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案例推理的制图综合应用背景与方法
引用本文:何海威,钱海忠,刘闯,谢丽敏. 案例推理的制图综合应用背景与方法[J]. 测绘科学技术学报, 2017, 34(4). DOI: 10.3969/j.issn.1673-6338.2017.04.018
作者姓名:何海威  钱海忠  刘闯  谢丽敏
作者单位:信息工程大学,河南 郑州,450001
摘    要:从挖掘和利用经验数据的角度出发,提出了基于案例推理的智能化制图综合方法。首先探讨了基于算法和模型的自动综合实现方式所面临的瓶颈,并提出了采用制图综合案例推理辅助制图综合的思想;然后设计了制图综合专家案例的三元表示方法,以及获取、使用和管理流程;最后对实现该基于案例推理的智能化制图综合方法的五个关键性步骤进行了分析,并深入阐述该方法的原理和可行性,提出了基于案例推理的智能综合辅助系统架构。

关 键 词:自动制图综合  制图综合知识  专家案例  案例推理  机器学习

Application Background and Method of Case Based Reasoning in Cartographic Generalization
HE Haiwei,QIAN Haizhong,LIU Chuang,XIE Limin. Application Background and Method of Case Based Reasoning in Cartographic Generalization[J]. Journal of Zhengzhou Institute of Surveying and Mapping, 2017, 34(4). DOI: 10.3969/j.issn.1673-6338.2017.04.018
Authors:HE Haiwei  QIAN Haizhong  LIU Chuang  XIE Limin
Abstract:An intelligent cartographic generalization method based on case study is proposed from the perspective of mining and using empirical data. Firstly, the bottleneck of automatic generalization method based on algorithm and model is discussed, and then the idea of case-study assistant cartographic general is proposed. Secondly, in deal-ing with expert cases, a three-dimensional representation method is designed, so as the process of obtaining, using and managing. Finally, with the expound of the principle and feasibility of the method, the five key steps of the in-telligent cartographic generalization method based on case study are analyzed, and an intelligent integrated assis-tant system architecture based on case study is proposed.
Keywords:cartographic generalization  generalization knowledge  expert case  case based reasoning  machine learning
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