Heterogeneous Information Network Analysis and Applications

• Main Authors: Shi, Chuan (Author), Yu, Philip S. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Data Analytics,
• Subjects: Computer science.; Computer communication systems.; Data mining.; Artificial intelligence.; Pattern recognition.; Electrical engineering.; Computer Science.; Data Mining and Knowledge Discovery.; Artificial Intelligence (incl. Robotics).; Pattern Recognition.; Communications Engineering, Networks.; Computer Communication Networks.

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 heteroge...

Table of Contents:

• 1. Introduction
• 2. Summarization of the developments
• 3.Uniform relevance measure of heterogeneous objects
• 4. Path based Ranking
• 5. Ranking based Clustering
• 6. Recommendation with heterogeneous information
• 7. Information fusion with heterogeneous network
• 8. Prototype system
• 9. Future research directions
• 10. Conclusion.