Concepedia

Sentiment Measurement

Sentiment Measurement is a methodological construct in financial economics that quantifies investors' collective attitudes or emotional states toward a market or asset, typically derived from textual, behavioral, or交易 data, to inform predictions of market movements.

1.7K

Publications

122.6K

Citations

4.8K

Authors

1.8K

Institutions

Publications per year

2017–2026

1.1K

Variants

Sentiment Quantification

Parents

Publications

1.7K

Opinion Mining and Sentiment Analysis

Bo Pang, Lillian Lee · Foundations and Trends® in Information Retrieval · 2008 · 6.2K citations

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Twitter mood predicts the stock market

Johan Bollen, Huina Mao, Xiao‐Jun Zeng · Journal of Computational Science · 2011 · 5.1K citations · Full text

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Sentiment Analysis and Opinion Mining

Bing Liu · Synthesis lectures on human language technologies · 2012 · 3.3K citations

, , +15

A model of investor sentiment1We are grateful to the NSF for financial support, and to Oliver Blanchard, Alon Brav, John Campbell (a referee), John Cochrane, Edward Glaeser, J.B. Heaton, Danny Kahneman, David Laibson, Owen Lamont, Drazen Prelec, Jay Ritter (a referee), Ken Singleton, Dick Thaler, an anonymous referee, and the editor, Bill Schwert, for comments.1

Nicholas Barberis, Andrei Shleifer, Robert W. Vishny · Journal of Financial Economics · 1998 · 2.8K citations

, , +13

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

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1–5 of 1.7K

Authors

4.8K

  1. JB
    Johan Bollen

    Indiana University Bloomington, United States

    9 publications · 7.1K citations

    9

    h-index

  2. HM
    Huina Mao

    Oak Ridge National Laboratory, United States

    7 publications · 6.7K citations

    7

    h-index

  3. DR
    Doojin Ryu

    Sungkyunkwan University, South Korea

    7 publications · 282 citations

    7

    h-index

  4. GZ
    Guofu Zhou

    Washington University in St. Louis, United States

    6 publications · 2.1K citations

    6

    h-index

  5. MS
    Moritz Sudhof

    Stanford University, United States

    5 publications · 598 citations

    5

    h-index

1–5 of 4.8K

Institutions

1.8K

  1. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    30 publications

    2.2K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    14 h-index

    30 publications

    1.8K citations

  3. Harvard University

    Cambridge, United States

    13 h-index

    36 publications

    4.5K citations

  4. Nanyang Technological University

    Singapore, Singapore

    12 h-index

    21 publications

    2.8K citations

  5. University of Michigan

    Ann Arbor, United States

    12 h-index

    27 publications

    941 citations

  6. New York University

    New York, United States

    12 h-index

    28 publications

    1.2K citations

  7. University College London

    London, United Kingdom

    12 h-index

    33 publications

    2.2K citations

  8. Cornell University

    Ithaca, United States

    11 h-index

    17 publications

    6.7K citations

1–8 of 1.8K

Venues

  1. SSRN Electronic Journal

    Repository · 84 publications · 2.8K citations

    29

    h-index

  2. Journal of Medical Internet Research

    25 publications · 1.6K citations

    20

    h-index

  3. PLoS ONE

    25 publications · 1.8K citations

    20

    h-index

  4. Expert Systems with Applications

    21 publications · 2.8K citations

    18

    h-index

  5. IEEE Access

    21 publications · 1.3K citations

    17

    h-index

1–5