AI based career chatbot: Leveraging AI for Career Counseling

Menaka Gowda A; Krisha M; Harshik G P; I Ashneel

AI based career chatbot: Leveraging AI for Career Counseling

May 2024

Vol-10, Issue-3

Paper ID: 23829

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

computer engineering

Keywords

Personalized career counselling Chatbot system Programming languages Advanced analytical methodologies Personality assessments Aptitude evaluations Career recommendations Machine learning models Data-centric insights Scalability User-friendly Data security Ethical considerations AI-powered counselling platforms Interface design Usability assessments Performance metrics Personality profiling Career forecasting Decision-making processes

Abstract

This research paper introduces a groundbreaking approach to personalized career counseling through the development and deployment of an innovative chatbot system. Built upon contemporary programming languages and advanced analytical methodologies, the chatbot offers users bespoke guidance derived from personality assessments, aptitude evaluations, and career recommendations. In contrast to conventional counseling paradigms, this chatbot harnesses cutting-edge algorithms to deliver scalable, user-friendly, and data-centric insights into academic and professional trajectories .The paper commences with an exploration of the prevailing landscape of career counseling, spotlighting the myriad challenges individuals encounter while navigating intricate educational and vocational choices. A thorough literature review follows, encompassing extant studies on chatbot-driven counseling solutions and machine learning models for career prognostication. Ethical considerations and data security implications relevant to AI-powered counseling platforms are also deliberated. Detailed insights into the chatbot's architecture and functionalities are provided, elucidating technical intricacies such as data manipulation, model integration, and interface design. Implementation specifics, including code excerpts and deployment strategies, illuminate the developmental journey and scalability of the chatbot. Evaluation outcomes and results delineate user feedback, usability assessments, and performance metrics for personality profiling and career forecasting. Illustrative case studies underscore the chatbot's efficacy in influencing users' decision-making processes and the potency of personalized recommendations. The paper culminates in a discourse on the ramifications of AI-driven personalized career counseling, emphasizing strengths, constraints, and future research trajectories. Proposals for further refinement, algorithmic enhancements, and feature augmentation underscore the chatbot's potential to redefine the contours of career counseling.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Menaka Gowda A	BMS institute of technology
2	Krisha M	BMS institute of technology
3	Harshik G P	BMS institute of technology
4	I Ashneel	BMS institute of technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

A, Menaka Gowda, M, Krisha, P, Harshik G, & Ashneel, I (2024). AI based career chatbot: Leveraging AI for Career Counseling. International Journal of Advance Research and Innovative Ideas In Education, 10(3), 1338-1355.

MLA Style

A, Menaka Gowda, et al. "AI based career chatbot: Leveraging AI for Career Counseling." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, 2024, pp. 1338-1355.

IEEE Style

Menaka Gowda A, Krisha M, Harshik G P, and I Ashneel, "AI based career chatbot: Leveraging AI for Career Counseling," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, pp. 1338-1355, 2024.

Vancouver Style

A Menaka Gowda, M Krisha, P Harshik G, Ashneel I. AI based career chatbot: Leveraging AI for Career Counseling. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(3):1338-1355.

Harvard Style

A, Menaka Gowda, M, Krisha, P, Harshik G, & Ashneel, I (2024) 'AI based career chatbot: Leveraging AI for Career Counseling', International Journal of Advance Research and Innovative Ideas In Education, 10(3), pp. 1338-1355.

Chicago Style

A, Menaka Gowda, et al. "AI based career chatbot: Leveraging AI for Career Counseling." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 1338-1355.

Turabian Style

A, Menaka Gowda, et al. "AI based career chatbot: Leveraging AI for Career Counseling." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 1338-1355.