AI-based online interview bot with an interactive dashboard

Title

AI-based online interview bot with an interactive dashboard

Creator

Sambandam R.K.; Vetriveeran D.; Jenefa J.; Balamurugan M.; Thaiyalnayaki S.

Description

In recent years, video interviews have become increasingly popular in the recruitment process due to their convenience and efficiency. However, evaluating a candidates communication skills and perceived personality traits from a video interview can be challenging. The agent utilizes natural language processing and computer vision techniques to analyze the candidates verbal and nonverbal behavior during the interview. Specifically, the agent focuses on linguistic features such as fluency, grammar, and vocabulary, as well as nonverbal cues such as facial expressions and body language. Based on these features, the agent predicts the candidates communication skills and perceived personality traits. To validate the effectiveness of the agent, a Talk was conducted with a group of participants who completed video interviews with and without the agent. The results show that the agents predictions of communication skills and perceived personality traits are highly correlated with the ratings given by human evaluators. Additionally, the agent is able to provide valuable insights into the candidates performance that may not be immediately apparent to human evaluators. Overall, the intelligent video interview agent proposed here has the potential to improve the recruitment process by providing more accurate and objective evaluations of candidates communication skills and perceived personality traits. 2025 selection and editorial matter, A. Vadivel, K. Meena, P. Sumathy, Henry Selvaraj, P. Shanmugavadivu and Shaila S. G.; individual chapters, the contributors.

Source

Interactive and Dynamic Dashboard: Design Principles, pp. 86-99.

Date

2024-01-01

Publisher

CRC Press

Coverage

Sambandam R.K., CHRIST (Deemed to be University), Bengaluru, India; Vetriveeran D., CHRIST (Deemed to be University), Bengaluru, India; Jenefa J., CHRIST (Deemed to be University), Bengaluru, India; Balamurugan M., CHRIST (Deemed to be University), Bengaluru, India; Thaiyalnayaki S., Bharath Institute of Higher Education and Research (Deemed to be University), Chennai, India

Rights

Restricted Access

Relation

ISBN: 978-104025923-8; 978-103274597-8

Format

Online

Language

English

Type

Book chapter

Identifier

https://doi.org/10.1201/9781003542735-4

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85214638828&doi=10.1201%2f9781003542735-4&partnerID=40&md5=9250ac6797e0b30ad33823ef725fe76f