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When people search for information about a new topic within large documentcollections, they implicitly construct a mental model of the unfamiliarinformation space to represent what they currently know and guide theirexploration into the unknown. Building this mental model can be challenging asit requires not only finding relevant documents, but also synthesizingimportant concepts and the relationships that connect those concepts bothwithin and across documents. This paper describes a novel interactive approachdesigned to help users construct a mental model of an unfamiliar informationspace during exploratory search. We propose a new semantic search system toorganize and visualize important concepts and their relations for a set ofsearch results. A user study ($n=20$) was conducted to compare the proposedapproach against a baseline faceted search system on exploratory literaturesearch tasks. Experimental results show that the proposed approach is moreeffective in helping users recognize relationships between key concepts,leading to a more sophisticated understanding of the search topic whilemaintaining similar functionality and usability as a faceted search system.

GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search