Vol.14, No.3, August 2025.                                                                                                                                                                          ISSN: 2217-8309

                                                                                                                                                                                                                        eISSN: 2217-8333

 

TEM Journal

 

TECHNOLOGY, EDUCATION, MANAGEMENT, INFORMATICS

Association for Information Communication Technology Education and Science


Development of a Smart Career Path System for Recommending Entrepreneurship Types Using a Mobile-First Approach

 

Asmar Yulastri, Ganefri Ganefri, Feri Ferdian, Elfizon Elfizon, Geovanne Farell, Yudha Aditya Fiandra

 

© 2025 Asmar Yulastri, published by UIKTEN. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License. (CC BY-NC-ND 4.0)

 

Citation Information: TEM Journal. Volume 14, Issue 3, Pages 2226-2233, ISSN 2217-8309, DOI: 10.18421/TEM143-28, August 2025.

 

Received: 23 December 2024.

Revised: 03 July 2025.
Accepted: 21 July 2025.
Published: 27 August 2025.

 

Abstract:

 

This study explores the development of a Smart Career Path System aimed at addressing the gap in career planning among Indonesian university students, particularly in aligning their interests and competencies with entrepreneurial career opportunities. Grounded in the increasing significance of entrepreneurship education and the growing use of technology in personalized career guidance, this research investigates how a mobile-first system can support informed decision-making for students. The system is designed using DevOps methodology and machine learning techniques, including content-based filtering and the CRISP-DM approach, to provide personalized entrepreneurship recommendations based on user profiles. This paper outlines the system's design, development process, and potential contributions to career planning and entrepreneurship readiness among university students.

 

Keywords – Smart career path system, vocational high schools, DevOps, entrepreneurship.

 

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