security", to appear in Proceedings of the International Conference on Computing in Engineering, Science and Information (ICC 2009), April 2009, Fullerton, California

• G. Giannopoulos, T. Dalamagas, M. Eirinaki, T. Sellis. "Boosting the ranking function learning process using clustering", to appear in Proceedings of the 10th ACM International Workshop on Web Information and Data Management (WIDM 2008), October 2008, Napa Valley, California

• P. Giannikopoulos, I. Varlamis, M. Eirinaki, "Mining Frequent Generalized Patterns for Web Personalization", in Proceedings of the ECAI Workshop on Mining Social Data (MSODA 2008), July 2008, Patras, Greece

• T. Dalamagas, P. Bouros, T. Galanis, M. Eirinaki, T. Sellis, "Mining User Navigation Patterns for Personalizing Topic Directories", in Proceedings of the 9th ACM International Workshop on Web Information and Data Management (WIDM 2007), November 2007, Lisboa, Portugal

• M. Eirinaki, M. Vazirgiannis, "Usage-based PageRank for Web Personalization", in Proc. of 5th IEEE International Conference on Data Mining (ICDM 2005), November 2005, Texas, USA

• M. Eirinaki, M. Vazirgiannis, D. Kapogiannis, "Web Path Recommendations based on Page Ranking and Markov Models", in Proceedings of the 7th ACM International Workshop on Web Information and Data Management (WIDM 2005), November 2005, Bremen, Germany

• M.Eirinaki, C. Lampos, S. Pavlakis, M. Vazirgiannis, "Web Personalization Integrating Content Semantics and Navigational Patterns", in Proceedings of the 6th ACM International Workshop on Web Information and Data Management (WIDM 2004), November 2004, Washington DC

• S. Pavlakis, C. Lampos, M.Eirinaki, M. Vazirgiannis, "SEWeP: A Web Mining System supporting Semantic Personalization", in Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2004), September 2004, Pisa, Italy

• C. Lampos, M. Eirinaki, D. Jevtuchova, M. Vazirgiannis, "Archiving the Greek Web", in Proceedings of the 4th International Web Archiving Workshop (IWAW04), September 2004, Bath, UK 

• M.Eirinaki, M. Vazirgiannis, I. Varlamis, "SEWeP: Using Site Semantics and a Taxonomy to Enhance the Web Personalization Process", in Proceedings of the 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2003), August 2003, Washington DC

• J.Vlahakis, M.Eirinaki, S.S. Anand, "IKUM: An Integrated Web Personalization Platform Based on Content Structures and Usage Behaviour", in Proceedings of the IJCAI-03 Workshop on Intelligent Techniques for Web Personalization (ITWP'03), August 2003, Acapuclo, Mexico

Book Chapters

• M. Eirinaki, M. Vazirgiannis, "Web Mining", book chapter in “ AI Research in Greece, editor   George Vouros, Hellenic Artificial Intelligence Society (EETN), 2008

• M. Eirinaki, D. Mavroeidis, G. Tsatsaronis, and M. Vazirgiannis, “Introducing Semantics in Web Personalization: The role of Ontologies”, book chapter in “Semantics, Web, and Mining”, eds.  M. Ackermann, B. Berendt, M. Grobelnik, A. Hotho, D. Mladenic, G. Semeraro, M. Spiliopoulou, G. Stumme, V. Svatek, M. van Someren, LNCS 4289/2006, pp. 147-162, Springer Berlin/Heidelberg 2006

• M.Eirinaki, J.Vlahakis, S.S. Anand, "An Integrated Web Personalization Platform Based on Content Structures and Usage Behaviour", book chapter in "Intelligent Techniques in Web Personalization", eds. B.Mobasher, S.S.Anand, LNCS 3169/2005, pp. 272-288, Springer Berlin/Heidelberg, 2005

Tutorials & Invited Talks

• M. Eirinaki, "Data Mining for Business Intelligence", invited talk, Emerging Technologies in Software Engineering seminar, MBA/MSSE Program, San Jose State University, May 2008

• M. Eirinaki, "New Approaches to Web Personalization", invited talk, Information Retrieval and Knowledge Management seminar, University of California Santa Cruz (UCSC), January 2006

• M.Eirinaki, M. Vazirgiannis, "Web Mining for Web Personalization", Tutorial, ECML/PKDD 2005, Porto, Portugal

• M.Eirinaki, M. Vazirgiannis, "Ontologies in Web Personalization", Invited Talk, KDO Workshop, ECML/PKDD 2005, Porto, Portugal

Technical Reports

• G. Chatzopoulou, M. Eirinaki, N. Polyzotis, "Collaborative Filtering for Interactive Database Exploration", Technical Report, UC Santa Cruz, 2008

• M. Eirinaki, M. Vazirgiannis, "UPR: Usage-based Page Ranking for Web Personalization", in Proceedings of the 5th Hellenic Data Management Symposium (HDMS 2006), September 2006, Thessaloniki, Greece

•  M. Eirinaki, M. Vazirgiannis, "Semantic Web Personalization", Technical Report, DB-NET Group, April 2005

• M. Eirinaki, “Web Mining: A Roadmap”, Technical Report IST/NEMIS 2004

•  M.Eirinaki, C. Lampos, M. Vazirgiannis, I. Varlamis, "SEWeP: Using Site Semantics and a Taxonomy to Enhance the Web Personalization Process", in Proceedings of the 2nd Hellenic Data Management Symposium (HDMS 2003), September 2003, Athens, Greece

PhD Thesis

•  "New Approaches to Web Personalization", Athens University of Economics and Business, Dept. of Informatics, May 2006