Click For Enquiry

Toll Free No. 18001007031
Best University in Indore

Name - Jayshri Suresh Sonawane (22ENG7CSE0005)

Branch - Computer Science & Engineering

Faculty - Faculty of Engineering & Technology

Date of Registration - 2nd December 2022

Supervisor - Dr. Sachin Patel, Professor.

Date of Ph.D. Viva - 25th February 2026 (Wednesday)

Title - Detection of Suicide Ideation from Social Media Texts Using Deep Learning Based Feature Engineering Techniques


[1] J. Sonawane and D. Jain, “Machine Approaches for Identifying Suicide Ideation in Social Media Texts: Comprehensive Review”, Proceedings of 2024 IEEE 3rd World Conference on Applied Intelligence and Computing (AIC), Gwalior, India, 2024, pp. 1508-1512, doi: 10.1109/AIC61668.2024.10730944.

[2] J. Sonawane and D. Jain, “Integrated Multi factor Trajectory Deep Learning Model for Suicide Ideation Detection from Social Media Interactions” International Journal of Intelligent Engineering and Systems, vol. 18, no. 4, pp. 524–540, May. 2025, doi: 10.22266/ijies2025.0531.34.

[3] J. Sonawane, S. Patel and R. Nagar, “Suicide Ideation Detection with Big Five Personality Attention Deep Learning Model,” International Journal of Applied Mathematics, vol.38, no.12s, pp. 3821-3837, Dec-2025,
https://doi.org/10.12732/ijam.v38i12s.1733.

[4] J. Sonawane and S. Patel, “A Comparative Analysis of Multifactor Approach for Suicide Ideation Detection from Social Media Texts,” 5th International Conference on Universal Threats in Expert Applications and Solutions, 16th to 18th Feb 2026, Jaipur, India, Accepted.