Concepedia

Temporal Sentiment Analysis

Temporal Sentiment Analysis is a subfield of sentiment analysis that focuses on detecting and modeling the evolution of sentiments over time within textual data, distinguishing itself by incorporating temporal dynamics to capture how opinions and emotions change across specific time intervals.

187

Publications

11K

Citations

654

Authors

318

Institutions

Publications per year

2017–2026

128

Parents

Publications

187

From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series

Brendan O’Connor, Ramnath Balasubramanyan, Bryan Routledge et al. · Proceedings of the International AAAI Conference on Web and Social Media · 2010 · 2K citations · Full text

, , +17

A System for Real-time Twitter Sentiment Analysis of 2012 U.S. Presidential Election Cycle

Hao Wang, Doğan Can, Abe Kazemzadeh et al. · 2012 · 551 citations

, , +17

Characterizing debate performance via aggregated twitter sentiment

Nicholas Diakopoulos, David A. Shamma · 2010 · 473 citations

, , +17

Technical analysis and sentiment embeddings for market trend prediction

Andrea Picasso, Simone Merello, Yukun Ma et al. · Expert Systems with Applications · 2019 · 292 citations

, , +16

Topics, Trends, and Sentiments of Tweets About the COVID-19 Pandemic: Temporal Infoveillance Study

C. Ranganathan, Vikalp Mehta, Tejali Valkunde et al. · Journal of Medical Internet Research · 2020 · 241 citations · Full text

, , +16

1–5 of 187

Authors

654

  1. MT
    Mikalai Tsytsarau

    University of Trento, Italy

    3 publications · 117 citations

    3

    h-index

  2. TP
    Themis Palpanas

    Université Paris Cité, France

    3 publications · 117 citations

    3

    h-index

  3. UD
    Umeshwar Dayal

    Hewlett-Packard (United States), United States

    2 publications · 118 citations

    2

    h-index

  4. ND
    Nicholas Diakopoulos

    Northwestern University, United States

    2 publications · 506 citations

    2

    h-index

  5. AA
    AmirAli Abdolrashidi

    University of California, Riverside, United States

    2 publications · 111 citations

    2

    h-index

1–5 of 654

Institutions

318

  1. Harvard University

    Cambridge, United States

    7 h-index

    27 publications

    1.1K citations

  2. Hewlett-Packard (United States)

    Palo Alto, United States

    3 h-index

    11 publications

    718 citations

  3. Curtin University

    Perth, Australia

    3 h-index

    3 publications

    131 citations

  4. L3S Research Center

    Hanover, Germany

    3 h-index

    8 publications

    214 citations

  5. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    4 publications

    635 citations

  6. Tsinghua University

    Beijing, China

    3 h-index

    9 publications

    406 citations

  7. University of Trento

    Trento, Italy

    3 h-index

    4 publications

    153 citations

  8. The University of Sydney

    Sydney, Australia

    3 h-index

    3 publications

    96 citations

1–8 of 318

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 268 citations

    8

    h-index

  2. IEEE Access

    8 publications · 326 citations

    8

    h-index

  3. PLoS ONE

    8 publications · 424 citations

    8

    h-index

  4. 6

    h-index

  5. Journal of Medical Internet Research

    5 publications · 392 citations

    5

    h-index

1–5