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  • 标题:A Review of Critical Research Areas under Information Diffusion in Social Networks
  • 本地全文:下载
  • 作者:Surbhi Kakar ; Monica Mehrotra
  • 期刊名称:International Journal of Advanced Computer Science and Applications(IJACSA)
  • 印刷版ISSN:2158-107X
  • 电子版ISSN:2156-5570
  • 出版年度:2020
  • 卷号:11
  • 期号:4
  • DOI:10.14569/IJACSA.2020.0110454
  • 出版社:Science and Information Society (SAI)
  • 摘要:An online social network is a network where people exchange their ideas or opinions. Exchange of ideas between users leads to spread of information at a larger scale in the social networks. This spread of information is also called information diffusion. This work is dedicated to identifying research areas under the umbrella of Information Diffusion. The objective of this work is to present an extensive review of such areas, identify the existing research gaps and explore future directions of work. The review also identifies the methodologies, features and aspects studied in the current literature and proposes the optimal feature set to improve performance. This review will enable researchers to quickly identify the research areas, the current gaps and steer them into the possible future directions associated with them.
  • 关键词:Information diffusion; influence maximization; retweet prediction; influence models
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