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22 articles for “textual data”

• Published Subscription Review Article 7 Mar 2025

  Interview Preparation System Using AI

  By Shruti Patil, Smita Badarkhe, Neha Patil, Rutuj Nagargoje

  Abstract: The automated interview evaluation system leverages artificial intelligence (AI) and natural language processing (NLP) technologies to streamline and enhance the interview process. Through a web-based application built with the Flask framework, the system enables candidates to respond to dynamically loaded interview questions using both text and speech inputs. Questions, managed via a CSV (comma separated values) file for flexibility, are evaluated for similarity to expected answers using the rapid fuzz …

  Published in Journal of Multimedia Technology & Recent Advancements · Vol. 12, Issue 1, 2025 · pp. 8–13 Read article →

• Published Subscription Review Article 20 Dec 2025

  Depression Detection Using AI with Chatbot Support

  By S. A. Patil, Anushka Sanjay Gaikwad, Komal Ashok Gaikwad, Sampada Nitin Aher, Sakshi Babasaheb Mogal

  Abstract: Depression is a major global health concern and a significant contributor to suicide rates worldwide. India reports a high number of suicide cases, making the early detection of mental distress and depression essential for timely intervention. This research presents an AI-based system for depression detection that integrates deep learning, natural language processing (NLP), and a chatbot for user support. The system analyzes facial expressions using convolutional neural networks (CNNs) and …

  Published in Research & Reviews: A Journal of Embedded System & Applications · Vol. 14, Issue 1, 2025 · pp. 01–08 Read article →