期刊名称:Lecture Notes in Engineering and Computer Science
印刷版ISSN:2078-0958
电子版ISSN:2078-0966
出版年度:2019
卷号:2239
页码:31-34
出版社:Newswood and International Association of Engineers
摘要:In recent years, companies that commit fraud or
misconduct are increasing. It is thought that these things
happen due to the lack of corporate rules and philosophy for
business management. In this paper, we propose a question
answering system of management philosophy using transcribed
lecture and writings of Dr. Kazuo Inamori, who is one of the
most respected business leaders in the world. In the proposed
system, we first analyze the question sentence and use the query
of nouns obtained by morphological analysis of the sentence and
the expanded query obtained using word2vec, and search the
documents using Okapi BM25. Then, we identify and extract
the sentences that should be answers to the question by using a
deep learning technique, and show the extracted sentences to
the user in a ranked form.