Decision Support Systems for Performance and Evaluation of Teachers in General-English Course by Using the SMARTER and TOPSIS Methods

Abstract

Abstract. This research aims to implement Decision Support System (DSS) for choosing General English program teacher using Smarter and Topsis methods. The SMARTER method is used for determining weight of each criterion, where the TOPSIS method is used for calculate teacher ranks. The data used consist of some criteria and lecturer scores for each parameter. Both data are obtained from UPI Language Center Customer Satisfaction Report. Priority of criteria was decided based on questionnaire response from General English Program students. On accuracy aspect, the research shows that the combination of SMARTER and TOPSIS methods has 76% error rate. This research also shows that SMARTER and TOPSIS method has 90% stability. Based on questionnaire, 4 from 5 Balai Bahasa UPI's management choose teacher's rank from SMARTER and TOPSIS methods rather than manual.

Multi-Criteria Decision Making with the VIKOR and SMARTER Methods for Optimal Seller Selection from Several E-Marketplaces

“…To cover it, this study will be combined with the SMARTER method (Simple Multi-Attribute Rating Technique Exploiting Ranks). This method determines the weight of each criterion based on ROC (Rank Order Centroid) calculations [9], which has been widely applied to the multi-criteria model, because it has proven advantages in the process of weighting criteria, so that the results of the consistency of distance between criteria can be maintained [10]. As an example the study of Hidayat et al [11] which has proven that modification of the weighting of criteria by the SMARTER method has proven to be more selective in determining scholarship recipients.…”

The Strategy to Maintain an Incremental Game for Android Originated from Indonesia’s Om Telolet Om Phenomenon Idea Using The SWOT-MAGIQ Approach

“…In other words, the highest ranking is an action that prioritized. There are several methods with a ranking system to handle these problems, such as Profile Matching [10], AHP [11], [12], ANP [13], [14], SAW [15], SMART [16], [17], and TOPSIS [18].…”