Web Data Mining: Exploring Hyperlinks, Contents, And Usage Data (Record no. 51479)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01578 a2200193 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250911193444.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783642268915 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.74 LIU |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Liu, Bing |
| 245 ## - TITLE STATEMENT | |
| Title | Web Data Mining: Exploring Hyperlinks, Contents, And Usage Data |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2 |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | Springer |
| Place of publication, distribution, etc | Chicago, USA |
| Date of publication, distribution, etc | 2011 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 622 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Liu has written a comprehensive text on Web mining, which consists of two parts. The first part covers the data mining and machine learning foundations, where all the essential concepts and algorithms of data mining and machine learning are presented. The second part covers the key topics of Web mining, where Web crawling, search, social network analysis, structured data extraction, information integration, opinion mining and sentiment analysis, Web usage mining, query log mining, computational advertising, and recommender systems are all treated both in breadth and in depth. His book thus brings all the related concepts and algorithms together to form an authoritative and coherent text. <br/><br/>The book offers a rich blend of theory and practice. It is suitable for students, researchers and practitioners interested in Web mining and data mining both as a learning text and as a reference book. Professors can readily use it for classes on data mining, Web mining, and text mining. Additional teaching materials such as lecture slides, datasets, and implemented algorithms are available online. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computers |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Instruments and machines |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Calculating machines |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
No items available.
