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Content-based citation analysis: The next generation of citation analysis

Published on Sep 1, 2014in Journal of the Association for Information Science and Technology2.74
· DOI :10.1002/asi.23256
Ying Ding39
Estimated H-index: 39
(IU: Indiana University),
Guo Zhang6
Estimated H-index: 6
(IU: Indiana University)
+ 3 AuthorsChengXiang Zhai69
Estimated H-index: 69
(UIUC: University of Illinois at Urbana–Champaign)
Abstract
Traditional citation analysis has been widely applied to detect patterns of scientific collaboration, map the landscapes of scholarly disciplines, assess the impact of research outputs, and observe knowledge transfer across domains. It is, however, limited, as it assumes all citations are of similar value and weights each equally. Content-based citation analysis (CCA) addresses a citation’s value by interpreting each one based on its context at both the syntactic and semantic levels. This paper provides a comprehensive overview of CAA research in terms of its theoretical foundations, methodical approaches, and example applications. In addition, we highlight how increased computational capabilities and publicly available full-text resources have opened this area of research to vast possibilities, which enable deeper citation analysis, more accurate citation prediction, and increased knowledge discovery.
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  • References (88)
  • Citations (75)
References88
Newest
#1Jarrett E. K. Byrnes (University of Massachusetts Boston)H-Index: 27
#2Edward B. Baskerville (UM: University of Michigan)H-Index: 7
Last.Christopher J. Lortie (York University)H-Index: 34
view all 9 authors...
#1Ying Ding (IU: Indiana University Bloomington)H-Index: 39
#2Min Song (Yonsei University)H-Index: 18
Last.Tamy Chambers (IU: Indiana University Bloomington)H-Index: 6
view all 7 authors...
#1Ying Ding (IU: Indiana University)H-Index: 39
#2Xiaozhong Liu (IU: Indiana University)H-Index: 11
Last.Blaise Cronin (IU: Indiana University)H-Index: 37
view all 4 authors...
#1Cartic Ramakrishnan (SC: University of Southern California)H-Index: 13
#2Abhishek Patnia (SC: University of Southern California)H-Index: 1
Last.Gully A. P. C. Burns (SC: University of Southern California)H-Index: 19
view all 4 authors...
Oct 29, 2012 in CIKM (Conference on Information and Knowledge Management)
#1Wenyi Huang (PSU: Pennsylvania State University)H-Index: 10
#2Saurabh Kataria (Xerox)H-Index: 9
Last.Lior Rokach (BGU: Ben-Gurion University of the Negev)H-Index: 42
view all 6 authors...
Jan 1, 2012 in CloudCom (IEEE International Conference on Cloud Computing Technology and Science)
#1Adam HunterH-Index: 13
#2A. MacgregorH-Index: 5
Last.Matthew I. BellgardH-Index: 32
view all 5 authors...
#1Hidetsugu Nanba (Japan Advanced Institute of Science and Technology)H-Index: 15
#2Noriko Kando (NII: National Institute of Informatics)H-Index: 24
Last.Okumura Manabu (TITech: Tokyo Institute of Technology)H-Index: 22
view all 3 authors...
Cited By75
Newest
#1Yi Bu (IU: Indiana University)H-Index: 1
#2Yong Huang (WHU: Wuhan University)H-Index: 3
Last.Wei Lu (WHU: Wuhan University)H-Index: 7
view all 3 authors...
#1Chao Lu (Nanjing University of Science and Technology)H-Index: 2
#2Yi Bu (IU: Indiana University Bloomington)H-Index: 7
Last.Chengzhi Zhang (Nanjing University of Science and Technology)H-Index: 6
view all 9 authors...
Apr 14, 2019 in ECIR (European Conference on Information Retrieval)
#1Michael Färber (University of Freiburg)H-Index: 2
#2Ashwath Sampath (University of Freiburg)H-Index: 1
Last.Adam Jatowt (Kyoto University)H-Index: 19
view all 3 authors...
Apr 14, 2019 in ECIR (European Conference on Information Retrieval)
#1Saar Kuzi (UIUC: University of Illinois at Urbana–Champaign)H-Index: 3
#2ChengXiang Zhai (UIUC: University of Illinois at Urbana–Champaign)H-Index: 69
#1Xiangjie Kong (DUT: Dalian University of Technology)H-Index: 18
#2Yajie Shi (DUT: Dalian University of Technology)H-Index: 1
Last.Feng Xia (DUT: Dalian University of Technology)H-Index: 35
view all 5 authors...
#1Afsheen Khalid (ITI: Information Technology Institute)H-Index: 1
#2Fakhri Alam Khan (ITI: Information Technology Institute)H-Index: 2
Last.Gwanggil Jeon (Incheon National University)H-Index: 19
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