Multistep decision-making in case-based planning
文献类型：会议论文
| 作者 | Zhou XF(周习锋); Shi ZL(史泽林) ; Li YF(李一凡); Zhao HC(赵怀慈); Lei, Zhou
|
| 出版日期 | 2006 |
| 会议名称 | 5th IEEE International Conference on Cognitive Informatics (ICCI 2006) |
| 会议日期 | July 17-19, 2006 |
| 会议地点 | Beijing, China |
| 关键词 | case-based reasoning planning with templates decision tree algorithm |
| 页码 | 629-633 |
| 中文摘要 | During the course of decision-making in case-based planning, users' experience and knowledge is very significant. This paper discusses how to incorporate them into PLANAUTHOR, a case-based planning system developed by us, before making a decision. Using templates, the authors give a new method, integrating case-based reasoning with decision tree algorithm, to make a multistep decision in case-based planning. The templates in this system were first used to obtain a plan frame in terms of notified situations. The integration helped the users decide whether a step should be carried out at the strategic level and how the step is performed at the tactical level, in turn. The results show that the integration can improve efficiency and quality of planning with templates. Most of all, past cases can make the users more confident about the solutions proposed by the system. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议主办者 | IEEE Comp Soc, Chinese Acad Sci, IEEE ICCI Steering Comm, IJCiNi, IEEE Canada, IEEE CS Press |
| 会议录 | Proceedings of the Fifth IEEE International Conference on Cognitive Informatics, Vols 1 and 2
 |
| 会议录出版者 | IEEE COMPUTER SOC |
| 会议录出版地 | LOS ALAMITOS |
| 语种 | 英语 |
| ISBN号 | 978-1-4244-0475-9 |
| WOS记录号 | WOS:000246981800096 |
| 源URL | [http://ir.sia.cn/handle/173321/7999]  |
| 专题 | 沈阳自动化研究所_光电信息技术研究室 |
| 推荐引用方式 GB/T 7714 | Zhou XF,Shi ZL,Li YF,et al. Multistep decision-making in case-based planning[C]. 见:5th IEEE International Conference on Cognitive Informatics (ICCI 2006). Beijing, China. July 17-19, 2006. |
入库方式： OAI收割
来源：沈阳自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。