Knowledge Commons of Institute of Automation,CAS
"Rule plus exception" strategies for knowledge management and discovery | |
Yao, YY; Wang, FY; Wang, J; Slezak, D; Yao, JT; Peters, JF; Ziarko, W; Hu, X | |
发表期刊 | ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PT 2, PROCEEDINGS |
2005 | |
卷号 | 3642页码:69-78 |
文章类型 | Article |
摘要 | A common practice of human learning and knowledge management is to use general rules, exception rules, and exceptions to rules. One of the crucial issues is to find a right mixture of them. For discovering this type of knowledge, we consider "rule + exception", or rule-plus-exception, strategies. Results from psychology, expert systems, genetic algorithms, and machine learning and data mining are summarized and compared, and their implications to knowledge management and discovery are examined. The study motivates and establishes a basis for the design and implementation of new algorithms for the discovery of "rule + exception" type knowledge. |
WOS标题词 | Science & Technology ; Technology |
关键词[WOS] | MODEL |
收录类别 | ISTP ; SCI |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Artificial Intelligence |
WOS记录号 | WOS:000232190100008 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9092 |
专题 | 09年以前成果 |
作者单位 | 1.Univ Regina, Dept Comp Sci, Regina, SK S4S 0A2, Canada 2.Univ Arizona, Dept Syst & Ind Engn, Tucson, AZ 85721 USA 3.Chinese Acad Sci, Inst Automat, Beijing 10080, Peoples R China |
推荐引用方式 GB/T 7714 | Yao, YY,Wang, FY,Wang, J,et al. "Rule plus exception" strategies for knowledge management and discovery[J]. ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PT 2, PROCEEDINGS,2005,3642:69-78. |
APA | Yao, YY.,Wang, FY.,Wang, J.,Slezak, D.,Yao, JT.,...&Hu, X.(2005)."Rule plus exception" strategies for knowledge management and discovery.ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PT 2, PROCEEDINGS,3642,69-78. |
MLA | Yao, YY,et al.""Rule plus exception" strategies for knowledge management and discovery".ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PT 2, PROCEEDINGS 3642(2005):69-78. |
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