Beyond the Classroom: Understanding the Evolution of Educational Data Mining With Key Route Main Path Analysis
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DOI: 10.1002/cae.70010
Abstract: Educational data mining (EDM) enhances the educational system by uncovering hidden patterns of academic data. The discipline of EDM has grown rapidly and produced numerous publications, leading to knowledge dissemination among researchers. This research aims… read more here.
Keywords: educational data; data mining; path analysis; research ... See more keywords
Regarding weight assignment algorithms of main path analysis and the conversion of arc weights to node weights
Sign Up to like & getrecommendations! Published in 2020 at "Scientometrics"
DOI: 10.1007/s11192-020-03468-8
Abstract: In a recent article, Liu et al. (Scientometrics 119(1):379–391, 2019) elaborated a number of issues of the main path analysis (MPA) and provided valuable insight into its application. Among these issues, the authors compared three… read more here.
Keywords: path analysis; arc weights; weight assignment; conversion arc ... See more keywords
A note on choosing traversal counts in main path analysis
Sign Up to like & getrecommendations! Published in 2020 at "Scientometrics"
DOI: 10.1007/s11192-020-03469-7
Abstract: A correspondence sent from Kuan to the editor of Scientometrics, hereinafter referred to as the Kuan Letter, discusses two issues raised in Liu et al. (2019) in regards to main path analysis (MPA). The first… read more here.
Keywords: traversal; path analysis; main path; traversal counts ... See more keywords
Knowledge diffusion paths of blockchain domain: the main path analysis
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DOI: 10.1007/s11192-020-03650-y
Abstract: Blockchain technology, as a disruptive technology, has received widespread attention in the past few years from all over the world, leading to rapid growth in research outputs. This paper adopts a quantitative method, the main… read more here.
Keywords: path analysis; paper; knowledge diffusion; path ... See more keywords
Further steps in integrating the platforms of WoS and Scopus: Historiography with HistCite™ and main-path analysis
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DOI: 10.3145/epi.2017.jul.10
Abstract: The program HistCite™ enables an analyst to identify significant works on a given topic using the citation links between them diachronically. However, using Scopus data for drawing historiograms with HistCite™ has hitherto been a problem.… read more here.
Keywords: path analysis; histcite; scopus; historiography ... See more keywords
Developmental Trajectories of Electric Vehicle Research in a Circular Economy: Main Path Analysis
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DOI: 10.3390/su16188162
Abstract: This study explored the development history and future trends of academic research on electric vehicles (EVs) in a circular economy. We collected 4127 articles on circular economy and EVs from the Web of Science database,… read more here.
Keywords: energy; analysis; circular economy; research ... See more keywords