論文誌

Total Environment for Text Data Mining: テキストデータマイニングのための統合環境

Abstract

In this challenge, we develop and distribute an integrated environment to flexibly combine multiple text mining techniques. Text mining techniques include numerous tasks such as salient sentence extraction, keyword extraction, topic extraction, textual coherence evaluation, multi-document summarization, and text clustering. Although tools that individually perform one or more of the above-mentioned tasks exist, it is difficult to integrate and activate multiple tools for a particular task. We attempt to provide the flexibility to integrate numerous tools that exist in the community in our proposed text mining environment. Users can use a customized version of the proposed text mining environment for their specific tasks, thereby concentrating solely on their creative work.

Information

Book title

人工知能学会論文誌

Volume

26

Pages

483-493

Date of issue

2011/06/08

DOI

10.1527/tjsai.26.483

Citation

砂山 渡, 高間 康史, Danushka Bollegala, 西原 陽子, 徳永 秀和, 串間 宗夫, 松下 光範. Total Environment for Text Data Mining: テキストデータマイニングのための統合環境, 人工知能学会論文誌, Vol.26, No.4, pp.483-493, 2011.