Knowledge communication analysis based on clustering and association rules mining

Qingyuan Wu, Qi Wu, Sidi Zhao, Mingxue Wei, Fu Lee Wang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

With the growth of knowledge sharing, an increasingly large amount of Open-Access academic resources are being stored online. This paper systematically studies the method of mining knowledge communication via Open-Access Journals. We first designed a new framework of knowledge communication analysis based on clustering and association rule mining. Then, we proposed two improved indexes named cited frequency and weighted cited frequency. Extensive evaluations using real-world data validate the effectiveness of the proposed framework of knowledge communication analysis.

Original languageEnglish
Title of host publicationDatabase Systems for Advanced Applications - DASFAA 2015 International Workshops, SeCoP, BDMS, and Posters, Revised Selected Papers
EditorsYoshiharu Ishikawa, Sarana Nutanong, An Liu, Tieyun Qian, Muhammad Aamir Cheema
Pages66-75
Number of pages10
DOIs
Publication statusPublished - 2015
Externally publishedYes
Event2nd International Workshop on Semantic Computing and Personalization, SeCoP 2015, 2nd International Workshop on Big Data Management and Service, BDMS 2015 held in conjunction with 20th International Conference on Database Systems for Advanced Applications, DASFAA 2015 - Hanoi, Viet Nam
Duration: 20 Apr 201523 Apr 2015

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9052
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference2nd International Workshop on Semantic Computing and Personalization, SeCoP 2015, 2nd International Workshop on Big Data Management and Service, BDMS 2015 held in conjunction with 20th International Conference on Database Systems for Advanced Applications, DASFAA 2015
Country/TerritoryViet Nam
CityHanoi
Period20/04/1523/04/15

Keywords

  • Knowledge communication
  • Knowledge diffusion
  • Knowledge source
  • Open access
  • Weighted cited frequency

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