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New dataset aims to detect manipulative betting ads on social media

By PulseAugur Editorial · [2 sources] ·

Researchers have introduced BetXplain, a new dataset designed to aid in the automated detection of manipulative betting advertisements on social media. The dataset, collected from Instagram and Reddit, includes manually annotated advertisements with human-provided explanations for the annotations. This resource aims to facilitate research into explainable AI approaches for identifying deceptive advertising practices and understanding their potential impact on user mental health. AI

IMPACT Enables development of tools to protect users from deceptive online advertising.

RANK_REASON The cluster describes a new dataset and paper published on arXiv, which falls under research.

Read on arXiv cs.LG →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

New dataset aims to detect manipulative betting ads on social media

COVERAGE [2]

  1. arXiv cs.LG TIER_1 English(EN) · MSVPJ Sathvik, Parmitha Vangapadu, Nishit Rane, Sathwik Narkedimilli, Mark Lee, Akrati Saxena ·

    BetXplain: An Explanation-Annotated Dataset for Detecting Manipulative Betting Advertisements on Social Media

    arXiv:2606.27274v1 Announce Type: new Abstract: The promotion of betting applications on social media platforms has increased significantly in recent years. Many of these advertisements use persuasive techniques that may mislead users, encourage risky behavior, and potentially in…

  2. arXiv cs.LG TIER_1 English(EN) · Akrati Saxena ·

    BetXplain: An Explanation-Annotated Dataset for Detecting Manipulative Betting Advertisements on Social Media

    The promotion of betting applications on social media platforms has increased significantly in recent years. Many of these advertisements use persuasive techniques that may mislead users, encourage risky behavior, and potentially influence users' mental well-being. However, resea…

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