Designing views in hypothesiscreator: System for assisting in discovery

Osamu Maruyama, Tomoyuki Uchida, Kim Lan Sim, Satoru Miyano

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

8 被引用数 (Scopus)

抄録

We discuss the significance of designing views on data in a computational system assisting scientists in the process of discovery. A view on data is considered as a particular way to interpret the data. In the scientific literature, devising a new view capturing the essence of data is a key to discovery. A system HypothesisCreator, which we have been developing to assist scientists in the process of discovery, supports users’ designing views on data and have the function of searching for good views on the data. In this paper we report a series of computational experiments on scientific data with HypothesisCreator and analyses of the produced hypotheses, some of which select several views good for explaining given data, searched and selected from over ten millions of designed views. Through these experiments we have convinced that view is one of the important factors in discovery process, and that discovery systems should have an ability of designing and selecting views on data in a systematic way so that experts on the data can employ their knowledge and thoughts efficiently for their purposes.

本文言語英語
ホスト出版物のタイトルDiscovery Science - 2nd International Conference, DS 1999, Proceedings
編集者Setsuo Arikawa, Koichi Furukawa
出版社Springer Verlag
ページ115-127
ページ数13
ISBN(印刷版)354066713X, 9783540667131
DOI
出版ステータス出版済み - 1 1 1999
外部発表はい
イベント2nd International Conference on Discovery Science, DS 1999 - Tokyo, 日本
継続期間: 12 6 199912 8 1999

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
1721
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

その他

その他2nd International Conference on Discovery Science, DS 1999
国/地域日本
CityTokyo
Period12/6/9912/8/99

All Science Journal Classification (ASJC) codes

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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