| Description |
1 online resource (ix, 334 pages) : illustrations (some color) |
| Series |
Series in machine perception and artificial intelligence ; v. 55 |
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Series in machine perception and artificial intelligence ; v. 55.
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| Contents |
pt. I. Content extraction and web mining. ch. 1. Clustering of web documents using a graph model / A. Schenker [and others] -- ch. 2. Applications of graph probing to web document analysis / D. Lopresti and G. Wilfong -- ch. 3. Web structure analysis for information mining / V. Lakshmi, A.H. Tan and C.L. Tan -- ch. 4. Natural language processing for web document analysis / M. Kunze and D. Rösner -- pt. II. Document analysis for adaptive content delivery. ch. 5. Reflowable document images / T.M. Breuel [and others] -- ch. 6. Extraction and management of content from HTML documents / H. Alam, R. Hartono and A.F.R. Rahman -- ch. 7. HTML page analysis based on visual cues / Y. Yang, Y. Chen and H.J. Zhang -- pt. III. Table understanding on the web. ch. 8. Automatic table detection in HTML documents / Y. Wang and J. Hu -- ch. 9. A wrapper induction system for complex documents and its application to tabular data on the web / W.W. Cohen, M. Hurst and L.S. Jensen -- ch. 10. Extracting attributes and their values from web pages / M. Yoshida, K. Torisawa and J. Tsujii -- pt. IV. Web image analysis and retrieval. ch. 11. A fuzzy approach to text segmentation in web images based on human colour perception / A. Antonacopoulos and D. Karatzas -- ch. 12. Searching for images on the web using textual metadata / E.V. Munson and Y. Tsymbalenko -- ch. 13. An anatomy of a large-scale image search engine / W.-C. Lai, E.Y. Chang and K.-T. Cheng -- pt. V. New opportunities. ch. 14. Web security and document image analysis / H.S. Baird and K. Popat -- ch. 15. Exploiting WWW resources in experimental document analysis research / D. Lopresti -- ch. 16. Structured media for authoring multimedia documents / T. Tran-Thuong and C. Roisin -- ch. 17. Document analysis revisited for web documents / R. Ingold and C. Vanoirbeek |
| Summary |
This book provides the first comprehensive look at the emerging field of web document analysis. It sets the scene in this new field by combining state-of-the-art reviews of challenges and opportunities with research papers by leading researchers. Readers will find in-depth discussions on the many diverse and interdisciplinary areas within the field, including web image processing, applications of machine learning and graph theories for content extraction and web mining, adaptive web content delivery, multimedia document modeling and human interactive proofs for web security. Contents: Content |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Data mining.
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Internet searching.
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COMPUTERS -- Desktop Applications -- Databases.
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COMPUTERS -- Database Management -- General.
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COMPUTERS -- System Administration -- Storage & Retrieval.
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Data mining
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Internet searching
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| Form |
Electronic book
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| Author |
Antonacopoulos, Apostolos.
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Hu, Jianying, 1966-
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| ISBN |
9789812775375 |
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9812775374 |
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