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Author

S. Mellouli

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Open access Sep 2026

Fine-Grained Analysis of Bilingual Transportation Discourse on Reddit Using Large Language Models: A Quebec City Case Study

Social media platforms generate large volumes of unsolicited textual content that reflect users’ perceptions of urban transportation. This study proposes a fine-grained annotation framework that classifies social media text into three constructs: attitude, intention, and reported behavior. Each statement is linked to a...

Negar Shabanpour, Stéphane Roche, S. Mellouli · 0 citations
Review Open access Aug 2026

Unveiling Individual Climate Behaviors Through Digital Text: A Scoping Review of Natural Language Processing Methods

Climate change is one of the most serious global challenges, and greenhouse gas emissions continue to rise despite mitigation efforts. Household consumption accounts for approximately 72% of global emissions, indicating the central role of individual behaviors. Traditional measurement instruments, such as surveys and i...

Negar Shabanpour, S. Mellouli, Stéphane Roche · 1 citation

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