論文

基本情報

氏名 中藤 哲也
氏名(カナ) ナカトウ テツヤ
氏名(英語) NAKATOU TETSUYA
所属 中村学園大学 栄養科学部 栄養科学科
職名 准教授

題名

Plagiarism detection using document similarity based on distributed representation

単著・共著の別

 

著者

Kensuke Baba
Tetsuya Nakatoh
Toshiro Minami

担当区分

 

概要

Accurate methods are required for plagiarism detection from documents. Generally, plagiarism detection is implemented on the basis of similarity between documents. This paper evaluates the validity of using distributed representation of words for defining a document similarity. This paper proposes a plagiarism detection method based on the local maximal value of the length of the longest common subsequence (LCS) with the weight defined by a distributed representation. The proposed method and other two straightforward methods, which are based on the simple length of LCS and the local maximal value of LCS with no weight, are applied to the dataset of a plagiarism detection competition. The experimental results show that the proposed method is useful in the applications that need a strict detection of complex plagiarisms. (C) 2015 The Authors. Published by Elsevier B.V.

発表雑誌等の名称

8TH INTERNATIONAL CONFERENCE ON ADVANCES IN INFORMATION TECHNOLOGY

出版者

ELSEVIER SCIENCE BV

111

 

開始ページ

382

終了ページ

387

発行又は発表の年月

2017

査読の有無

有り

招待の有無

無し

記述言語

英語

掲載種別

研究論文(国際会議プロシーディングス)

国際・国内誌

 

国際共著

 

ISSN

 

eISSN

 

DOI

10.1016/j.procs.2017.06.038

Cinii Articles ID

 

Cinii Books ID

 

Pubmed ID

 

PubMed Central 記事ID

 

形式

無償ダウンロード

JGlobalID

 

arXiv ID

 

ORCIDのPut Code

 

DBLP ID