Neurocognitive Approach to Clustering of PubMed Query Results

Abstract. Internet literature queries return a long lists of citations, ordered according to their relevance or date. Query results may also be represented using Visual Language that takes as input a small set of semantically related concepts present in the citations. First experiments with such visualization have been done using PubMed neuronal plasticity citations with manually created semantic graphs. Here neurocognitive inspirations are used to create similar semantic graphs in an automated fashion. This way a long list of citations is changed to small semantic graphs that allow semi-automated query refinement and literature based discovery.

• Type: Conference
• Year: 2008
• Where: ICONIP
• Authors: Pawel Matykiewicz, Wlodzislaw Duch, Paul M. Zender, Keith A. Crutcher, John Pestian
• Keywords: ICONIP 2008, Information Technology, Neuronal Plasticity Citations, Semantic Graphs, Similar Semantic Graphs