Advances in web mining and web usage analysis : 8th International Workshop on Knowledge Discovery on the Web, WebKDD 2006, Philadelphia, PA, USA, August 20, 2006 : revised papers / Olfa Nasraoui [and others] (eds.).

By: WebKDD 2006 (2006 : Philadelphia, Pa.)
Contributor(s): Nasraoui, Olfa, 1968-
Material type: TextTextSeries: SerienbezeichnungLNCS sublibrary: ; Lecture notes in computer science: 4811.; Lecture notes in computer science: Publisher: Berlin ; New York : Springer, ©2007Description: 1 online resource (xii, 246 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540774853; 3540774858; 9783540774846; 354077484XOther title: 8th International Workshop on Knowledge Discovery on the Web | Eighth International Workshop on Knowledge Discovery on the Web | International Workshop on Knowledge Discovery on the Web | WebKDD 2006Subject(s): Web usage mining -- Congresses | Internet users -- Congresses | Web usage mining | Internet users | Informatique | Internet users | Web usage mining | computers | samenleving | society | informatieontsluiting | information retrieval | informatieopslag | information storage | informatiesystemen | information systems | internet | computerwetenschappen | computer sciences | kunstmatige intelligentie | artificial intelligence | computernetwerken | computer networks | databasebeheer | database management | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Advances in web mining and web usage analysis.DDC classification: 025.04 LOC classification: ZA4235 | .W43 2006ebOther classification: TP311. 13-532 Online resources: Click here to access online
Contents:
Adaptive 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.
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Includes bibliographical references and index.

Print version record.

Adaptive 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.

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