Quick Evaluation of Research Impacts at Conferences Using SNS

Satoshi Fukuda, Hikaru Nakahashi, Hidetsugu Nanba, Toshiyuki Takezawa

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

抄録

We are investigating ways of evaluating research impact as soon as possible after publication. Traditionally, the research impact or importance of academic journals has been evaluated using citation relations, such as the impact factor and the citation half-life. However, these citation-based methods require long periods to evaluate research impact and therefore are not suitable for evaluating the current impact of research papers at conferences. To solve this problem, we are studying the automatic evaluation of research impact using Twitter. Researchers participating in academic conferences often post their opinions or comments on Twitter. Here, research papers (presentations) that have many comments are considered to be outstanding and to have strong impact during the conference. In this paper, we propose a method for automatically aligning tweets with research papers. The procedure consists of the following three steps: (1) detecting valuable tweets, (2) aligning each valuable tweet with a research paper, and (3) calculating the research impact of each research paper by the number of aligned tweets. We conducted some experiments to confirm the effectiveness of our method. From the results, we obtained an MRR score of 0.223, which outperformed a baseline method.

本文言語英語
ホスト出版物のタイトルProceedings - 26th International Workshop on Database and Expert Systems Applications, DEXA 2015
編集者Marcus Spies, Roland R. Wagner, A Min Tjoa
出版社Institute of Electrical and Electronics Engineers Inc.
ページ259-263
ページ数5
ISBN(電子版)9781467375825
DOI
出版ステータス出版済み - 2 11 2016
イベント26th International Workshop on Database and Expert Systems Applications, DEXA 2015 - Valencia, スペイン
継続期間: 9 1 20159 4 2015

出版物シリーズ

名前Proceedings - International Workshop on Database and Expert Systems Applications, DEXA
2016-February
ISSN(印刷版)1529-4188

その他

その他26th International Workshop on Database and Expert Systems Applications, DEXA 2015
国/地域スペイン
CityValencia
Period9/1/159/4/15

All Science Journal Classification (ASJC) codes

  • 工学(全般)

フィンガープリント

「Quick Evaluation of Research Impacts at Conferences Using SNS」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル