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基于知识的DIYers问答

Knowledge-based Question Answering for DIYers
课程网址: http://videolectures.net/iswc2018_soon_kim_knowledge_based/  
主讲教师: Doo Soon Kim
开课单位: 博世北美研究与技术中心
开课时间: 2018-11-22
课程语种: 英语
中文简介:
DIY(自己动手)需要广泛的知识,如工具的使用、材料的特性和活动程序。大多数DIYer使用在线搜索来查找信息,但对于新手DIYer来说,了解检索到的结果并随后将其应用于自己的DIY任务通常是耗时且具有挑战性的。在这项工作中,我们提出了一个可以解决DIY的特定需求的问答系统。核心组件是一个知识库(KB),它包含编码在知识图中的大量领域知识。该系统能够解释如何通过推理过程得出答案。我们的用户研究表明,QA系统比网络搜索更有效地满足DIYers的需求。
课程简介: DIY (Do-It-Yourself) requires extensive knowledge such as the usage of tools, properties of materials, and the procedure of activities. Most DIYers use online search to find information but it is usually time-consuming and challenging for novice DIYers to understand the retrieved results and later apply them to their individual DIY tasks. In the work, we present a Question Answering (QA) system which can address the DIYers' specific needs. The core component is a knowledge base (KB) which contains a vast amount of domain knowledge encoded in a knowledge graph. The system is able to explain how the answers are derived with reasoning process. Our user study shows that the QA system addresses DIYers' needs more effectively than the web search.
关 键 词: DIYer使用在线搜索; 解决DIY的特定需求; DIY的特定需求的问答系统
课程来源: 视频讲座网
数据采集: 2022-12-20:cyh
最后编审: 2022-12-23:cyh
阅读次数: 10