Text-Convolutional Neural Networks for Fake News Detection in Tweets

被引：0
|
作者：
Birla Institute of Technology and Science, Pilani, India [1 ]
机构：
来源：
Adv. Intell. Sys. Comput. | / 81-90期
关键词：
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Benchmark datasets - Learning methods - Learning models - NAtural language processing - Natural languages - Network platforms - Online social networkings - Verification systems
引用
收藏
相关论文
共 50 条
  • [41] Evaluating Deep Neural Networks for Automatic Fake News Detection in Political Domain
    Fernandez-Reyes, Francis C.
    Shinde, Suraj
    ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2018, 2018, 11238 : 206 - 216
  • [42] Semi-Supervised Learning and Graph Neural Networks for Fake News Detection
    Benamira, Adrien
    Devillers, Benjamin
    Lesot, Etienne
    Ray, Ayush K.
    Saadi, Manal
    Malliaros, Fragkiskos D.
    PROCEEDINGS OF THE 2019 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2019), 2019, : 568 - 569
  • [43] Applying Automatic Text Summarization for Fake News Detection
    Hartl, Philipp
    Kruschwitz, Udo
    LREC 2022: THIRTEEN INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2022, : 2702 - 2713
  • [44] Fake News Detection and Classification: A Comparative Study of Convolutional Neural Networks, Large Language Models, and Natural Language Processing Models
    Roumeliotis, Konstantinos I.
    Tselikas, Nikolaos D.
    Nasiopoulos, Dimitrios K.
    FUTURE INTERNET, 2025, 17 (01)
  • [45] On Predicting Geolocation of Tweets Using Convolutional Neural Networks
    Huang, Binxuan
    Carley, Kathleen M.
    SOCIAL, CULTURAL, AND BEHAVIORAL MODELING, 2017, 10354 : 281 - 291
  • [46] Multimodal Emergent Fake News Detection via Meta Neural Process Networks
    Wang, Yaqing
    Ma, Fenglong
    Wang, Haoyu
    Jha, Kishlay
    Gao, Jing
    KDD '21: PROCEEDINGS OF THE 27TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, 2021, : 3708 - 3716
  • [47] On the use of text augmentation for stance and fake news detection
    Salah, Ilhem
    Jouini, Khaled
    Korbaa, Ouajdi
    JOURNAL OF INFORMATION AND TELECOMMUNICATION, 2023, 7 (03) : 359 - 375
  • [48] A Hybrid Approach for Detection of Fake News in Sinhala Text
    Udurawana, Lalinda
    Weerasinghe, Ruvan
    Pushpananda, Randil
    2022 22ND INTERNATIONAL CONFERENCE ON ADVANCES IN ICT FOR EMERGING REGIONS (ICTER), 2022,
  • [49] Active Learning for Text Classification and Fake News Detection
    Sahan, Marko
    Smidl, Vaclav
    Marik, Radek
    2021 INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND INTELLIGENT CONTROLS (ISCSIC 2021), 2021, : 87 - 94
  • [50] Fake News Detection and Classification: A Comparative Study of Convolutional Neural Networks, Large Language Models, and Natural Language Processing Models
    Roumeliotis, Konstantinos I.
    Tselikas, Nikolaos D.
    Nasiopoulos, Dimitrios K.
    Future Internet, 17 (01)
12345