Concepedia

Misinformation Classification

Misinformation Classification is a computational method that distinguishes false or misleading information from accurate content by analyzing linguistic, semantic, or contextual features within digital media.

145

Publications

8.2K

Citations

508

Authors

236

Institutions

Publications per year

2017–2026

141

Parents

Publications

145

“Fake News” Is Not Simply False Information: A Concept Explication and Taxonomy of Online Content

María D. Molina, S. Shyam Sundar, Thai Le et al. · American Behavioral Scientist · 2019 · 474 citations

, , +16

Fake News Detection Using Machine Learning Ensemble Methods

Iftikhar Ahmad, Muhammad Murtaza Yousaf, Suhail Yousaf et al. · Complexity · 2020 · 466 citations · Full text

, , +16

Defining Misinformation and Understanding its Bounded Nature: Using Expertise and Evidence for Describing Misinformation

Emily K. Vraga, Leticia Bode · Political Communication · 2020 · 442 citations

, , +14

An ensemble machine learning approach through effective feature extraction to classify fake news

Saqib Hakak, Mamoun Alazab, Suleman Khan et al. · Future Generation Computer Systems · 2020 · 419 citations

, , +15

Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter

Svitlana Volkova, Kyle Shaffer, Jin Yea Jang et al. · 2017 · 359 citations · Full text

, , +16

1–5 of 145

Authors

508

  1. VP
    Verónica Pérez‐Rosas

    University of Michigan, United States

    2 publications · 135 citations

    2

    h-index

  2. HW
    Hans W. A. Hanley

    Stanford University, United States

    2 publications · 37 citations

    2

    h-index

  3. IY
    Inggrid Yanuar Risca Pratiwi

    State University of Malang, Indonesia

    2 publications · 88 citations

    2

    h-index

  4. ZD
    Zakir Durumeric

    Stanford University, United States

    2 publications · 37 citations

    2

    h-index

  5. JS
    Jeremy Straub

    University of North Dakota, United States

    2 publications · 70 citations

    2

    h-index

1–5 of 508

Institutions

236

  1. University of Michigan

    Ann Arbor, United States

    4 h-index

    8 publications

    473 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    10 publications

    312 citations

  3. Rutgers, The State University of New Jersey

    New Brunswick, United States

    3 h-index

    4 publications

    145 citations

  4. New York University

    New York, United States

    3 h-index

    9 publications

    472 citations

  5. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    7 publications

    1.1K citations

  6. Max Planck Institute for Informatics

    Saarbrücken, Germany

    2 h-index

    4 publications

    74 citations

  7. Khulna University of Engineering and Technology

    Khulna, Bangladesh

    2 h-index

    2 publications

    149 citations

  8. RMIT University

    Melbourne, Australia

    2 h-index

    2 publications

    82 citations

1–8 of 236

Venues

  1. arXiv (Cornell University)

    Repository · 12 publications · 301 citations

    11

    h-index

  2. 6

    h-index

  3. Multimedia Tools and Applications

    3 publications · 209 citations

    3

    h-index

  4. Social Network Analysis and Mining

    3 publications · 133 citations

    3

    h-index

  5. Journal of Medical Internet Research

    3 publications · 138 citations

    3

    h-index

1–5