03133oam 2200613I 450 991080837550332120170821163155.00-429-06819-01-78539-821-01-4987-1094-810.1201/b18223 (CKB)2670000000601141(EBL)1755926(SSID)ssj0001495902(PQKBManifestationID)11886920(PQKBTitleCode)TC0001495902(PQKBWorkID)11485009(PQKB)11599919(MiAaPQ)EBC1755926(OCoLC)904755680(CaSebORM)9781498710930(EXLCZ)99267000000060114120180331h20152015 uy 0engur|n|---|||||txtccrSocial big data mining /Hiroshi Ishikawa, Dr. Sci. Prof., information and communication systems, Faculty of system design, Tokyo Metropolitan University, Tokyo, Japan1st editionBoca Raton, Florida :CRC Press,[2015]©20151 online resource (264 p.)A Science Publishers book.1-4987-1093-X 1-336-19412-X Includes bibliographical references at the end of each chapters.Front Cover; Preface; Contents; Chapter 1 Social Media; Chapter 2 Big Data and Social Data; Chapter 3 Hypotheses in the Era of Big Data; Chapter 4 Social Big Data Applications; Chapter 5 Basic Concepts in Data Mining; Chapter 6 Association Rule Mining; Chapter 7 Clustering; Chapter 8 Classification; Chapter 9 Prediction; Chapter 10 Web Structure Mining; Chapter 11 Web Content Mining; Chapter 12 Web Access Log Mining, Information Extraction, and Deep Web Mining; Chapter 13 Media Mining; Chapter 14 Scalability and Outlier DetectionAppendix I Capabilities and Expertise Required for Data Scientists in the Age of Big DataAppendix II Remarks on Relationships Among Structure-, Content-, and Access Log Mining Techniques; Color Plate Section; Back CoverThis book focuses on the basic concepts and the related technologies of data mining for social medial. Topics include: big data and social data, data mining for making a hypothesis, multivariate analysis for verifying the hypothesis, web mining and media mining, natural language processing, social big data applications, and scalability. It explains analytical techniques such as modeling, data mining, and multivariate analysis for social big data. This book is different from other similar books in that presents the overall picture of social big data from fundamental concepts to applications whiBig dataData miningUser-generated contentBig data.Data mining.User-generated content.005.74Ishikawa Hiroshi1941,1625403FlBoTFGFlBoTFGBOOK9910808375503321Social big data mining3960827UNINA