Combining mapping and citation network analysis for a better understanding of the scientific development: The case of the absorptive capacity field

Calero-Medina, Clara; Noyons, Ed

doi:10.1016/j.joi.2008.09.005

Cited by 106 publications

(50 citation statements)

References 25 publications

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“…They constructed a collaboration network and utilized the main path, CPM path and line islands to analyze it. In addition, citation network analysis is also applied in the DNA theory, absorptive capacity field and surgical prosthesis [29][30][31].…”

Section: Exiting Methods Related To Citation Network Analysismentioning

confidence: 99%

Researching the development of Atanassov intuitionistic fuzzy set: Using a citation network analysis

Shi

2015

Applied Soft Computing

130

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Section: Exiting Methods Related To Citation Network Analysismentioning

confidence: 99%

Researching the development of Atanassov intuitionistic fuzzy set: Using a citation network analysis

Shi

2015

Applied Soft Computing

130

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“…Connectivity is quantified with traversal weights, that is, the frequency with which a given link is used on all possible paths between source references (with no citations to others) and sink references (having not been cited). The output treats connections among articles as a flow of knowledge, the backbone of a field (Calero-Medina and Noyons 2008;de Nooy, Mrvar and Batagelj 2005;Hummon and Doreian 1989). For main path analysis to work, the citation network must be acyclical, meaning that all references to future works-including those cited in a later edition chronologically beyond the first edition-needed to be eliminated.…”

Section: Analyzing Social Network Datamentioning

confidence: 99%

Seventy-Five Years of Amish Studies, 1942 to 2017: A Critical Review of Scholarship Trends (with an Extensive Bibliography)

Anderson¹

2017

Journal of Amish and Plain Anabaptist Studies

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After 75 years, Amish studies has received no field reviews, an oversight I rectify using several citation analysis techniques. I offer criteria for defining Amish research, which results in 983 references. Amish studies has a very highly centralized core; the top one percent of cited references account for 20% of every citation in Amish studies, with Hostetler, Kraybill, Nolt, and Huntington dominating the top list. Few consolidated subareas exist, exceptions being language and health/population research. Analyzing Amish studies chronologically, the field early on accepted the definitive-sympathetic-authoritative-comprehensive-insider research approach, which legitimated "The Throne" (so-called) in Amish studies, i.e., a central scholar, a few close to him, and the irrelevant hinterlands. The seat was first occupied by Hostetler, then Kraybill. The absence of driving research questions, theory developments, and debates creates place for The Throne, whom scholars often cite to legitimize a given study emerging from an otherwise fragmented field, this field failing to provide scholars self-legitimization. Other troubles with The Throne model are also presented. My call to Amish studies is (1) to develop honed research questions that address specific sub-areas and to consider how any given reference fits into the literature, and (2) to distance our empirical work from fence-straddling popular/scholarly models, e.g. rejecting "the Amish" as a brand name, approaching the Amish as purely scholars and not partially tourists, and foregoing a protective-or reformist-mentality toward the Amish.

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“…Based on co-citation clusters, they counted the frequency of words contained in references to test whether the cluster could gather literatures possessing similar terms into a class. Calero-Medina et al [5] analyzed the knowledge creation and flow process between scientific publications by combining word co-occurrence and citation network analysis. They used word co-occurrence to find related terms and theories, and used citation network analysis to discover the key literatures in this field.…”

Section: Matrix Fusion Of Multi-relational Datamentioning

confidence: 99%

Study of Multi-source Data Fusion in Topic Discovery

Wang

et al. 2016

Lecture Notes in Electrical Engineering

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This review provides an introduction to MSDF in topic discovery, and discusses the status quo of the methods and applications of MSDF. This review has investigated the main thoughts of MSDF and proposed that MSDF could be divided into the fusion of data types and fusion of data relations. Furthermore, the fusion of data relations could be divided into the cross-integration of multi-mode data and matrix fusion of multi-relational data. This paper studied the methods and technological process of MSDF applicable to information analysis, especially in the competitive intelligence of scientific and technological area.

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Combining mapping and citation network analysis for a better understanding of the scientific development: The case of the absorptive capacity field

Cited by 106 publications

References 25 publications

Researching the development of Atanassov intuitionistic fuzzy set: Using a citation network analysis

Researching the development of Atanassov intuitionistic fuzzy set: Using a citation network analysis

Seventy-Five Years of Amish Studies, 1942 to 2017: A Critical Review of Scholarship Trends (with an Extensive Bibliography)

Study of Multi-source Data Fusion in Topic Discovery

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