2021年
Comprehending Research Article in Minutes: A User Study of Reading Computer Generated Summary for Young Researchers.
Human Interface and the Management of Information. Information Presentation and Visualization - Thematic Area
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- 巻
- 12765 LNCS
- 号
- 開始ページ
- 101
- 終了ページ
- 112
- 記述言語
- 掲載種別
- 研究論文(国際会議プロシーディングス)
- DOI
- 10.1007/978-3-030-78321-1_9
- 出版者・発行元
- Springer
The automatic summarization of scientific papers, to assist researchers in conducting literature surveys, has garnered significant attention because of the rapid increase in the number of scientific articles published each year. However, whether and how these summaries actually help readers in comprehending scientific papers has not been examined yet. In this work, we study the effectiveness of automatically generated summaries of scientific papers for students who do not have sufficient knowledge in research. We asked six students, enrolled in bachelor’s and master’s programs in Japan, to prepare a presentation on a scientific paper by providing them either the article alone, or the article and its summary generated by an automatic summarization system, after 15 min of reading time. The comprehension of an article was judged by four evaluators based on the participant’s presentation. The experimental results show that the completeness of the comprehension of the four participants was higher overall when the summary of the paper was provided. In addition, four participants, including the two whose completeness score reduced when the summary was provided, mentioned that the summary is helpful to comprehend a research article within a limited time span.
- リンク情報
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- DOI
- https://doi.org/10.1007/978-3-030-78321-1_9
- DBLP
- https://dblp.uni-trier.de/rec/conf/hci/Yamamoto0KM21
- URL
- https://dblp.uni-trier.de/rec/conf/hci/2021-4
- URL
- https://dblp.uni-trier.de/db/conf/hci/hci2021-4.html#Yamamoto0KM21
- Scopus
- https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85112161804&origin=inward
- Scopus Citedby
- https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85112161804&origin=inward
- ID情報
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- DOI : 10.1007/978-3-030-78321-1_9
- ISSN : 0302-9743
- eISSN : 1611-3349
- ISBN : 9783030783204
- ISBN : 9783030783211
- DBLP ID : conf/hci/Yamamoto0KM21
- SCOPUS ID : 85112161804