{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:42:31Z","timestamp":1750308151025,"version":"3.41.0"},"reference-count":9,"publisher":"Association for Computing Machinery (ACM)","issue":"2","license":[{"start":{"date-parts":[[2005,12,1]],"date-time":"2005-12-01T00:00:00Z","timestamp":1133395200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["SIGKDD Explor. Newsl."],"published-print":{"date-parts":[[2005,12]]},"abstract":"<jats:p>\n            In this report, we summarize the contents and outcomes of the recent WebKDD 2005 workshop on Web Mining and Web Usage Analysis that was held in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21-24, 2005, in Chicago, Illinois. The theme of this workshop was\n            <jats:italic>\"Taming Evolving, Expanding and Multi-faceted Web Clickstreams\".<\/jats:italic>\n            We also reflect on possible new directions in Web mining research as reflected by the discussions and the talks during the workshop.\n          <\/jats:p>","DOI":"10.1145\/1117454.1117475","type":"journal-article","created":{"date-parts":[[2007,1,17]],"date-time":"2007-01-17T18:32:02Z","timestamp":1169058722000},"page":"139-142","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["WebKDD 2005"],"prefix":"10.1145","volume":"7","author":[{"given":"Olfa","family":"Nasraoui","sequence":"first","affiliation":[{"name":"University of Louisville, Louisville, KY"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Osmar R.","family":"Za\u00efane","sequence":"additional","affiliation":[{"name":"University of Alberta, Edmonton, Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Myra","family":"Spiliopoulou","sequence":"additional","affiliation":[{"name":"Otto-von-Guericke-University, Magdeburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bamshad","family":"Mobasher","sequence":"additional","affiliation":[{"name":"DePaul University, Chicago, IL"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brij","family":"Masand","sequence":"additional","affiliation":[{"name":"Data Miners, Inc, Boston, MA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philip S.","family":"YU","sequence":"additional","affiliation":[{"name":"IBM T. J. Watson, Yorktown Heights, N. Y."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2005,12]]},"reference":[{"key":"e_1_2_1_1_1","volume-title":"Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005","author":"Berendt Bettina","year":"2005","unstructured":"Bettina Berendt , \"The semantics of frequent subgraphs: Mining and navigation pattern analysis \", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005 ), August 21 --24 2005 , Chicago, IL. Bettina Berendt, \"The semantics of frequent subgraphs: Mining and navigation pattern analysis\", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21--24 2005, Chicago, IL."},{"key":"e_1_2_1_2_1","volume-title":"Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005","author":"DeLong Colin","year":"2005","unstructured":"Colin DeLong , Prasanna Desikan , Jaideep Srivastava , \" USER ( User Sensitive Expert Recommendation) : What Non-Experts NEED to Know \", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005 ), August 21 --24 2005 , Chicago, IL. Colin DeLong, Prasanna Desikan, Jaideep Srivastava, \"USER (User Sensitive Expert Recommendation): What Non-Experts NEED to Know\", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21--24 2005, Chicago, IL."},{"key":"e_1_2_1_3_1","volume-title":"Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005","author":"Grcar Miha","year":"2005","unstructured":"Miha Grcar , Blaz Fortuna , Dunja Mladenic , Marko Grobelnik , \"k NN Versus SVM in the Collaborative Filtering Framework \", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005 ), August 21 --24 2005 , Chicago, IL. Miha Grcar, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, \"kNN Versus SVM in the Collaborative Filtering Framework\", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21--24 2005, Chicago, IL."},{"key":"e_1_2_1_4_1","volume-title":"Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005","author":"Chan Philip K.","year":"2005","unstructured":"Hyoung-rae Kim, Philip K. Chan , \" S Personalized Ranking of Search Results with Learned User Interest Hierarchies from Bookmarks\" , In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005 ), August 21 --24 2005 , Chicago, IL. Hyoung-rae Kim, Philip K. Chan, \"S Personalized Ranking of Search Results with Learned User Interest Hierarchies from Bookmarks\", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21--24 2005, Chicago, IL."},{"key":"e_1_2_1_5_1","volume-title":"Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005","author":"Lu Lin","year":"2005","unstructured":"Lin Lu , Margaret Dunham , Yu Meng , \" Discovery of Significant Usage Patterns from Clusters of Clickstream Data\" , In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005 ), August 21 --24 2005 , Chicago, IL. Lin Lu, Margaret Dunham, Yu Meng, \"Discovery of Significant Usage Patterns from Clusters of Clickstream Data\", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21--24 2005, Chicago, IL."},{"key":"e_1_2_1_6_1","volume-title":"Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005","author":"Mobasher Bamshad","year":"2005","unstructured":"Bamshad Mobasher , Robin Burke , Runa Bhaumik , Chad Williams , \"Effective Attack Models for Shilling Item-Based Collaborative Filtering System\" , In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005 ), August 21 --24 2005 , Chicago, IL. Bamshad Mobasher, Robin Burke, Runa Bhaumik, Chad Williams, \"Effective Attack Models for Shilling Item-Based Collaborative Filtering System\", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21--24 2005, Chicago, IL."},{"key":"e_1_2_1_7_1","volume-title":"Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005","author":"Schickel Vincent","year":"2005","unstructured":"Vincent Schickel , Boi Faltings , \" Heterogeneous Attribute Utility Model : A new approach for Modeling User Profiles for Recommendation Systems \", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005 ), August 21 --24 2005 , Chicago, IL. Vincent Schickel, Boi Faltings, \"Heterogeneous Attribute Utility Model: A new approach for Modeling User Profiles for Recommendation Systems\", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21--24 2005, Chicago, IL."},{"key":"e_1_2_1_8_1","volume-title":"Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005","author":"Suryavanshi Bhushan Shankar","year":"2005","unstructured":"Bhushan Shankar Suryavanshi , Nematollaah Shiri , Sudhir P. Mudur , \" Incremental Relational Fuzzy Subtractive Clustering for Dynamic Web Usage Profiling\" , In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005 ), August 21 --24 2005 , Chicago, IL. Bhushan Shankar Suryavanshi, Nematollaah Shiri, Sudhir P. Mudur, \"Incremental Relational Fuzzy Subtractive Clustering for Dynamic Web Usage Profiling\", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21--24 2005, Chicago, IL."},{"key":"e_1_2_1_9_1","volume-title":"Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005","author":"Upadhyaya Sujatha","year":"2005","unstructured":"Sujatha Upadhyaya , Saleena N, Sreenivasa Kumar , \" Realising OWL Individuals in XML Data\" , In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005 ), August 21 --24 2005 , Chicago, IL. Sujatha Upadhyaya, Saleena N, Sreenivasa Kumar, \"Realising OWL Individuals in XML Data\", In Proc. of WebKDD 2005: KDD Workshop on Web Mining and Web Usage Analysis, in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), August 21--24 2005, Chicago, IL."}],"container-title":["ACM SIGKDD Explorations Newsletter"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1117454.1117475","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1117454.1117475","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T16:18:45Z","timestamp":1750263525000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1117454.1117475"}},"subtitle":["web mining and web usage analysis post-workshop report"],"short-title":[],"issued":{"date-parts":[[2005,12]]},"references-count":9,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2005,12]]}},"alternative-id":["10.1145\/1117454.1117475"],"URL":"https:\/\/doi.org\/10.1145\/1117454.1117475","relation":{},"ISSN":["1931-0145","1931-0153"],"issn-type":[{"type":"print","value":"1931-0145"},{"type":"electronic","value":"1931-0153"}],"subject":[],"published":{"date-parts":[[2005,12]]},"assertion":[{"value":"2005-12-01","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}