空间分析等方法 [1][2][3][6][7] 。
A place graph is an abstract representation of human place knowledge, which models spatial references. A place graph can be used for various tasks that rely on reasoning and querying of the stored knowledge. In related work, place graphs were constructed from parsing natural language place descriptions using language processing techniques. In this research, we present an innovative approach to derive place graphs from information stored in spatial databases, with a demonstration using OpenStreetMap data. The approach provides a complementary way to generating place graphs from natural language descriptions.
首先基于用户偏好一致性假设,根据信息函数对所有提及进行排序,得到歧义最小的提及,利用消歧算法消歧,并将返回的确认实体纳入消歧函数.通过这种迭代策略让正确的结果正向传递给下一层更模糊的消歧任务.在人工标注测试集上的实验结果表明,本文方法具有良好的性能.