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Information retrieval --- Database searching --- Information storage and retrieval systems --- Online bibliographic searching --- Reference services (Libraries) --- -Reference services (Libraries) --- -Libraries --- Library reference services --- Reference work (Libraries) --- Information services --- Public services (Libraries) --- On-line bibliographic searching --- Electronic information resource searching --- Searching, Bibliographical --- Data base searching --- Database search strategies --- Search strategies in databases --- Searching databases --- Management. --- Automation --- -Management --- Reference department --- -Management. --- Libraries --- Management --- Automation&delete&

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Data mining. --- Database searching. --- Data base searching --- Database search strategies --- Search strategies in databases --- Searching databases --- Electronic information resource searching --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Data mining --- 681.3*I2 --- 681.3*I2 Artificial intelligence. AI --- Artificial intelligence. AI

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Programming --- Artificial intelligence. Robotics. Simulation. Graphics --- Client/server computing --- Java (Computer program language) --- Database searching --- 681.3*D15 --- 681.3*D13 --- Object-oriented programming languages --- JavaSpaces technology --- Data base searching --- Database search strategies --- Search strategies in databases --- Searching databases --- Electronic information resource searching --- Computing, Client/server --- Electronic data processing --- Software: object-oriented programming --- Concurrent programming --- Distributed processing --- Client/server computing. --- Database searching. --- Java (Computer program language). --- 681.3*D13 Concurrent programming --- 681.3*D15 Software: object-oriented programming

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Database searching --- -Information retrieval --- Online bibliographic searching --- -On-line bibliographic searching --- Electronic information resource searching --- Searching, Bibliographical --- Data retrieval --- Data storage --- Discovery, Information --- Information discovery --- Information storage and retrieval --- Retrieval of information --- Documentation --- Information science --- Information storage and retrieval systems --- Data base searching --- Database search strategies --- Search strategies in databases --- Searching databases --- Bibliography --- Bibliography. --- Information retrieval --- On-line bibliographic searching --- Online bibliographic searching - Bibliography --- Information retrieval - Bibliography --- Database searching - Bibliography

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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 quadratic extrapolation technique--that speed up computation, making personalized PageRank feasible. Kamvar suggests that Power Method-related techniques ultimately should be the basis for improving the PageRank algorithm, and he presents algorithms that exploit the convergence behavior of individual components of the PageRank vector. Kamvar then extends the ideas of reputation management and personalized search to distributed networks like peer-to-peer and social networks. He highlights locality and computational considerations related to the structure of the network, and considers such unique issues as malicious peers. He describes the EigenTrust algorithm and applies various PageRank concepts to P2P settings. Discussion chapters summarizing results conclude the book's two main sections. Clear and thorough, this book provides an authoritative look at central innovations in search for all of those interested in the subject.

Database searching --- Information networks --- Content analysis (Communication) --- Self-organizing systems --- Algorithms. --- Internet searching --- Analysis of content (Communication) --- Communication --- Subject analysis --- Searching the Internet --- Web searching --- World Wide Web searching --- Electronic information resource searching --- Algorism --- Algebra --- Arithmetic --- Automated information networks --- Networks, Information --- Information services --- Information storage and retrieval systems --- Data base searching --- Database search strategies --- Search strategies in databases --- Searching databases --- Mathematics. --- Data processing. --- Content analysis --- Methodology --- Foundations