NLPM - AN APPROACH FOR NONMONOTONIC REASONING BASED ON LINGUISTIC PROBABILITY
文献类型：期刊论文
| 作者 | SHI, ZZ; LUO, XD |
| 刊名 | IFIP TRANSACTIONS A-COMPUTER SCIENCE AND TECHNOLOGY
 |
| 出版日期 | 1992 |
| 卷号 | 19页码:107-121 |
| 关键词 | NONMONOTONIC REASONING UNCERTAINTY LINGUISTIC PROBABILITY POSSIBILITY THEORY |
| ISSN号 | 0926-5473 |
| 英文摘要 | The purpose of this paper is to explore the possibility of introducing the concept of uncertainty in nonmonotonic reasoning. An original uncertain reasoning model named nonmonotonic linguistic probability model(NLPM) based on linguistic probability terms and possibility theory is suggested. In the model, the bask uncertainties are estimated in terms of natural language, i.e. linguistic probability terms, instead of numerical values in [-1, +1], which agrees with our intuitions; rules with respect to fuzzy propositions can be classified into three main types with five bask forms corresponding to six forms of uncertainty measures.Hence, this model has some capability for estimating uncertainties interms of natural language,handling commonsense knowledge and its uncertainties. This model is an alternative approach that allows to combine fuzziness, uncertainty and incompleteness simultaneously. Finally, the power of this model is illustrated by an example. The contribution of the paper is mainly discovering the existence of uncertaintiesin nonmonotonic reasoning with respect to fuzzy propositions and presenting a kind Of scheme for handling them. |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:A1992LG01500012 |
| 出版者 | ELSEVIER SCIENCE BV |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/9753]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | SHI, ZZ |
| 作者单位 | ACAD SINICA, INST COMP TECHNOL, NATL RES CTR INTELLIGENT COMP SYST, BEIJING 100080, PEOPLES R CHINA |
| 推荐引用方式 GB/T 7714 | SHI, ZZ,LUO, XD. NLPM - AN APPROACH FOR NONMONOTONIC REASONING BASED ON LINGUISTIC PROBABILITY[J]. IFIP TRANSACTIONS A-COMPUTER SCIENCE AND TECHNOLOGY,1992,19:107-121. |
| APA | SHI, ZZ,&LUO, XD.(1992).NLPM - AN APPROACH FOR NONMONOTONIC REASONING BASED ON LINGUISTIC PROBABILITY.IFIP TRANSACTIONS A-COMPUTER SCIENCE AND TECHNOLOGY,19,107-121. |
| MLA | SHI, ZZ,et al."NLPM - AN APPROACH FOR NONMONOTONIC REASONING BASED ON LINGUISTIC PROBABILITY".IFIP TRANSACTIONS A-COMPUTER SCIENCE AND TECHNOLOGY 19(1992):107-121. |
入库方式： OAI收割
来源：计算技术研究所
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