Fuzzy Analytic Hierarchy Process (FAHP) and Fuzzy technique for Order Of Preference By Similarity To Ideal Solution (TOPSIS) in selecting the best Information Technology (IT) programs based on employer perspective / Nurshafiqah Aina Shah Bani

Shah Bani, Nurshafiqah Aina (2024) Fuzzy Analytic Hierarchy Process (FAHP) and Fuzzy technique for Order Of Preference By Similarity To Ideal Solution (TOPSIS) in selecting the best Information Technology (IT) programs based on employer perspective / Nurshafiqah Aina Shah Bani. Degree thesis, Universiti Teknologi MARA, Terengganu.

Abstract

For a company to succeed in the rapidly evolving sector of information technology (IT), choosing the best employees based on employer preference is important. The main goal in choosing employees in the Information Technology (IT) field is to identify and hire individuals who possess the right blend of criteria. The main criteria and sub-criteria that can be considered include technical skills (programming languages, database management, and cloud computing), soft skills (communication, teamwork, and adaptability), educational background (relevant degree, and continuous learning), and a few other criteria. This research aims to evaluate the employer perspective in choosing the best programs in the IT field by using the Fuzzy Analytic Hierarchy Process (FAHP) and Fuzzy Technique for Order Preference by Similarity to Ideal Solution (TOPSIS). To deal with subjectivity and uncertainty in pairwise comparisons of evaluation criteria, the FAHP technique results in a more accurate and broad weighting of these factors. Fuzzy TOPSIS is then used to evaluate the alternatives based on how close they are to an ideal answer, considering the imprecision that comes with human judgment.

Metadata

Item Type: Thesis (Degree)
Creators:
Creators
Email / ID Num.
Shah Bani, Nurshafiqah Aina
2020866272
Contributors:
Contribution
Name
Email / ID Num.
Thesis advisor
Embong, Muhammad Fauzi
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Mathematical statistics. Probabilities > Decision theory > Fuzzy decision making
Divisions: Universiti Teknologi MARA, Terengganu > Kuala Terengganu Campus > Faculty of Computer and Mathematical Sciences
Programme: Bachelor of Science (Hons.) Mathematical Modelling and Analytics
Keywords: Information Technology (IT), Fuzzy Analytic Hierarchy Process (FAHP)
Date: 2024
URI: https://ir.uitm.edu.my/id/eprint/106224
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