Concepedia

Opinionated Summarization

Opinionated Summarization is a type of text summarization that selectively condenses source content according to a specified viewpoint, stance, or subjective criterion, thereby distinguishing it from neutral or objective summarization approaches by emphasizing perspective-driven content selection and representation.

136

Publications

16.6K

Citations

348

Authors

140

Institutions

Publications per year

2017–2026

50

Variants

Perspective-based SummarizationStance-based Summarization

Parents

Publications

136

Mining and summarizing customer reviews

Minqing Hu, Bing Liu · 2004 · 7.7K citations

, , +17

Sentiment analysis

Tetsuya Nasukawa, Jeonghee Yi · 2003 · 1.2K citations

, , +17

Latent aspect rating analysis on review text data

Hongning Wang, Yue Lu, ChengXiang Zhai · 2010 · 659 citations

, , +16

Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions

Kavita Ganesan, ChengXiang Zhai, Jiawei Han · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · 2010 · 524 citations · Full text

, , +16

Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid

Xin Zhao, Jing Jiang, Hongfei Yan et al. · Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University) · 2010 · 414 citations · Full text

, , +12

1–5 of 136

Authors

348

  1. CZ
    ChengXiang Zhai

    University of Illinois Urbana-Champaign, United States

    8 publications · 1.9K citations

    8

    h-index

  2. ML
    Mirella Lapata

    University of Edinburgh, United Kingdom

    5 publications · 101 citations

    5

    h-index

  3. AB
    Alexandra Balahur

    University of Alicante, Spain

    5 publications · 111 citations

    5

    h-index

  4. AM
    Andrés Montoyo

    University of Alicante, Spain

    4 publications · 92 citations

    4

    h-index

  5. AB
    Arthur Bražinskas

    University of Edinburgh, United Kingdom

    4 publications · 64 citations

    4

    h-index

1–5 of 348

Institutions

140

  1. University of Edinburgh

    Edinburgh, United Kingdom

    10 h-index

    28 publications

    640 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    21 publications

    5.3K citations

  3. University of Alicante

    Alicante, Spain

    5 h-index

    22 publications

    572 citations

  4. Cornell University

    Ithaca, United States

    5 h-index

    8 publications

    414 citations

  5. Peking University

    Beijing, China

    4 h-index

    10 publications

    1.7K citations

  6. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    9 publications

    165 citations

  7. University of Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    4 publications

    88 citations

  8. University of Sheffield

    Sheffield, United Kingdom

    3 h-index

    7 publications

    252 citations

1–8 of 140

Venues

  1. Expert Systems with Applications

    5 publications · 427 citations

    5

    h-index

  2. Information Processing & Management

    3 publications · 342 citations

    3

    h-index

  3. Knowledge-Based Systems

    3 publications · 82 citations

    3

    h-index

  4. Theory and applications of categories

    TAC · 2 publications · 23 citations

    2

    h-index

  5. Journal of Intelligent & Fuzzy Systems

    2 publications · 72 citations

    2

    h-index

1–5