Title: A survey on sentiment analysis of scientific citations Author:Yousif, Abdallah; Niu, Zhendong; Tarus, John; Ahmad, Arshad Subject:Scientific citation ; Sentiment analysis ; Citation information ; Opinion mining Description:
Sentiment analysis of scientific citations has received much attention in recent years because of the increased availability of scientific publications. Scholarly databases are valuable sources for publications and citation information where researchers can publish their ideas and results. Sentiment analysis of scientific citations aims to analyze the authors’ sentiments within scientific citations. During the last decade, some review papers have been published in the field of sentiment analysis. Despite the growth in the size of scholarly databases and researchers’ interests, no one as far as we know has carried out an in-depth survey in a specific area of sentiment analysis in scientific citations. This paper presents a comprehensive survey of sentiment analysis of scientific citations. In this review, the process of scientific citation sentiment analysis is introduced and recently proposed methods with the main challenges are presented, analyzed and discussed. Further, we present related...
Is part of:
Artificial Intelligence Review, 2019, Vol.52(3), pp.1805-1838
0269-2821 (ISSN); 1573-7462 (E-ISSN); 10.1007/s10462-017-9597-8 (DOI)