Proceedings of the Fuzzy System Symposium
30th Fuzzy System Symposium
Session ID : WB1-4
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Development of Clustering GUI for Exploratory Search
*Yusho InoueHidekazu Tokunaga
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Abstract
The important thing in Exploratory Search is that a retrieving person clarifies the goal of search. For that purpose, it is required to find the keyword which related to Search-word and pulls a retrieving person's interest. However, since the information acquired by search is huge, it is difficult to find the keyword which fulfills conditions from the information. Then, I thought that such a problem was solvable by developing the tool which extracts only required information from search results and displays the clustered result. In order to make a clustering result intelligible visually, a self-organization map is used, and information is arranged and displayed on a two-dimensional map. Moreover, in order to be able to reflect a user's idea in a clustering result, it enables it to change freely the parameter of the feature vector used by SOM. Finally, evaluating the usefulness of this tool by experiment.
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© 2014 Japan Society for Fuzzy Theory and Intelligent Informatics
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