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Heterogeneous Information Network Analysis and Applications
Chuan ShiPhilip S. Yu
出版Springer, 2017-05-25
主題Computers / Data Science / Data AnalyticsComputers / Artificial Intelligence / GeneralComputers / Artificial Intelligence / Computer Vision & Pattern RecognitionTechnology & Engineering / TelecommunicationsComputers / Networking / HardwareComputers / Information TechnologyComputers / Optical Data Processing
ISBN33195621269783319562124
URLhttp://books.google.com.hk/books?id=YmclDwAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋This book offers researchers an understanding of the fundamental issues and a good starting point to work on this rapidly expanding field. It provides a comprehensive survey of current developments of heterogeneous information network. It also presents the newest research in applications of heterogeneous information networks to similarity search, ranking, clustering, recommendation.

This information will help researchers to understand how to analyze networked data with heterogeneous information networks. Common data mining tasks are explored, including similarity search, ranking, and recommendation. The book illustrates some prototypes which analyze networked data.

Professionals and academics working in data analytics, networks, machine learning, and data mining will find this content valuable. It is also suitable for advanced-level students in computer science who are interested in networking or pattern recognition.