Chengrong Yang1, Rongjing Bu2, Yan Kang2, Yachuan Zhang2, Hao Li2,*, Tao Li2, Junfeng Li2
Journal on Big Data, Vol.2, No.4, pp. 135-144, 2020, DOI:10.32604/jbd.2020.010000
Abstract With the rise of open-source software, the social development paradigm
occupies an indispensable position in the current software development process.
This paper puts forward a variant of the PageRank algorithm to build the
importance assessment model, which provides quantifiable importance assessment
metrics for new Java projects based on Java open-source projects or components.
The critical point of the model is to use crawlers to obtain relevant information
about Java open-source projects in the GitHub open-source community to build a
domain knowledge graph. According to the three dimensions of the Java opensource project’s project influence, project activity and project popularity, the… More >
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