Employment Recommendation System Using Predictive Analysis and Secured Through Blockchain Technology

August C. Thio-ac, Rachelle Anne C. Dela Cruz, Rich Ryan M. Papalid, Earl Jean S. Soriano, Diane Maria Lou L. Tabarina, Audry Marie Tingson, Timothy M. Amado, G. A. Madrigal, Romeo L. Jorda, Cherry G. Pascion, R. Reyes, L. K. Tolentino
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Abstract

Electronics engineering offers a wide variety of fields, specializations, and works in the industry that the graduates can pursue. They sometimes lead to job mismatches as their abilities and perspective are not align to the qualifications and skills that a certain job requires. In this project, an employment decision support system was developed to help the graduates foresee the most suited work positions when entering the industry as an electronics engineer through the evaluation of their licensure or board exam results; self-assessment results which includes their abilities, hobbies, and attitude towards work that are based on job descriptions; and academic grades results from first year to fifth year where the four main subjects of the Philippine electronics engineer licensure examination that is Mathematics, General Engineering and Applied Sciences, Electronics Engineering, and Electronics Systems and Technologies will serve as its classifications. The result is encrypted in Blockchain technology that will be used as a security feature to ensure the credibility and reliability of the whole evaluation.
基于预测分析和区块链技术的就业推荐系统
电子工程为毕业生提供了广泛的领域、专业和行业工作。他们有时会导致工作不匹配,因为他们的能力和观点与特定工作所需的资格和技能不一致。在这个项目中,我们开发了一个就业决策支持系统,帮助毕业生在进入电子工程师行业时,通过评估他们的执照或董事会考试成绩,预测最适合的工作职位;基于职位描述的自我评估结果,包括他们的能力、爱好和对工作的态度;以及第一年至第五年的学术成绩,其中菲律宾电子工程师执照考试的四个主要科目,即数学,通用工程和应用科学,电子工程和电子系统与技术将作为其分类。结果将在区块链技术中加密,该技术将用作安全功能,以确保整个评估的可信度和可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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