Concepedia

Sentiment Shifts

Sentiment Shifts is a construct in sentiment analysis that denotes the phenomenon of change in the expressed sentiment of a text or discourse over time, distinguishing itself from static sentiment analysis by explicitly modeling temporal dynamics and contextual evolution within sequential or time-stamped data.

156

Publications

9.1K

Citations

476

Authors

255

Institutions

Publications per year

2017–2026

106

Variants

Sentiment Dynamics

Parents

Publications

156

Investor sentiment and the near-term stock market

Gregory W. Brown, Michael T. Cliff · Journal of Empirical Finance · 2003 · 1.3K citations

, , +14

The Use of Twitter to Track Levels of Disease Activity and Public Concern in the U.S. during the Influenza A H1N1 Pandemic

Alessio Signorini, Alberto M. Segre, Philip M. Polgreen · PLoS ONE · 2011 · 1.3K citations · Full text

, , +16

COVID-19 Public Sentiment Insights and Machine Learning for Tweets Classification

Information · 2020 · 330 citations · Full text

, , +17

Public sentiment analysis and topic modeling regarding COVID-19 vaccines on the Reddit social media platform: A call to action for strengthening vaccine confidence

Chad Melton, Olufunto A. Olusanya, Nariman Ammar et al. · Journal of Infection and Public Health · 2021 · 216 citations · Full text

, , +16

Social Listening: A Content Analysis of E-Cigarette Discussions on Twitter

Heather Cole-Lewis, Jillian Pugatch, Amy Sanders et al. · Journal of Medical Internet Research · 2015 · 182 citations · Full text

, , +13

1–5 of 156

Authors

476

  1. JS
    Jim Samuel

    Rutgers, The State University of New Jersey, United States

    5 publications · 354 citations

    5

    h-index

  2. GG
    G. G. Md. Nawaz Ali

    Auckland University of Technology, New Zealand

    4 publications · 326 citations

    4

    h-index

  3. MM
    Md. Mokhlesur Rahman

    University of North Carolina at Charlotte, United States

    4 publications · 326 citations

    4

    h-index

  4. YS
    Yana Samuel

    Rutgers, The State University of New Jersey, United States

    3 publications · 279 citations

    3

    h-index

  5. NM
    Natsuki Matsumura

    Kyoto University, Japan

    2 publications · 57 citations

    2

    h-index

1–5 of 476

Institutions

255

  1. University of Charleston

    Charleston, United States

    5 h-index

    11 publications

    1.6K citations

  2. University of North Carolina at Charlotte

    Charlotte, United States

    5 h-index

    7 publications

    750 citations

  3. Northeastern University

    Boston, United States

    4 h-index

    4 publications

    609 citations

  4. Khulna University of Engineering and Technology

    Khulna, Bangladesh

    4 h-index

    4 publications

    545 citations

  5. Lee College

    Baytown, United States

    4 h-index

    4 publications

    618 citations

  6. Pennsylvania State University

    State College, United States

    3 h-index

    22 publications

    1.9K citations

  7. National University of Singapore

    Singapore, Singapore

    3 h-index

    5 publications

    381 citations

  8. University of Exeter

    Exeter, United Kingdom

    3 h-index

    7 publications

    360 citations

1–8 of 255

Venues

  1. PLoS ONE

    6 publications · 1.4K citations

    6

    h-index

  2. SSRN Electronic Journal

    Repository · 5 publications · 298 citations

    5

    h-index

  3. arXiv (Cornell University)

    Repository · 5 publications · 111 citations

    5

    h-index

  4. medRxiv

    Repository · 4 publications · 108 citations

    4

    h-index

  5. Journal of Medical Internet Research

    4 publications · 273 citations

    4

    h-index

1–5