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Link mining: models, algorithms and applications

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Bibliographische Detailangaben
Format:	Buch
Sprache:	English
Veröffentlicht:	New York, NY [u.a.] Springer 2010
Ausgabe:	1. ed.
Schlagworte:	Netzwerkanalyse > Soziologie Data Mining Informationsnetz
Online-Zugang:	Inhaltstext Inhaltsverzeichnis
Beschreibung:	XIII, 586 S. Ill., graph. Darst. 235 mm x 155 mm
ISBN:	9781441965141

Internformat

MARC


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Datensatz im Suchindex

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adam_text	IMAGE 1 CONTENTS PART I LINK-BASED CLUSTERING 1 MACHINE LEARNING APPROACHES TO LINK-BASED CLUSTERING . . . . . . . . . . . 3 ZHONGFEI (MARK) ZHANG, BO LONG, ZHEN GUO, TIANBING XU, AND PHILIP S. YU 2 SCALABLE LINK-BASED SIMILARITY COMPUTATION AND CLUSTERING . . . . . . . . 45 XIAOXIN YIN, JIAWEI HAN, AND PHILIP S. YU 3 COMMUNITY EVOLUTION AND CHANGE POINT DETECTION IN TIME-EVOLVING GRAPHS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 JIMENG SUN, SPIROS PAPADIMITRIOU, PHILIP S. YU, AND CHRISTOS FALOUTSOS PART II GRAPH MINING AND COMMUNITY ANALYSIS 4 A SURVEY OF LINK MINING TASKS FOR ANALYZING NOISY AND INCOMPLETE NETWORKS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107 GALILEO MARK NAMATA, HOSSAM SHARARA, AND LISE GETOOR 5 MARKOV LOGIC: A LANGUAGE AND ALGORITHMS FOR LINK MINING . . . . . . . 135 PEDRO DOMINGOS, DANIEL LOWD, STANLEY KOK, ANIRUDDH NATH, HOIFUNG POON, MATTHEW RICHARDSON, AND PARAG SINGLA 6 UNDERSTANDING GROUP STRUCTURES AND PROPERTIES IN SOCIAL MEDIA . . . . 163 LEI TANG AND HUAN LIU 7 TIME SENSITIVE RANKING WITH APPLICATION TO PUBLICATION SEARCH . . . . . 187 XIN LI, BING LIU, AND PHILIP S. YU 8 PROXIMITY TRACKING ON DYNAMIC BIPARTITE GRAPHS: PROBLEM DEFINITIONS AND FAST SOLUTIONS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 211 HANGHANG TONG, SPIROS PAPADIMITRIOU, PHILIP S. YU, AND CHRISTOS FALOUTSOS VII IMAGE 2 VIII CONTENTS 9 DISCRIMINATIVE FREQUENT PATTERN-BASED GRAPH CLASSIFICATION . . . . . . . . 237 HONG CHENG, XIFENG YAN, AND JIAWEI HAN PART III LINK ANALYSIS FOR DATA CLEANING AND INFORMATION INTEGRATION 10 INFORMATION INTEGRATION FOR GRAPH DATABASES . . . . . . . . . . . . . . . . . . . . . 265 EE-PENG LIM, AIXIN SUN, ANWITAMAN DATTA, AND KUIYU CHANG 11 VERACITY ANALYSIS AND OBJECT DISTINCTION . . . . . . . . . . . . . . . . . . . . . . . . . . 283 XIAOXIN YIN, JIAWEI HAN, AND PHILIP S. YU PART IV SOCIAL NETWORK ANALYSIS 12 DYNAMIC COMMUNITY IDENTIFICATION . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307 TANYA BERGER-WOLF, CHAYANT TANTIPATHANANANDH, AND DAVID KEMPE 13 STRUCTURE AND EVOLUTION OF ONLINE SOCIAL NETWORKS . . . . . . . . . . . . . . . . 337 RAVI KUMAR, JASMINE NOVAK, AND ANDREW TOMKINS 14 TOWARD IDENTITY ANONYMIZATION IN SOCIAL NETWORKS . . . . . . . . . . . . . . . . 359 KENNETH L. CLARKSON, KUN LIU, AND EVIMARIA TERZI PART V SUMMARIZATION AND OLAP OF INFORMATION NETWORKS 15 INTERACTIVE GRAPH SUMMARIZATION . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 389 YUANYUAN TIAN AND JIGNESH M. PATEL 16 INFONETOLAP: OLAP AND MINING OF INFORMATION NETWORKS . . . . . . . . 411 CHEN CHEN, FEIDA ZHU, XIFENG YAN, JIAWEI HAN, PHILIP YU, AND RAGHU RAMAKRISHNAN 17 INTEGRATING CLUSTERING WITH RANKING IN HETEROGENEOUS INFORMATION NETWORKS ANALYSIS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 439 YIZHOU SUN AND JIAWEI HAN 18 MINING LARGE INFORMATION NETWORKS BY GRAPH SUMMARIZATION . . . . . 475 CHEN CHEN, CINDY XIDE LIN, MATT FREDRIKSON, MIHAI CHRISTODORESCU, XIFENG YAN, AND JIAWEI HAN PART VI ANALYSIS OF BIOLOGICAL INFORMATION NETWORKS 19 FINDING HIGH-ORDER CORRELATIONS IN HIGH-DIMENSIONAL BIOLOGICAL DATA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 505 XIANG ZHANG, FENG PAN, AND WEI WANG IMAGE 3 CONTENTS IX 20 FUNCTIONAL INFLUENCE-BASED APPROACH TO IDENTIFY OVERLAPPING MODULES IN BIOLOGICAL NETWORKS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 535 YOUNG-RAE CHO AND AIDONG ZHANG 21 GENE REACHABILITY USING PAGE RANKING ON GENE CO-EXPRESSION NETWORKS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 557 PINAKI SARDER, WEIXIONG ZHANG, J. PERREN COBB, AND ARYE NEHORAI INDEX . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 569
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discipline	Informatik Soziologie
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format	Book
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spelling	Link mining models, algorithms and applications Philip S. Yu ... ed. 1. ed. New York, NY [u.a.] Springer 2010 XIII, 586 S. Ill., graph. Darst. 235 mm x 155 mm txt rdacontent n rdamedia nc rdacarrier Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Informationsnetz (DE-588)4349922-3 gnd rswk-swf Informationsnetz (DE-588)4349922-3 s Data Mining (DE-588)4428654-5 s Netzwerkanalyse Soziologie (DE-588)4205975-6 s DE-604 Yu, Philip S. Sonstige oth text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3450070&prov=M&dok_var=1&dok_ext=htm Inhaltstext SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020550511&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Link mining models, algorithms and applications Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd Data Mining (DE-588)4428654-5 gnd Informationsnetz (DE-588)4349922-3 gnd
subject_GND	(DE-588)4205975-6 (DE-588)4428654-5 (DE-588)4349922-3
title	Link mining models, algorithms and applications
title_auth	Link mining models, algorithms and applications
title_exact_search	Link mining models, algorithms and applications
title_full	Link mining models, algorithms and applications Philip S. Yu ... ed.
title_fullStr	Link mining models, algorithms and applications Philip S. Yu ... ed.
title_full_unstemmed	Link mining models, algorithms and applications Philip S. Yu ... ed.
title_short	Link mining
title_sort	link mining models algorithms and applications
title_sub	models, algorithms and applications
topic	Netzwerkanalyse Soziologie (DE-588)4205975-6 gnd Data Mining (DE-588)4428654-5 gnd Informationsnetz (DE-588)4349922-3 gnd
topic_facet	Netzwerkanalyse Soziologie Data Mining Informationsnetz
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