Academic Influence Aware and Multidimensional Network Analysis for Research Collaboration Navigation Based on Scholarly Big Data

Scholarly big data, which is a large-scale collection of academic information, technical data, and collaboration relationships, has attracted increasing attentions, ranging from industries to academic communities. The widespread adoption of social computing paradigm has made it easier for researcher...

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Veröffentlicht in:	IEEE transactions on emerging topics in computing Jg. 9; H. 1; S. 246 - 257
Hauptverfasser:	Zhou, Xiaokang, Liang, Wei, Wang, Kevin I-Kai, Huang, Runhe, Jin, Qun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.01.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	academic influence Algorithms Analytical models Big Data Citation analysis Collaboration Correlation Data analysis Data models Multidimensional network analysis Navigation Network analysis Random walk research collaboration scholarly big data scholarly recommendation Social network services
ISSN:	2168-6750, 2168-6750
Online-Zugang:	Volltext
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