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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Priyanka Srivastava, Mohammad Suaib

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Sep 2026

Machine Learning based Depression Detection with NLP Applicationon Twitter Text Data

Depression detection through social media analysis has gained increasing attention due to the accessibility of large-scale user-generated content. This study proposes a hybrid sentiment analysis framework that integrates Latent Dirichlet Allocation (LDA), Valence Aware Dictionary and Sentiment Reasoner (VADER), and Ter...

Priyanka Srivastava, Mohammad Suaib · 0 citations
Sep 2026

Detecting Depression from Tweets through Topic Modeling and Lexicon-based Sentiment Fusion

Mental disorders such as depression constitute the largest share of concerns in mental well-being across the globe, having a severe influence on an individual's emotional, social and professional lives. With the increased application of social networks in the modern age, opportunities have opened up to detect the signs...

Priyanka Srivastava, Mohammad Suaib · 0 citations

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