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语义网实验研究现状

On the Status of Experimental Research on the Semantic Web
课程网址: http://videolectures.net/iswc2013_schuhmacher_semantic_web/  
主讲教师: Michael Schuhmacher
开课单位: 曼海姆大学商业信息学与数学学院
开课时间: 2013-11-28
课程语种: 英语
中文简介:
实验是验证语义网和计算机科学研究成果的重要途径。在本文中,我们调查了语义网实验工作的发展和现状。基于过去十年来从国际语义网会议(ISWC)收集的500篇论文,我们分析了实验研究的重要性和质量,并将其与一般计算机科学进行了比较。我们观察到,随着时间的推移,实验的数量和质量都在稳步增加。与假设不同的是,我们无法证实论文的引用与报告的实验工作量之间存在统计学上显著的相关性。然而,我们的分析表明,将自己与其他系统进行比较的论文比其他论文更常被引用。
课程简介: Experimentation is an important way to validate results of Semantic Web and Computer Science research in general. In this paper, we investigate the development and the current status of experimental work on the Semantic Web. Based on a corpus of 500 papers collected from the International Semantic Web Conferences (ISWC) over the past decade, we analyse the importance and the quality of experimental research conducted and compare it to general Computer Science. We observe that the amount and quality of experiments are steadily increasing over time. Unlike hypothesised, we cannot confirm a statistically significant correlation between a paper’s citations and the amount of experimental work reported. Our analysis, however, shows that papers comparing themselves to other systems are more often cited than other papers.
关 键 词: 实验研究; 语义网络; 论文分析
课程来源: 视频讲座网
数据采集: 2023-07-24:chenxin01
最后编审: 2023-07-24:chenxin01
阅读次数: 15