DBLP

Analysis of direct citation, co-citation and bibliographic coupling in scientific topic identification

In our study, we examine the impact of citation network structures on the ability to discern valuable research topics in Computer Science literature. We use the bibliographic information available in the DBLP database to extract candidate phrases …

Identifying Promising Research Topics in Computer Science

In this paper, we investigate an interpretable definition of promising research topics, complemented with a predictive model. Two methods of topic identification were employed: bag of words and the LDA model, with reflection on their applicability …