文献类型：会议论文

英文题名：Developing a research ideas creation system through reusing knowledge bases for ontology construction

作者：Delin Jing[1]; Hongji Yang[1]; Meiyu Shi[2]; Wei Zhu[2]

第一作者：Delin Jing

机构：[1] Centre for Creative Comput., Bath Spa Univ., Corsham, United Kingdom; [2] Tourism Coll., Beijing Union Univ., Beijing, China

第一机构：Centre for Creative Comput., Bath Spa Univ., Corsham, United Kingdom

会议日期：1-5 July 2015

会议地点：Taichung, Taiwan

语种：英文

外文关键词：knowledge based systems - ontologies (artificial intelligence)

摘要：Ideas creation is an important activity in various scenarios while research is one of them. A considerable number of research studies have been made in the past years in improving tools and methods to support idea generation. However, creativity of ideas has only been studied in sporadic attempts, and most of them only share little similarity in conditions. Moreover, since knowledge is the basis of all kinds of idea generation, knowledge reuse is very valuable in order to enhance the generation process and the results' quality including creativity. Besides the idea generation methods and techniques have recently been developed in our earlier work, this study focuses on the reuse of the knowledge bases for ontology construction. It aims to enhance the effectiveness and innovation of generated research ideas. Specifically, this paper presents an ideas creation framework with knowledge reuse process as a creative computing. In particular, ontologies merging techniques with supporting algorithms are proposed and designed. Furthermore, a case study is presented with reused and new-formed ontologies, in which formal algorithms are used to calculate and incorporate the knowledge reuse. The main contribution of this paper is a set of rules to support knowledge reuse for the ontology construction in the ideas creation framework.