講演名 2012-11-08
Usage of Winnowing Algorithms and WordNet for Recognizing the Possibilities of Paraphrasing Sentences in Academic Papers
,
PDFダウンロードページ PDFダウンロードページへ
抄録(和)
抄録(英) A Learning Management System (LMS) like Moodle can facilitate lecturers in the learning processes. Lecturer could share learning materials while student could send assigment reports with the system to support the paperless concept of ecocampus. As issue of plagiarism is getting popular, Moodle still does not have the feature of checking similarities between files. This paper discussed about some procedures to recognize the possibilities of cross-language plagiarism caused by paraphrasing words of English and Indonesian. Our approach is combining Winnowing algorithm for detecting text similarities and WordNet lexical database for identifying similar word contexts. The experiment had been done with small data set containing abstracts of the undergraduate thesis in both languages.
キーワード(和)
キーワード(英) similarity of document fingerprints / winnowing / wordnet / cross-language plagiarism checking / text processing
資料番号 IBISML2012-81
発行日

研究会情報
研究会 IBISML
開催期間 2012/10/31(から1日開催)
開催地(和)
開催地(英)
テーマ(和)
テーマ(英)
委員長氏名(和)
委員長氏名(英)
副委員長氏名(和)
副委員長氏名(英)
幹事氏名(和)
幹事氏名(英)
幹事補佐氏名(和)
幹事補佐氏名(英)

講演論文情報詳細
申込み研究会 Information-Based Induction Sciences and Machine Learning (IBISML)
本文の言語 ENG
タイトル(和)
サブタイトル(和)
タイトル(英) Usage of Winnowing Algorithms and WordNet for Recognizing the Possibilities of Paraphrasing Sentences in Academic Papers
サブタイトル(和)
キーワード(1)(和/英) / similarity of document fingerprints
第 1 著者 氏名(和/英) / Diana Purwitasari
第 1 著者 所属(和/英)
Institut Teknologi Sepuluh Nopember, Surabaya-Indonesia (ITS Surabaya)
発表年月日 2012-11-08
資料番号 IBISML2012-81
巻番号(vol) vol.112
号番号(no) 279
ページ範囲 pp.-
ページ数 7
発行日