节点文献
基于领域概念网络的自动批改技术
Automatic Assessment Technology Based on Domain-specific Concept Network
【摘要】 随着网络教学的飞速发展和推广应用,作为网络教学核心技术的自动批改技术是近年来讨论的热点问题。针对主观题自动批改技术的难点,提出一种基于带权概念网络进行分层语义相似度计算的主观题自动批改方案,并且通过实际应用验证了该解决方案的可行性,从而在一定程度上解决了自动批改问题。
【Abstract】 With the rapid development of online teaching and learning system,Computer Aided Assessment (CAA),as a core problem ,has been paid more attention to in recent years.Considering the difficulty in automatic assessment of subjective test question,a solution based on weighted concept network and hierarchical semantic similarity measurement are proposed.Furthermore,the feasibility of the solution is validated by some experiments,which shows that the solution can solve the problem in a certain degree.
【关键词】 网络教学;
自动批改;
概念网络;
语义相似度计算;
【Key words】 On-line Teaching and Learning; Automatic Assessment; Concept Network; Semantic Similarity Measurement;
【Key words】 On-line Teaching and Learning; Automatic Assessment; Concept Network; Semantic Similarity Measurement;
【基金】 国家"十五"科技攻关项目(2001BA101A06 01)
- 【文献出处】 计算机应用研究 ,Application Research of Computers , 编辑部邮箱 ,2004年11期
- 【分类号】TP311
- 【被引频次】34
- 【下载频次】187