Web mining :from Web to Semantic Web : First European Web Mining Forum, EWMF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003 : invited and selected revised papers
- 其他作者: Berendt, Bettina.
- 出版: Berlin ;New York : Springer ©2004.
- 稽核項: 1 online resource (viii, 200 pages) :illustrations.
- 叢書名: Lecture notes in computer science,3209.Lecture notes in artificial intelligence , Hot topics
- 標題: Data mining. , Recherche sur Internet Congrès. , COMPUTERS , Recherche sur Internet , COMPUTERS Desktop Applications -- Databases. , Internet searching. , Semantic Web , Exploration de données (Informatique) , Desktop ApplicationsDatabases. , Data mining Congresses. , Exploration de données (Informatique) Congrès. , COMPUTERS Database Management -- General. , Conference papers and proceedings. , Database ManagementGeneral. , Semantic Web Congresses. , Electronic books. , Internet searching , Web sémantique , Internet searching Congresses. , Web sémantique Congrès. , COMPUTERS System Administration -- Storage & Retrieval. , Data mining , Semantic Web. , System AdministrationStorage & Retrieval.
- ISBN: 3540301232 , 9783540301233
- ISBN: 3540232583 , 9783540232582 , 0302-9743 ;
- 試查全文@TNUA:
- 附註: Includes bibliographical references and index. A Roadmap for Web Mining: From Web to Semantic Web -- On the Deployment of Web Usage Mining -- Mining the Web to Add Semantics to Retail Data Mining -- Semantically Enhanced Collaborative Filtering on the Web -- Mapping Documents onto Web Page Ontology -- Mining Web Sites Using Wrapper Induction, Named Entities, and Post-processing -- Web Community Directories: A New Approach to Web Personalization -- Evaluation and Validation of Two Approaches to User Profiling -- Greedy Recommending Is Not Always Optimal -- An Approach to Estimate the Value of User Sessions Using Multiple Viewpoints and Goals -- Monitoring the Evolution of Web Usage Patterns.
- 摘要: This book originates from the first European Web Mining Forum, EWMF 2003, held in Cavtat-Dubrovnik, Croatia, in September 2003 in association with ECML/PKDD 2003. The Web Mining Forum initiative is motivated by the insight that knowledge discovery on the Web, from the viewpoint of hyperarchive analysis, and, from the viewpoint of interaction among persons and institutions, are complementary, both for the conventional Web and for the Semantic Web. This book presents an introductory roadmap paper, four invited papers and six workshop papers, which were carefully selected during two rounds of reviewing and improvement. Among the topics addressed are Web usage mining, Web mining for the addition of semantics, semantically enhanced Web filtering, ontologies, wrapper induction, Web personalization, user profiling, user session evaluation, and evolution of Web usage patterns.
- 電子資源: https://dbs.tnua.edu.tw/login?url=https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=142142
- 系統號: 005320249
- 資料類型: 電子書
- 讀者標籤: 需登入
- 引用網址: 複製連結
In the last years, research on Web mining has reached maturity and has broadened in scope. Two different but interrelated research threads have emerged, based on the dual nature of the Web: – The Web is a practically in?nite collection of documents: The acquisition and - ploitation of information from these documents asks for intelligent techniques for information categorization, extraction and search, as well as for adaptivity to the interests and background of the organization or person that looks for information. – The Web is a venue for doing business electronically: It is a venue for interaction, information acquisition and service exploitation used by public authorities, n- governmental organizations, communities of interest and private persons. When observed as a venue for the achievement of business goals, a Web presence should be aligned to the objectives of its owner and the requirements of its users. This raises the demand for understandingWeb usage, combining it with other sources of knowledge inside an organization, and deriving lines of action. ThebirthoftheSemanticWebatthebeginningofthedecadeledtoacoercionofthetwo threadsintwoaspects:(i)theextractionofsemanticsfromtheWebtobuildtheSemantic Web;and(ii)theexploitationofthesesemanticstobettersupportinformationacquisition and to enhance the interaction for business and non-business purposes. Semantic Web mining encompasses both aspects from the viewpoint of knowledge discovery.
來源: Google Book
來源: Google Book
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