The diachronic change in linguistic positivity in the academic book reviewing of language studies: a text-mining analysis

被引:0
作者
Liu, Xueying [1 ]
Zhu, Haoran [1 ]
机构
[1] Huazhong Univ Sci & Technol, 1037 Luoyu Rd, Wuhan, Peoples R China
关键词
Linguistic positivity; Book reviews; Text mining; Sentiment analysis; MACHINE-LEARNING APPROACH; SENTIMENT ANALYSIS; ENGLISH; COMPLIMENTS; POLITENESS; WORDS;
D O I
10.1007/s11192-024-05208-8
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Previous studies found an increasing trend of linguistic positivity in academic texts. That is, there is a tendency towards using more positive language than negative language in academic writing. However, most of these studies included research articles as the corpus data. Little is known about whether such a trend exists in book reviews, an important academic genre that features evaluative language. Thus, this paper presents a pilot study on the features and temporal dynamics of the positive/negative language of book reviews in the discipline of linguistics. Based on a corpus of 1550 book reviews published between 1990 and 2020, it was found that book reviews have experienced a significant upward trend in terms of both positive words and sentiment scores. Possible reasons and implications of the findings are discussed.
引用
收藏
页码:133 / 157
页数:25
相关论文
共 86 条
[51]   THE PRAGMATICS OF POLITENESS IN SCIENTIFIC ARTICLES [J].
MYERS, G .
APPLIED LINGUISTICS, 1989, 10 (01) :1-35
[52]   The scholarliness of published peer reviews: a bibliometric study of book reviews in selected social science fields [J].
Nicolaisen, J .
RESEARCH EVALUATION, 2002, 11 (03) :129-140
[53]   Views on Book Reviews [J].
Oinas, Paivi ;
Leppaelae, Samuli .
REGIONAL STUDIES, 2013, 47 (10) :1785-1789
[54]   Using Supervised Machine Learning in Automated Content Analysis: An Example Using Relational Uncertainty [J].
Pilny, Andrew ;
McAninch, Kelly ;
Slone, Amanda ;
Moore, Kelsey .
COMMUNICATION METHODS AND MEASURES, 2019, 13 (04) :287-304
[55]  
RILEY LE, 1970, AM SOCIOL, V5, P358
[56]  
Rinker T., 2018, TRINKERSENTIMENTR DI
[57]  
Rodrigues R. C., 2021, ARXIV
[58]   Identification impossible?: A corpus approach to realisations of evaluative meaning in academic writing [J].
Roemer, Ute .
FUNCTIONS OF LANGUAGE, 2008, 15 (01) :115-130
[59]  
Romer U, 2005, STRATEGIES ACAD DISC, P97, DOI [10.1075/scl.19.08rom, DOI 10.1075/SCL.19.08ROM]
[60]   Biases in use of positive and negative words across twenty natural languages [J].
Rozin, Paul ;
Berman, Loren ;
Royzman, Edward .
COGNITION & EMOTION, 2010, 24 (03) :536-548