Concepedia

Sentiment Summarization

Sentiment Summarization is a computational method that belongs to the class of sentiment analysis techniques, specifically distinguished by its function of condensing subjectively expressed opinions across multiple texts into a coherent, high-level summary that preserves the dominant sentiments and their nuances.

137

Publications

12.1K

Citations

429

Authors

172

Institutions

Publications per year

2017–2026

64

Parents

Publications

137

New Avenues in Opinion Mining and Sentiment Analysis

Erik Cambria, Björn W. Schuller, Yunqing Xia et al. · IEEE Intelligent Systems · 2013 · 1.3K citations

, , +16

Sentiment analysis

Tetsuya Nasukawa, Jeonghee Yi · 2003 · 1.2K citations

, , +17

A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts

Bo Pang, Lillian Lee · ArXiv.org · 2004 · 660 citations · Full text

, , +15

A Joint Model of Text and Aspect Ratings for Sentiment Summarization

Ivan Titov, Ryan McDonald · 2008 · 639 citations

, , +16

The Role of Text Pre-processing in Sentiment Analysis

E. Haddi, Xiaohui Liu, Yong Shi · Procedia Computer Science · 2013 · 612 citations · Full text

, , +15

1–5 of 137

Authors

429

  1. AB
    Alexandra Balahur

    University of Alicante, Spain

    3 publications · 112 citations

    3

    h-index

  2. EB
    Estér Boldrini

    University of Alicante, Spain

    3 publications · 129 citations

    3

    h-index

  3. PM
    Patricio Martínez-Barco

    University of Alicante, Spain

    3 publications · 129 citations

    3

    h-index

  4. RM
    Ryan McDonald

    Google (United States), United States

    3 publications · 1.2K citations

    3

    h-index

  5. IT
    Ivan Titov

    University of Amsterdam, Netherlands

    3 publications · 665 citations

    3

    h-index

1–5 of 429

Institutions

172

  1. Tsinghua University

    Beijing, China

    4 h-index

    11 publications

    1.8K citations

  2. Google (United States)

    Mountain View, United States

    4 h-index

    9 publications

    2.9K citations

  3. University of Alicante

    Alicante, Spain

    3 h-index

    15 publications

    570 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    5 publications

    471 citations

  5. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    5 publications

    702 citations

  6. Indian Institute of Technology Kharagpur

    Kharagpur, India

    2 h-index

    9 publications

    1.3K citations

  7. University of Illinois Chicago

    Chicago, United States

    2 h-index

    2 publications

    142 citations

  8. Technical University of Munich

    Munich, Germany

    2 h-index

    3 publications

    1.5K citations

1–8 of 172

Venues

  1. Procedia Computer Science

    4 publications · 802 citations

    4

    h-index

  2. IEEE Intelligent Systems

    3 publications · 1.3K citations

    3

    h-index

  3. Expert Systems with Applications

    3 publications · 169 citations

    3

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 178 citations

    3

    h-index

  5. ACM Transactions on the Web

    TWEB · 2 publications · 130 citations

    2

    h-index

1–5