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Title: :  AI based career chatbot: Leveraging AI for Career Counseling
PaperId: :  23829
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-23829
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Menaka Gowda ABMS institute of technology
Krisha MBMS institute of technology
Harshik G PBMS institute of technology
I Ashneel BMS institute of technology

Abstract

computer engineering
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
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.

Citations

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IJARIIE 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 Volume 10 Issue 3 2024 Page 1338-1355
MLA 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 10.3(2024) : 1338-1355.
APA Menaka Gowda A, Krisha M, Harshik G P, & I Ashneel . (2024). AI based career chatbot: Leveraging AI for Career Counseling. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 1338-1355.
Chicago 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 10, no. 3 (2024) : 1338-1355.
Oxford 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, 2024, p. 1338-1355. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/AI_based_career_chatbot__Leveraging_AI_for_Career_Counseling_ijariie23829.pdf (Accessed : 09 February 2025).
Harvard Menaka Gowda A, Krisha M, Harshik G P, and I Ashneel . (2024) 'AI based career chatbot: Leveraging AI for Career Counseling', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 1338-1355IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/AI_based_career_chatbot__Leveraging_AI_for_Career_Counseling_ijariie23829.pdf (Accessed : 09 February 2025)
IEEE 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, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/AI_based_career_chatbot__Leveraging_AI_for_Career_Counseling_ijariie23829.pdf [Accessed : 09 February 2025].
Turabian 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 [Online]. volume 10 number 3 (09 February 2025).
Vancouver 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 [Internet]. 2024 [Cited : 09 February 2025]; 10(3) : 1338-1355. Available from: https://ijariie.com/AdminUploadPdf/AI_based_career_chatbot__Leveraging_AI_for_Career_Counseling_ijariie23829.pdf
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