Comparative Sentiment Analysis

Comparative Sentiment Analysis is a methodological framework within sentiment analysis that systematically identifies, evaluates, and contrasts subjective opinions, sentiments, or attitudes expressed across multiple entities, domains, or sources to reveal relative patterns and differences in affective orientation.

Publications

7.5K

Citations

273

Authors

139

Institutions

Publications per year

2017–2026

Parents

Sentiment Analysis

Publications

SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods

Filipe Nunes Ribeiro, Matheus Araújo, Pollyanna Gonçalves et al. · EPJ Data Science · 2016 · 478 citations · Full text

Computing, Computer Science, Computational Linguistics +15

Identifying comparative sentences in text documents

Nitin Jindal, Bing Liu · 2006 · 445 citations

Computing, Computer Science, Business Intelligence +15

The Validity of Sentiment Analysis: Comparing Manual Annotation, Crowd-Coding, Dictionary Approaches, and Machine Learning Algorithms

Wouter van Atteveldt, Mariken Anna Catharina Geertruida van der Velden, Mark Boukes · Communication Methods and Measures · 2021 · 389 citations · Full text

Computing, Computer Science, Political Communication +15

Comparing and combining sentiment analysis methods

2013 · 375 citations · Full text

Computing, Communication, Computational Linguistics +13

Sentiment Analysis: A Comparative Study on Different Approaches

M.D. Devika, C. Sunitha, Amal Ganesh · Procedia Computer Science · 2016 · 351 citations · Full text

Computing, Computer Science, Information Retrieval +8

1–5 of 99

Authors

273

FB
Fabrício Benevenuto
Universidade Federal de Minas Gerais, Brazil
6 publications · 625 citations
6
h-index
MA
Matheus Araújo
Universidade Federal de Minas Gerais, Brazil
5 publications · 604 citations
5
h-index
PG
Pollyanna Gonçalves
Universidade Federal de Minas Gerais, Brazil
3 publications · 508 citations
3
h-index
FN
Filipe Nunes Ribeiro
Universidade Federal de Ouro Preto, Brazil
3 publications · 518 citations
3
h-index
KD
Kia Dashtipour
Edinburgh Napier University, United Kingdom
2 publications · 317 citations
2
h-index

1–5 of 273

Institutions

139

1–8 of 139

Venues

Proceedings of the International AAAI Conference on Web and Social Media
3 publications · 289 citations
3
h-index
arXiv (Cornell University)
Repository · 3 publications · 83 citations
3
h-index
Procedia Computer Science
3 publications · 425 citations
3
h-index
Industrial Management & Data Systems
2 publications · 72 citations
2
h-index
Social Network Analysis and Mining
2 publications · 205 citations
2
h-index

1–5