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问题报告中复杂文本结构的语义标注

Semantic Annotation of Complex Text Structures in Problem Reports
课程网址: http://videolectures.net/cidu2011_malin_annotation/  
主讲教师: Jane Malin
开课单位: 美国宇航局
开课时间: 2012-06-27
课程语种: 英语
中文简介:
文本分析对于从关键信息嵌入文本字段的数据库中有效地检索信息非常重要。航空航天安全依赖于有效检索相关和相关的问题报告,以便进行趋势分析。问题描述中的复杂文本语法限制了问题报告的统计文本挖掘。本演示文稿描述了一种智能标记方法,它应用语法和语义分析来克服这个问题。标签标识了文本描述中嵌入的问题类型和设备。这些标签的强大功能在一个分面搜索和浏览界面中进行说明,用于问题报告趋势,它将自动生成的标签与数据库代码字段和时间信息相结合。
课程简介: Text analysis is important for effective information retrieval from databases where the critical information is embedded in text fields. Aerospace safety depends on effective retrieval of relevant and related problem reports for the purpose of trend analysis. The complex text syntax in problem descriptions has limited statistical text mining of problem reports. This presentation describes an intelligent tagging approach that applies syntactic and then semantic analysis to overcome this problem. The tags identify types of problems and equipment that are embedded in the text descriptions. The power of these tags is illustrated in a faceted searching and browsing interface for problem report trending that combines automatically generated tags with database code fields and temporal information.
关 键 词: 计算机科学; 语义计算; 趋势分析; 智能标记方法; 数据库代码字段; 时间信息
课程来源: 视频讲座网
最后编审: 2020-10-22:chenxin
阅读次数: 34