LEADER 05145nam 2200673 450 001 9910767524003321 005 20210625220746.0 010 $a3-540-77485-8 024 7 $a10.1007/978-3-540-77485-3 035 $a(CKB)1000000000490279 035 $a(SSID)ssj0000316080 035 $a(PQKBManifestationID)11233615 035 $a(PQKBTitleCode)TC0000316080 035 $a(PQKBWorkID)10263860 035 $a(PQKB)10938087 035 $a(DE-He213)978-3-540-77485-3 035 $a(MiAaPQ)EBC4976481 035 $a(MiAaPQ)EBC6408088 035 $a(Au-PeEL)EBL4976481 035 $a(CaONFJC)MIL134514 035 $a(OCoLC)1024280271 035 $a(PPN)123731852 035 $a(EXLCZ)991000000000490279 100 $a20210310d2007 uy 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 00$aAdvances in web mining and web usage analysis $e8th International Workshop on Knowledge Discovery on the Web, WebKDD 2006, Philadelphia, PA, USA, August 20, 2006 : revised papers /$fOlfa Nasraoui (ed.) 205 $a1st ed. 2007. 210 1$aBerlin, Germany ;$aNew York, New York :$cSpringer,$d[2007] 210 4$dİ2007 215 $a1 online resource (XII, 252 p.) 225 1 $aLecture notes in computer science ;$v4811 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-77484-X 320 $aIncludes bibliographical references and index. 327 $aAdaptive Website Design Using Caching Algorithms -- Incorporating Usage Information into Average-Clicks Algorithm -- Nearest-Biclusters Collaborative Filtering with Constant Values -- Fast Categorization of Web Documents Represented by Graphs -- Leveraging Structural Knowledge for Hierarchically-Informed Keyword Weight Propagation in the Web -- How to Define Searching Sessions on Web Search Engines -- Incorporating Concept Hierarchies into Usage Mining Based Recommendations -- A Random-Walk Based Scoring Algorithm Applied to Recommender Engines -- Towards a Scalable kNN CF Algorithm: Exploring Effective Applications of Clustering -- Detecting Profile Injection Attacks in Collaborative Filtering: A Classification-Based Approach -- Predicting the Political Sentiment of Web Log Posts Using Supervised Machine Learning Techniques Coupled with Feature Selection -- Analysis of Web Search Engine Query Session and Clicked Documents -- Understanding Content Reuse on the Web: Static and Dynamic Analyses. 330 $aThis book contains the postworkshop proceedings with selected revised papers from the 8th international workshop on knowledge discovery from the Web, WEBKDD 2006. The WEBKDD workshop series has taken place as part of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) since 1999. The discipline of data mining delivers methodologies and tools for the analysis of large data volumes and the extraction of comprehensible and non-trivial insights from them. Web mining, a much younger discipline, concentrates on the analysis of data pertinent to the Web. Web mining methods are applied on usage data and Web site content; they strive to improve our understanding of how the Web is used, to enhance usability and to promote mutual satisfaction between e-business venues and their potential customers. In the last few years, the interest for the Web as a medium for communication, interaction and business has led to new challenges and to intensive, dedicated research. Many of the infancy problems in Web mining have been solved by now, but the tremendous potential for new and improved uses, as well as misuses, of the Web are leading to new challenges. The theme of the Web KDD 2006 workshop was ?Knowledge Discovery on the Web?, encompassing lessons learned over the past few years and new challenges for the years to come. While some of the infancy problems of Web analysis have been solved and proposed methodologies have reached maturity, the reality posed new challenges: The Web is evolving constantly; sites change and user preferences drift. And, most of all, a Web site is more than a see-and-click medium; it is a venue where a user interacts with a site owner or with other users, where group behavior is exhibited, communities are formed and experiences are shared. 410 0$aLecture notes in computer science.$pLecture notes in artificial intelligence. 410 0$aLecture notes in computer science ;$v4811. 517 3 $aEighth International Workshop on Knowledge Discovery on the Web 517 3 $a8th International Workshop on Knowledge Discovery on the Web 517 3 $aInternational Workshop on Knowledge Discovery on the Web 517 3 $aWebKDD 2006 606 $aInternet users$vCongresses 606 $aWeb usage mining$vCongresses 615 0$aInternet users 615 0$aWeb usage mining 676 $a006.3 702 $aNasraoui$b Olfa$f1968- 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910767524003321 996 $aAdvances in Web Mining and Web Usage Analysis$9772002 997 $aUNINA