Bibliometric Mapping of the Computational Intelligence Field

Eck, Nees Jan van; Waltman, Ludo

doi:10.1142/s0218488507004911

Cited by 232 publications

(141 citation statements)

References 23 publications

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“…This software has been implemented in more than 100 works of bibliometric analysis in both the social sciences and the sciences [35]. Of the aforementioned works, we can mention the one of [25], which makes bibliometric mapping a field of computational intelligence where one of their areas of investigation are fuzzy systems.…”

Section: Methodsmentioning

confidence: 99%

“…Some authors have made compilations of methods and applications for fuzzy decision-making [8,[10][11][12][13][19][20][21][22][23][24]. Other authors have developed bibliometric studies in the field of computational intelligence that highlights fuzzy systems [25,26], the evolution of the applications made in fuzzy sets theory [27], the development of Atanassov intuitionistic fuzzy set [28], review on aggregation operator research [29], visualization and quantitative research on intuitionistic fuzzy studies [30] and the development and viewing of research of fuzzy sets in Spain [31]. However, there is no evidence that indicates that a specific item provides a basic overview of research in the field of fuzzy decision-making.…”

Section: Introductionmentioning

confidence: 99%

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Fuzzy decision making: A bibliometric-based review

Blanco‐Mesa

Merigó

Gil‐Lafuente

2017

IFS

303

139

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Abstract. Fuzzy decision-making consists in making decisions under complex and uncertain environments where the information can be assessed with fuzzy sets and systems. The aim of this study is to review the main contributions in this field by using a bibliometric approach. For doing so, the article uses a wide range of bibliometric indicators including the citations and the h-index. Moreover, it also uses the VOS viewer software in order to map the main trends in this area. The work considers the leading journals, articles, authors and institutions. The results indicate that the USA was the traditional leader in this field with the most significant researcher. However, during the last years, this field is receiving more attention by Asian authors that are starting to lead the field. This discipline has a strong potential and the expectations for the future is that it will continue to grow

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Section: Methodsmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Fuzzy decision making: A bibliometric-based review

Blanco‐Mesa

Merigó

Gil‐Lafuente

2017

IFS

303

139

View full text Add to dashboard Cite

show abstract

“…The similarity of the two keywords represents the ratio between co-occurrences of items and the expected co-occurrences [27]. VOSviewer situated items in the topography map by minimizing:…”

Section: Methodsmentioning

confidence: 99%

“…where V denotes the location of the item and denotes the Euclidean norm [27,28]. We used an open-source graphic tool Gephi (The Gephi Consortium, Paris, France) to produce a co-occurrence map of research topics, which consisted both of the three primary countries individually and their relationship with each other.…”

Section: Methodsmentioning

confidence: 99%

A Mapping of Marine Biodiversity Research Trends and Collaboration in the East Asia Region from 1996–2015

et al. 2016

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Many countries define policies to manage oceans and coastal areas in order to utilize marine ecosystems strategically. When we reviewed the strategies and policies of various countries in relation to ocean sustainability, we found that biodiversity preservation is a key issue for policies related to sustainable marine development. We investigated the research trends and collaboration status of China, Japan and South Korea regarding marine biodiversity through the analysis of scientific articles using bibliometric analysis. The results showed that Japan collaborated the most with other countries compared to China and South Korea. All three countries collaborated with the Organization for Economic Cooperation and Development (OECD) and Association of Southeast Asian Nations (ASEAN) countries frequently. South Korea showed the strongest inter-collaboration amongst China, Japan and South Korea. Microorganism research is a common research topic in China, Japan and South Korea. Each country demonstrated its own prominent research area, such as local region research in China, deep-sea research in Japan and aquaculture research in South Korea.

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“…VOS stands for visualization of similarities and has been used for constructing bibliometric maps in a number of studies [35][36][37][38][39][40].…”

Section: Bibliometric Analysismentioning

confidence: 99%

Assessing the maturity level of foresight in Polish companies—a regional perspective

Kononiuk

Sacio-Szymańska

2015

Eur J Futures Res

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In the face of accelerated change and genuine uncertainties in the business environment as well as the need of processing and interpreting the information coming from majority of sources, foresight research in the enterprises comes into prominence. The main aim of the article is to assess foresight maturity of companies based in Podlaskie province in Poland as one of the least developed regions in Europe. The survey research is preceded by bibliometric analysis and literature review to examine current tendencies in foresight research in organisations. The conclusions drawn from the analysis of the existing works on organizational foresight are that foresight is no longer referred to only as a portfolio of methodologies through which organizations may garner a broader vision and probe the future to ascertain potential competitive landscapes but also as a human or organisational competence. Therefore, the research is based on a foresight maturity model developed by Grim (J Futur Stud 13(4):69-80, 2009). The model, besides traditionally associated foresight components such as environmental scanning, takes into consideration such aspects as leadership, collective vision building, and planning. Pilot survey research carried out among 134 production and services enterprises based in the Podlaskie region has allowed us to state that the companies are characterised by low foresight maturity levels. Hence, based on a literature review, two management concepts are suggested as means to increase the level of foresight maturity in companies.

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Bibliometric Mapping of the Computational Intelligence Field

Cited by 232 publications

References 23 publications

Fuzzy decision making: A bibliometric-based review

Fuzzy decision making: A bibliometric-based review

A Mapping of Marine Biodiversity Research Trends and Collaboration in the East Asia Region from 1996–2015

Assessing the maturity level of foresight in Polish companies—a regional perspective

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