Concepedia

Sentiment Regression

Sentiment Regression is a supervised learning task in natural language processing that, as a subcategory of sentiment analysis, specifically involves predicting a continuous sentiment intensity score rather than discrete sentiment categories.

76

Publications

3.7K

Citations

210

Authors

143

Institutions

Publications per year

2017–2026

55

Parents

Publications

76

Relationship between customer sentiment and online customer ratings for hotels - An empirical analysis

M. Geetha, Pratap Singha, Sumedha P. Sinha · Tourism Management · 2017 · 350 citations

, , +15

Multimodal sentiment analysis with word-level fusion and reinforcement learning

Minghai Chen, Sen Wang, Paul Pu Liang et al. · 2017 · 322 citations

, , +16

Multinomial Inverse Regression for Text Analysis

Matt Taddy · Journal of the American Statistical Association · 2012 · 243 citations

, , +16

Using Time-Series and Sentiment Analysis to Detect the Determinants of Bitcoin Prices

Ifigeneia Georgoula, Demitrios E. Pournarakis, Christos Bilanakos et al. · SSRN Electronic Journal · 2015 · 169 citations · Full text

, , +17

S&P futures returns and contrary sentiment indicators

David P. Simon, Roy A. Wiggins · Journal of Futures Markets · 2001 · 151 citations

, , +17

1–5 of 76

Authors

210

  1. SC
    Shaen Corbet

    Dublin City University, Ireland

    2 publications · 53 citations

    2

    h-index

  2. MG
    Mariya Gubareva

    University of Lisbon, Portugal

    2 publications · 86 citations

    2

    h-index

  3. CL
    Charles Larkin

    Trinity College Dublin, Ireland

    2 publications · 53 citations

    2

    h-index

  4. GM
    George M. Giaglis

    Athens University of Economics and Business, Greece

    2 publications · 207 citations

    2

    h-index

  5. DE
    Demitrios E. Pournarakis

    Athens University of Economics and Business, Greece

    2 publications · 207 citations

    2

    h-index

1–5 of 210

Institutions

143

  1. South China University of Technology

    Guangzhou, China

    3 h-index

    3 publications

    116 citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    3 publications

    79 citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    5 publications

    152 citations

  4. Fondazione Bruno Kessler

    Trento, Italy

    2 h-index

    6 publications

    360 citations

  5. Dublin City University

    Dublin, Ireland

    2 h-index

    3 publications

    89 citations

  6. Jiangxi University of Finance and Economics

    Nanchang, China

    2 h-index

    2 publications

    54 citations

  7. University of Bath

    Bath, United Kingdom

    2 h-index

    3 publications

    70 citations

  8. Trinity College Dublin

    Dublin, Ireland

    2 h-index

    3 publications

    208 citations

1–8 of 143

Venues

  1. SSRN Electronic Journal

    Repository · 4 publications · 229 citations

    4

    h-index

  2. Resources Policy

    2 publications · 64 citations

    2

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 57 citations

    2

    h-index

  4. Finance research letters

    2 publications · 48 citations

    2

    h-index

  5. Information Systems Frontiers

    1 publications · 18 citations

    1

    h-index

1–5