Wang, Hongzhi, 1978-
Innovative techniques and applications of entity resolution / by Hongzhi Wang. - Hershey : Information Science Reference, c2014. - xvii, 414 p. : ill. ; 29 cm. - Advance in data mining and database management .
Foreword / Guoliang Li -- Preface -- Acknowledgements -- Principles of entity resolution -- Overview of entity resolution -- Measures of entity resolution result -- Entity resolution on various types of data -- Entity resolution on names -- Context-based entity resolution -- Entity resolution on single relational -- Entity resolution on multiple relations -- Entity resolution on xml data -- Entity resolution on graph data set -- Entity resolution on complex network -- Entity resolution on cloud -- Database techniques and entity resolution -- Basic data operators for entity resolut -- Data cleaning based on entity resolution -- Query processing based on entity resolution -- Applications for entity resolution -- Entity resolution in information integration system -- Entity resolution in bibliography management -- Product entity resolution in e-commerce -- Entity resolution in healthcare.
"This book draws upon interdisciplinary research on tools, techniques, and applications of entity resolution and provides a detailed analysis of entity resolution applied to various types of data as well as appropriate techniques and applications"--
9781466651982 9781466652019 (print & perpetual access)
2013044978
Database management.
Data mining.
006.3/12
Innovative techniques and applications of entity resolution / by Hongzhi Wang. - Hershey : Information Science Reference, c2014. - xvii, 414 p. : ill. ; 29 cm. - Advance in data mining and database management .
Foreword / Guoliang Li -- Preface -- Acknowledgements -- Principles of entity resolution -- Overview of entity resolution -- Measures of entity resolution result -- Entity resolution on various types of data -- Entity resolution on names -- Context-based entity resolution -- Entity resolution on single relational -- Entity resolution on multiple relations -- Entity resolution on xml data -- Entity resolution on graph data set -- Entity resolution on complex network -- Entity resolution on cloud -- Database techniques and entity resolution -- Basic data operators for entity resolut -- Data cleaning based on entity resolution -- Query processing based on entity resolution -- Applications for entity resolution -- Entity resolution in information integration system -- Entity resolution in bibliography management -- Product entity resolution in e-commerce -- Entity resolution in healthcare.
"This book draws upon interdisciplinary research on tools, techniques, and applications of entity resolution and provides a detailed analysis of entity resolution applied to various types of data as well as appropriate techniques and applications"--
9781466651982 9781466652019 (print & perpetual access)
2013044978
Database management.
Data mining.
006.3/12