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Numerical Algorithms for Personalized Search in Self-organizing Information Networks /
This book lays out the theoretical groundwork for personalized search and reputation management, both on the Web and in peer-to-peer and social networks. Representing much of the foundational research in this field, the book develops scalable algorithms that exploit the graphlike properties underlyi...
| Autor principal: | |
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| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Princeton :
Princeton University Press,
2010.
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| Colección: | Book collections on Project MUSE.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 008 | 100728s2010 nju o 00 0 eng d | ||
| 010 | |z 2010014915 | ||
| 020 | |a 9781400837069 | ||
| 020 | |z 9780691145037 | ||
| 040 | |a MdBmJHUP |c MdBmJHUP | ||
| 100 | 1 | |a Kamvar, Sep, |d 1977- | |
| 245 | 1 | 0 | |a Numerical Algorithms for Personalized Search in Self-organizing Information Networks / |c Sep Kamvar. |
| 264 | 1 | |a Princeton : |b Princeton University Press, |c 2010. | |
| 264 | 3 | |a Baltimore, Md. : |b Project MUSE, |c 0000 | |
| 264 | 4 | |c ©2010. | |
| 300 | |a 1 online resource: |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 505 | 0 | |a Numerical Algorithms for Personalized Search in Self-organizing Information Networks; Contents; Tables; Figures; Acknowledgments; Chapter 1 Introduction; 1.1 World Wide Web; 1.2 P2P Networks; 1.3 Contributions; PART I WORLD WIDE WEB; Chapter 2 PageRank; Chapter 3 The Second Eigenvalue of the Google Matrix; Chapter 4 The Condition Number of the PageRank Problem; Chapter 5 Extrapolation Algorithms; Chapter 6 Adaptive PageRank; Chapter 7 BlockRank; PART II P2P NETWORKS; Chapter 8 Query-Cycle Simulator; Chapter 9 EigenTrust; Chapter 10 Adaptive P2P Topologies; Chapter 11 Conclusion; Bibliography. | |
| 520 | |a This book lays out the theoretical groundwork for personalized search and reputation management, both on the Web and in peer-to-peer and social networks. Representing much of the foundational research in this field, the book develops scalable algorithms that exploit the graphlike properties underlying personalized search and reputation management, and delves into realistic scenarios regarding Web-scale data. Sep Kamvar focuses on eigenvector-based techniques in Web search, introducing a personalized variant of Google's PageRank algorithm, and he outlines algorithms--such as the now-famous quad. | ||
| 588 | |a Description based on print version record. | ||
| 650 | 7 | |a Self-organizing systems |x Data processing. |2 fast |0 (OCoLC)fst01111793 | |
| 650 | 7 | |a Algorithms. |2 fast |0 (OCoLC)fst00805020 | |
| 650 | 7 | |a Computer algorithms. |2 fast |0 (OCoLC)fst00872010 | |
| 650 | 7 | |a MATHEMATICS |x General. |2 bisacsh | |
| 650 | 7 | |a LANGUAGE ARTS & DISCIPLINES |x Library & Information Science |x General. |2 bisacsh | |
| 650 | 7 | |a algorithms. |2 aat | |
| 650 | 6 | |a Recherche sur Internet |x Mathematiques. | |
| 650 | 6 | |a Algorithmes. | |
| 650 | 6 | |a Systemes auto-organises |x Informatique. | |
| 650 | 6 | |a Analyse de contenu (Communication) |x Mathematiques. | |
| 650 | 6 | |a Reseaux d'information |x Mathematiques. | |
| 650 | 6 | |a Bases de donnees |x Interrogation |x Mathematiques. | |
| 650 | 0 | |a Computer algorithms. | |
| 650 | 0 | |a Internet searching |x Mathematics. | |
| 650 | 0 | |a Algorithms. | |
| 650 | 0 | |a Self-organizing systems |x Data processing. | |
| 650 | 0 | |a Content analysis (Communication) |x Mathematics. | |
| 650 | 0 | |a Information networks |x Mathematics. | |
| 650 | 0 | |a Database searching |x Mathematics. | |
| 655 | 7 | |a Electronic books. |2 local | |
| 710 | 2 | |a Project Muse. |e distributor | |
| 830 | 0 | |a Book collections on Project MUSE. | |
| 856 | 4 | 0 | |z Texto completo |u https://projectmuse.uam.elogim.com/book/31133/ |
| 945 | |a Project MUSE - Custom Collection | ||