ARTICLE
TITLE

Implementation of the Weighted Sum Model Algorithm in the Higher Education Quality Assurance System

SUMMARY

The Indonesia government implements a Quality Assurance System (QAS) of a Higher Education (HE) for realizing the quality education. Muhammadiyah manages several Muhammadiyah/’Aisyiyah College (MAC) with SPM Business Processes Management (BPM) as a form of achieving the quality of a National Higher Education Standards. A Quality Assurance (QA) of the HE is set in a Quality Standards (QS). The number of criteria and relationships with the QA activities become an issue which is appointed in this research. The research is focused on the analysis of the decision-making method Weighted Sum Model (WSM) in the Decision Support System (DSS). The research objective is the use of decision-making methods in the form of DSS using the WSM algorithm and testing the use of these algorithms in the implementation of the QAS in MAC. The WSM algorithm is used and tested on a quality standard database with comparison variables between methods, namely relevance, characteristics, accuracy, precision, reliability, effectiveness, efficiency, strength, and weaknesses.The results and analysis of the research is the use of the WSM algorithm to determine the priorities of the 11 HE Business Processes to inform PTMA Leaders in predicting strategic activities. The analysis process has been carried out and it is found that the WSM algorithm is used in the PTMA SPM with a test assessment score of 94%.  Keywords    - Quality Assurance System (QAS), Decision Support System (DSS), Muhammadiyah/’Aisyiyah College (MAC), Quality Standard.

 Articles related

Antonius Rachmat, Yuan Lukito    

Crowdsourced Labelling is a large scale data labelling process, solicits a large group of people to label the data, usually via Internet.  This paper discusses about design and implementation of Web-based Crowdsourced Labelling.  Supervised lea... see more

Revista: Ultima Infosys

Yohantino, Andriani Kusumaningrum, Muhammad Hasbi,    

SMPN 2 Tawangsari last few years to get the budget of the local government for scholarships for students who excel. But many of the problems that arise, for example in the determination of the data can be manipulated manually scholarship committee decide... see more


kustanto kustanto    

Optimization problem is the demanding problem for optimum solutions. The optimum (best) solution is a solution with minimum values, or maximum among a set of possible alternative solutions. In electrical distribution network, problem of demanding achieve... see more


(1) Hartono Hartono (Universitas Sumatera Utara, Indonesia) (2) Opim Salim Sitompul (Universitas Sumatera Utara, Indonesia) (3) Tulus Tulus (Universitas Sumatera Utara, Indonesia) (4) Erna Budhiarti Nababan (Universitas Sumatera Utara, Indonesia)    

Class imbalance occurs when instances in a class are much higher than in other classes. This machine learning major problem can affect the predicted accuracy. Support Vector Machine (SVM) is robust and precise method in handling class imbalance problem b... see more