Development of an AI-Based Career Counseling System for Secondary Schools in Sokoto South Local Government Area, Sokoto State
- Project Research
- 1-5 Chapters
- Abstract : Available
- Table of Content: Available
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- NGN 5000
Background of the Study
Career counseling plays a critical role in helping students make informed decisions about their future career paths. In Sokoto South Local Government Area, Sokoto State, there is a gap in providing personalized and data-driven career guidance to secondary school students. Traditional career counseling methods, such as one-on-one consultations with counselors, are often limited by time and resources, and fail to provide tailored advice that aligns with individual interests, strengths, and the evolving job market.
The introduction of an AI-based career counseling system will address these challenges by providing personalized career recommendations based on students’ skills, academic interests, and personality traits. The system would use machine learning algorithms to analyze student data, including academic performance, subject preferences, and behavioral patterns, to suggest suitable career paths. In addition, the system would provide valuable resources such as career articles, skills development tips, and pathways for further education. The AI-based system would be developed using Python for machine learning model development, Django for back-end management, and React for the front-end interface. The system would be accessible via both web and mobile platforms, ensuring ease of access for students.
Statement of the Problem
Secondary school students in Sokoto South Local Government Area often lack access to effective, personalized career counseling. Traditional counseling methods are insufficient in addressing the diverse needs of students, leaving many uncertain about their career choices and future prospects. There is a need for a more personalized, data-driven approach to career guidance that leverages technology to provide students with tailored recommendations and resources.
Objectives of the Study
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To design and develop an AI-based Career Counseling System for secondary schools in Sokoto South Local Government Area, Sokoto State.
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To assess the effectiveness of the AI-based system in providing personalized career recommendations to students.
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To evaluate students’ satisfaction with the system’s usability and the relevance of the career guidance provided.
Research Questions
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How effective is the AI-based Career Counseling System in providing personalized career guidance to secondary school students in Sokoto South?
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What are the students' perceptions of the career recommendations and resources provided by the AI system?
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How do students rate the usability and overall effectiveness of the AI-based Career Counseling System?
Research Hypotheses
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The AI-based Career Counseling System will provide more accurate and personalized career guidance compared to traditional methods.
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Students will find the career recommendations and resources provided by the AI system to be relevant and useful for their career decision-making.
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Students will report high satisfaction levels with the usability and functionality of the AI-based Career Counseling System.
Significance of the Study
The development of the AI-based Career Counseling System will enhance career guidance for secondary school students in Sokoto South Local Government Area. By providing personalized, data-driven recommendations, the system will help students make informed decisions about their futures and improve their chances of success in the workforce.
Scope and Limitations of the Study
This study will focus on the design, development, and implementation of the AI-based Career Counseling System for secondary schools in Sokoto South Local Government Area, Sokoto State. Limitations may include challenges related to data availability and the accuracy of machine learning models.
Definitions of Terms
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AI-Based Career Counseling System: A software system that uses artificial intelligence to provide personalized career guidance based on student data and preferences.
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Machine Learning: A type of artificial intelligence that enables systems to learn and make predictions from data.
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Career Pathways: The possible routes and educational requirements for pursuing specific careers.
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