Development and Implementation of a Sentiment-Driven Maternity Chat-bot for Emotional Support in Second-Time Pregnant Women After Miscarriage

Author(s)	Alaissa Shaikh
Country	India
Abstract	This paper presents the development of a sentiment-driven maternity chatbot designed to provide emotional support to second-time pregnant women who have previously experienced miscarriage. By leveraging sentiment analysis and natural language processing, the chatbot delivers empathetic, context-aware responses. Integrated within a Flutter Flow-based maternity app, it aims to address the psychological needs often overlooked by existing digital tools. Preliminary feedback highlights the chatbot's potential in enhancing maternal mental health, while also identifying areas for further refinement in emotional comprehension.
Keywords	Sentiment analysis, maternity chatbot, emotional support, miscarriage, second pregnancy, natural language processing (NLP), maternal mental health, trauma-informed care, digital healthcare, Flutter Flow.
Published In	Volume 16, Issue 2, April-June 2025
Published On	2025-04-13
Cite This	Development and Implementation of a Sentiment-Driven Maternity Chat-bot for Emotional Support in Second-Time Pregnant Women After Miscarriage - Alaissa Shaikh - IJSAT Volume 16, Issue 2, April-June 2025. DOI 10.71097/IJSAT.v16.i2.3550
DOI	https://doi.org/10.71097/IJSAT.v16.i2.3550
Short DOI	https://doi.org/g9fcfr

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