Augmenting fake content detection in online platforms: A domain adaptive transfer learning via adversarial training approach

• Main Authors: NG, Ka Chung, KE, Ping Fan, SO, Mike K. P., TAM, Kar Yan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: adversarial domain adaptation; augmented AI; deception detection; fake news; transfer learning; Artificial Intelligence and Robotics; E-Commerce
• Online Access: https://ink.library.smu.edu.sg/sis_research/7778; https://ink.library.smu.edu.sg/context/sis_research/article/8781/viewcontent/AugmentingFakeContentDetection_pvoa_cc_by.pdf
• Institution: Singapore Management University

Online platforms are experimenting with interventions such as content screening to moderate the effects of fake, biased, and incensing content. Yet, online platforms face an operational challenge in implementing machine learning algorithms for managing online content due to the labeling problem, whe...