Graph-based data mining: A new tool for the analysis and comparison of scientific domains represented as scientograms
作者： Arnaud Quirin , Oscar Cordón , Benjamín Vargas-Quesada , Félix de Moya-Anegón , None
DOI: 10.1016/J.JOI.2010.01.004
关键词:
摘要: Abstract The creation of some kind representations depicting the current state Science (or scientograms) is an established and beaten track for many years now. However, if we are concerned with automatic comparison, analysis understanding a set scientograms, showing instance evolution scientific domain or face-to-face comparison several countries, task titanically complex as amount data to analyze becomes huge complex. In this paper, aim show that graph-based mining tools useful deal scientogram analysis. Subdue, first algorithm proposed in graph area, has been chosen purpose. This customized three different tasks regarding over time, extraction common research categories substructures world, domains between countries. outcomes obtained developed experiments have clearly demonstrated potential
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