Active Mining Process for Developement of Intelligent Decision Support System
| Project/Area Number |
24300058
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Partial Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Intelligent informatics
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| Research Institution | Shimane University |
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Principal Investigator |
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| Co-Investigator(Kenkyū-buntansha) |
HIRANO Shoji 島根大学, 医学部, 准教授 (60333506)
HANADA Eisuke 佐賀大学, 工学系研究科, 教授 (90244095)
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| Project Period (FY) |
2012-04-01 – 2015-03-31
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| Project Status |
Completed (Fiscal Year 2014)
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| Budget Amount *help |
¥15,210,000 (Direct Cost: ¥11,700,000、Indirect Cost: ¥3,510,000)
Fiscal Year 2014: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2013: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2012: ¥6,110,000 (Direct Cost: ¥4,700,000、Indirect Cost: ¥1,410,000)
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| Keywords | 時系列マイニング / クラスタリング / 類似度解析 / 診療支援システム / 病院情報システム / データマイニング / サービスコンピューティング / 多重スケールマッチング / 診療支援 / 時系列モデリング / プロセスマイニング |
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| Outline of Final Research Achievements |
This paper proposes the following data-mining centered software development process. First, data extracted from hospital information system is used for capturing the peculiarities of the divisions in the university hospital. Then, the mining results were interpreted by medical staff and the solutions were discussed. Based on the discussions, new interfaces were developed, whose performance was evaluated by using the service logs. The process was empirically evaluated in Shimane University Hospital, which shows that the process will give a new framework for quantitative evaluation of software development in hospital information system, which can be viewed as an application of active mining process
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Report
(4 results)
Research Products
(37 results)
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[Book] Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam2013
Author(s)
Andrzej Skowron, Mihir K. Chakraborty, Jerzy W. Grzymala-Busse, Victor W. Marek, Sankar K. Pal, James F. Peters, Grzegorz Rozenberg, Dominik Slezak, Roman Slowinski, Shusaku Tsumoto, Alicja Wakulicz-Deja, Guoyin Wang, Wojciech Ziarko
Total Pages
643
Publisher
Springer
Related Report
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