政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/111939

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政大機構典藏 > 商學院 > 資訊管理學系 > 會議論文 > Item 140.119/111939

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题名:	Multidimensional multigranularity data mining for health-care service management
作者:	姜國輝 Chiang, J.K.;Chu, Chu C.-C.
贡献者:	資訊管理學系
关键词:	Algorithms;Data warehouses;Health care;Information management;Management science;Public relations;Association patterns;Customer relationship management;Different granularities;Health services;Healthcare services;Mining algorithms;Multi-granularity;Data mining
日期:	2015-08
上传时间:	2017-08-14 15:35:47 (UTC+8)
摘要:	Data Mining is getting increasingly important for discovering association patterns for health service innovation and Customer Relationship Management (CRM). Yet, there are deficits of existing data mining techniques. First of all, most of them perform a plain mining based on a predefined schemata through the data warehouse; however, a re-scan must be done whenever new attributes appear. Second, an association rule may be true on a certain granularity but fail on a smaller one and vice versa. Last but not least, they are usually designed to find either frequent or infrequent rules. In this article, we are going to invent more efficient and accurate approach with novel data structure and multidimensional mining algorithm to explore association patterns on different granularities and to find out portfolios of health-care service management. © 2015 Taylor & Francis Group, London.
關聯:	Medicine Sciences and Bioengineering - Proceedings of the 2014 International Conference on Medicine Sciences and Bioengineering, ICMSB 2014, (), 469-474 Proceedings of the 2014 International Conference on Medicine Sciences and Bioengineering, ICMSB 2014; Kunming; China; 16 August 2014 到 17 August 2014; 代碼 118459
数据类型:	conference
显示于类别:	[資訊管理學系] 會議論文

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