文章基本信息

标题：A Dynamic Approach to Group Research Proposal and Allocate the Research Reviewer by Using TF-IDF and Clustering
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作者：Geeta Dangar ; Dr.Vipul Vekariya
期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2016
卷号：5
期号：5
页码：7256
DOI：10.15680/IJIRSET.2016.0505088
出版社：S&S Publications
摘要：As we all know that great efforts have been taken to guarantee the efficiency of research projectselection. Before research proposals are assigned to appropriate experts for evaluation, research proposals needed to begrouped according to their similarities in research topics. For grouping of the research project selection various datamining technique is being used. In this grouping of the proposal clustering is used. In clustering various technique isthere from that here mainly three techniques is being used, first ASOM, second K-MEAN, and third is OPTICS. Theseall method is being used to cluster research proposals and support research project selection. These cluster algorithmsare applied to group the proposals and the merits of each algorithm in text clustering are being used.
关键词：Cluster; Data Mining; Expert Review; Text Mining.