Multi Attribute Rating Technique Method Research Articles

Sistem Pendukung Keputusan Siswa Berprestasi menggunakan Metode Simple Multi Attribute Rating Technique berbasis Web

As one of the private schools in Makassar, Elim Christian High School, the assessment process carried out by teachers on students is still done manually or by recording. Reviewing the assessment of students with academic achievements includes assessments in several subjects as well as non-academic achievements in terms of arts, sports and extracurricular activities. This research aims to design a decision support system application that can assist teachers in managing final grades to determine students with academic and non-academic achievements using a web-based application, using the Simple Multi Attribute Rating Technique Method. The research model included is the SDLC model which starts from analysis, design, implementation, testing and evaluation. Analyze student data and teacher grades. The implementation section creates a web-based application that can carry out the process of selecting the best students. Testing uses black box testing which tests all menus, ensuring the output and functionality are appropriate. The data analysis technique entered is quantitative analysis. Where, quantitative analysis in the form of data is obtained by collecting student data and their grades. The findings are in the form of an application that helps teachers provide recommendations for students who excel both academically and non-academicly in the specified assessment categories. By implementing the Simple Multi Attribute Rating Technique method in implementing the decision support system application, it makes it easier for teachers to determine outstanding students.

Sistem Pengambilan Keputusan Pemilihan Menu Terlaris Menggunakan Metode SMART (Simple Multi Attribute Rating Technique)

Abstract
 In this decision-making system study, SMART (Simple Multi Attribute Rating Technique) is used to select the best-selling menu from all the recommended menus. This multi-criteria decision-making technique is based on the theory that each other method consists of several criteria using a value, and each criterion has a weight that describes its importance compared to other criteria. The SMART method is used to calculate the evaluation criteria, because the SMART approach can work in complex situations and allows analysis with minimal data. . So we need a decision support system that uses the Simple Multi Attribute Rating Technique method to make recommendations for the best menu candidates based on taste test criteria, display tests, presentation tests, and time tests. The end result of this SPK is that we can provide the best recommendations for job seekers according to the specified criteria.
 
 Keywords: Decision support system, Simple Multi Attribute Rating Technique

IMPLEMENTATION OF THE SMART METHOD IN THE DECISION SUPPORT SYSTEM FOR PENALTY RECOMMENDATIONS

Sanctions need to be given to students who do not obey school rules, and the purpose is to establish student discipline and ethics. SMK Gazza Wiguna 1 Megamendung Bogor district also imposes sanctions for students who violate the rules of conduct. The problem is that determining the violation point has not been done objectively. To overcome this, applying the Simple Multi-Attribute Rating Technique Method (SMART) method to the decision support system to determine recommendations for sanctions for students who commit violations. This system is designed to use UML tools and is built on a web basis. The system uses an alternative oral warning, first warning letter, second warning letter, third warning letter, and returned to parents (DO). The criteria include violation of school uniforms, tidiness, discipline, cleanliness, order, hospitality, commemorating national holidays, and additional provisions. The type of criteria used is the cost criteria because it is expected that students do not violate school rules; if students commit violations, it is hoped that students do not commit serious transgressions.

Sistem Pendukung Keputusan Penerima Bantuan Program Keluarga Harapan (PKH) Menggunakan Metode Simple Multi Attribute Rating Technique (SMART) (Studi Kasus: Desa Kemudi)

There are many government assistance programs, one of which is the Family Hope Program (PKH), which is a social assistance program aimed at poor families with certain conditions. The Family Hope Program is expected to be able to ease the burden on families. A large number of poor families in the village will make it difficult for village officials to select families who are entitled to receive assistance. However, sometimes aid program are not well targeted, thus triggering a sense of injustice for other poor families. The data collection process for poor families and the selection process is still done manually, thus allowing for errors in entering data and sometimes the selection results do not match or do not meet the criteria for recipients of assistance, it will lead to misunderstandings between the community and village officials. Therefore , to prevent the recurrence of this problem, it is necessary to have an information system with a decision support system to provide recommendations for PKH beneficiary families by predetermined criteria. The decision support system using the Simple Multi Attribute Rating Technique (SMART) method is expected to provide the best recommendations with criteria that have criteria values ​​and weights. The results of the application of the Simple Multi Attribute Rating Technique method on decision support system resulted in an accuracy value of 98%, so this system can be applied in Kemudi Village to assist village officials in the process of selecting the recipients of the Family Hope Program.

A conceptual model of decision-making support of thevolunteer team in conditions of dynamic changes

The paper examines the problem of decision-making by a team of volunteers in transport logistics tasks under conditions of dynamic changes in the external environment. Transport logistics is a system of organizing cargo delivery to the place of need along a certain route. The task of transport logistics, during dynamic changes in the external environment, is a task of multi-criteria selection due to consideration of various criteria. Solving the problems of transport logistics requires the construction of aconceptual model of decision-making support, regarding the choice of the best route, taking into account all the factors that influence decision-making, and the choice of the decision-making method. The multi-criteria decision-making methodswhich are used in the transport sector are analyzed. A conceptual model of decision-making support for choosing the optimal route in the transport logistics problem is proposed. Verification of the proposed model was carried out, for which the task of choosing the bestroute of cargo transportation in the transport logistics problem was set and solved. When finding a solution, the multi-criteria decision-making methods were used: Analytic Hierarchy Process method, Multiplicative Analytic Hierarchy Process method, SimpleMulti-Attribute Rating Technique method, improved Simple Multi-Attribute Rating Technique method. The criteria used to evaluate alternative routes for cargo transportation were identified based on volunteer surveys. In order to evaluate the alternatives according to the established criteria, volunteer experts were involved, since during dynamic changes in the conditions of cargo transportation, the involvement of professional experts is a difficult task. To establish the reliability of the evaluations of alternatives according to the criteria obtained from volunteer experts, the Kendall and Spearman correlation coefficients were calculated. Analytic Hierarchy Process method, Multiplicative Analytic Hierarchy Process method, and the improved Simple Multi-Attribute Rating Technique method are found to provide the most reliable results, but the Analytic Hierarchy Process method and Multiplicative Analytic Hierarchy Process methods are more time-consuming during data inputthan the improved Smart method

Metode Simple Multi Attribute Rating Technique Untuk Sistem Pendukung Keputusan Penentuan Penerima Beasiswa

Scholarships are a work program that exists in every public, private and madrasah school. The scholarship program is held to ease the burden on students in taking the study period, especially in terms of costs. The decision-making process is basically choosing the best alternative, such as structuring the problem, determining alternatives, determining possible values for alleatory variables, setting values, time preference requirements, and risk specifications. The purpose of this study is to find out how the Simple Multi Attribute Rating Technique method can be used in making decisions for determining scholarships. The results of functional testing found that the system has been running in accordance with the system design plan that has been made previously. The results of the system's feasibility testing with answers to questionnaires from respondents who have been carried out from the answers agree and strongly agree show the percentage of 94%.

Penerapan Metode SMART untuk Rekomendasi Pencari Kerja Terbaik

PT. PLN (Persero) in serving the community requires quality human resources. The quality of employees in supporting the advancement of a company is very important, so many companies are trying to have quality employees. The way that can be done is by recruiting prospective job seekers in accordance with the criteria desired by the company, it's just that so far many companies have problems in the filing and sorting process because it is done manually, so the results do not match the criteria for the desired job seekers So we need a decision support system with the Simple Multi Attribute Rating Technique method to provide recommendations for the best job seekers with the criteria for Endurance tests, academic tests, psychological tests, laboratory tests and interview tests. The final result of this SPK is that it can provide recommendations for the best job seekers in accordance with the specified criteria.

Decision Support System Using Simple Multi-Attribute Rating Technique Method in Determining Eligibility of Assistance

Determining the viability of establishing business support for small and medium companies (UKM) is one of the activities that must be assessed carefully and selectively based on the existing evaluation at the Medan City Cooperatives and UKM Office. It is hoped that as a result of this, adequate outcomes for business development help for small and medium companies (UKM) to get assistance funding in business development can be obtained. The solution to the aforementioned issues is to construct a decision support system to aid in determining the feasibility of UKM development assistance. Smart (Simple Multi-Attribute Rating Technique) was chosen to facilitate the aforementioned problem solution by assigning weight to each choice. This decision support system demonstrates how improvements in science and technology may help the Medan City Cooperatives and UKM Office determine the feasibility of village development assistance for the right choice of SMEs based on the proper factors and calculations

The Implementation of the Simple Multi Attribute Rating Technique Method for Evaluating the Guidance Process for the Final Project of the Applied Software Engineering Technology Students

Simple Multi Attribute Rating Technique (SMART) is a method that is able to solve problems with multi criteria. In the evaluation of the final project guidance process students of applied software engineering technology are intended to identify supporting factors as well as obstacles for students in completing the final project. Used several criteria such as liveliness of guidance, guidance response, how to communicate, mastery of materials, problem solving and report writing. The problem in determining the cause of the hampered completion of the final project is the lack of tools that can help in processing the criteria data. The solution is to utilize the SMART method with multi criteria problem solving as a tool in decision making. With the utilization of this method is expected to provide solutions in evaluating the guidance process so that the results can be accepted by all students objectively. With the decision support system model, it is expected to be able to know the problem factor in completing the final project so as to help in the implementation of the final project in the next period.

The Implementation of the Simple Multi Attribute Rating Technique Method for Evaluating the Guidance Process for the Final Project of the Applied Software Engineering Technology Students

Simple Multi Attribute Rating Technique (SMART) is a method that is able to solve problems with multi criteria. In the evaluation of the final project guidance process students of applied software engineering technology are intended to identify supporting factors as well as obstacles for students in completing the final project. Used several criteria such as liveliness of guidance, guidance response, how to communicate, mastery of materials, problem solving and report writing. The problem in determining the cause of the hampered completion of the final project is the lack of tools that can help in processing the criteria data. The solution is to utilize the SMART method with multi criteria problem solving as a tool in decision making. With the utilization of this method is expected to provide solutions in evaluating the guidance process so that the results can be accepted by all students objectively. With the decision support system model, it is expected to be able to know the problem factor in completing the final project so as to help in the implementation of the final project in the next period.

Penentuan Pemberian Bantuan Smart Fishing Kepada Nelayan Menggunakan Metode SMART

Abstract- Fisheries development as part of national economic development has the aim, among others, to improve the standard of living and welfare of the fishing community. The effort to realize the Champion fisherman and Fish Warehouse program to encourage fish production in the West Java provincial government of West Jawa through the Department of Marine Affairs and Fisheries seeks to develop fishery potential through the SMART FISHING assistance program. So that the aid program is properly, an application is made to determine the fisherman who are entitled to receive assistance. The purpose of this study is producing a SAFIA application using the SIMPLE MULTI ATTRIBUTE RATING TECHNIQUE method based on a web framework that can facilitate the Department of Marine Affairs and Fisheries of West Java to determine the best group of fisherman according to the criteria for receiving assistance. The Result of making this research is how the SAFIA application works with accuracy

Decision Support System for Service Quality Using SMART and Fuzzy ServQual Methods

The Regional Technical Implementation Unit of the Tresna Werdha Social Home for the Elderly of Natar South Lampung does not yet have a systematic calculation, which can be a parameter of the quality level of each service. This study develops a system to solve the problem of the calculation gap between perceptions and expectations in determining the quality level of each service, namely the Decision Support System using the Simple Multi-Attribute Rating Technique Method (SMART) and Fuzzy Service Quality. The results showed that the SMART method obtained an accuracy rate of 85.71%, 75.00% Precision, 100% Recall, and 100% Specificity, while the Fuzzy Service Quality method obtained an accuracy rate of 71.43%, 66.67% Precision, 66.67% Recall, and 75.00% Specificity. So that the Simple Multi-Attribute Rating Technique Method (SMART Method) is superior, so it is more appropriate to solve the problem of decision-making on the level of service quality at the Regional Technical Implementation Unit of the Tresna Werdha Elderly Social Home, Natar South Lampung.

Implementation of the Simple Multi Attribute Rating Technique Method (SMART) in Determining Toddler Growth

Toddler nutritional status is an important factor in efforts to reduce child mortality. The development of community nutrition can be monitored through the results of recording and reporting of community nutrition improvement programs reflected in the results of weighing infants and toddlers every month at the Pos Pelayanan Terpadu (Posyandu/ Integrated Service Post) , where these efforts aim to maintain and improve health and prevent and cope with the emergence of public health problems, especially aimed at toddlers. However, in carrying out the health service activities of Medical Officers, faced with an important problem that is still difficult in providing information related to the results of monitoring the growth and development of infants, because information on growth and development of infants owned is obtained from the data collection done manually such as; make records and calculations to find out the condition of a toddler declared good, less, or bad. Implementation of the SMART method in Toddler's growth and development, this method can be used based on the weights and criteria that have been determined. The criteria used are based on the Anthropometric index assessment criteria. The results of the analysis are the results of ranking the greatest value to be used as the material in the decision-making process.

Decision Support System for Selection of Achieving Students Using the Multi Attribute Rating Technique Method

The background of this research is the process of selecting students in SMA Negeri 1 Sumberpucung so far is still not objective because it only looks at the best report card grades without any other process. That causes the inappropriate selection of high achieving students in SMA Negeri 1 Sumberpucung because the student is not only assessed in terms of report cards but also needs to consider other factors. So the selected students can represent the school at a higher level, namely the district and provincial levels. The purpose of this study is to build a decision support system to help selectors make the selection of high achieving students in SMA Negeri 1 Sumberpucung and assist in making decisions in the selection process of high achieving students using the Simple Multi Attribute Rating Technique (SMART) method. The stages of the research method used the waterfall software development method. In the first stage, an analysis of input and output needs is carried out, the second stage is by designing a decision support system using the SMART method, the third stage is customizing the decision support system, the fourth stage of program testing and the final stage of program implementation. The Decision support system is built based on the web and uses a MySQL database. From this research, it is expected to be able to produce an application or decision support system software. Keywords: Decision Support System; Student Achievement Selection; Simple Multi Attribute Rating Technique (SMART) DOI: 10.7176/IKM/10-5-06 Publication date: August 31 st 2020

Determining Outstanding Employee Using Simple Multi-Attribute Rating Technique Method

Employees are one of the resources used as a means of movement in promoting a company. Employee performance is highly influential on the profits obtained by the company. Therefore, to stimulate employee performance in selecting outstanding employees each period by providing additional bonuses or salaries for selected employees. However, because the process of evaluating and selecting outstanding employees carried out by managers of Human Resource Development (HRD) still uses a conventional system and takes a lot of time, so a decision support system is needed to evaluate the performance of HRD managers to be more effective and efficient while saving time and energy compared to the current system. For this reason, the author proposes a decision support system and was used to determine outstanding employee by using the simple multi-attribute rating technique (SMART) method. The Decision Support System Application applies the SMART method to help decision maker to determinate the outstanding employee and based on the table above, it was concluded that the employee recommended as an outstanding employee is employee C with the highest final score of 66.20.

The choice of district road construction by the method of analytical hierarchy process and simple multi attribute rating technique

The choice of country road construction applying the method of Analytic Hierarchy Process and Simple Multi Attribute Rating Technique for the aim of the formulation and decision-making for the choice of road construction between flexible pavement and rigid pavement. The case study takes a road in the area of Poso, Center of Sulawesi, Indonesia. Data is taken by using a detailed questionnaire and distributed to respondents at random by 30 people. From the analysis of the obtained results are as follows as the selection of the path using the method of Analytic Hierarchy Process by weighting variables long-term durability and maintenance, the Simple Multi Attribute Rating Technique method by trading and cost benefit. Based on long-term durability, road construction should be resistant to weather is the first priority, and to resistant of traffic density and the road construction must be impervious to the ground shifting. Based on maintenance. The first priority is the path should be a period of excellent treatment and ease implemented of construction. Road construction to be used based on Analytic Hierarchy Process and Simple Multi Attribute Rating Technique is the flexible pavement. The weighting of the results seen from long-term durability and maintenance are obtained that the road asphalt has the highest weight value is 61.4% while the concrete path is 38.6%. The cost of the flexible pavement has a price of Rp. 365.788.000,-value benefit of/km is 61.40%, whereas for rigid path have a price amounting is Rp. 708.029.000,-value benefit of/km is 38.60%.

Application to Determination of Scholarship Worthiness Using Simple Multi Attribute Rating Technique and Merkle Hellman Method

This research was focused on explaining how the concept of simple multi attribute rating technique method in a decision support system based on desktop programming to solve multi-criteria selection problem, especially Scholarship. The Merkle Hellman method is used for securing the results of choices made by the Smart process. The determination of PPA and BBP-PPA scholarship recipients on STMIK Triguna Dharma becomes a problem because it takes a long time in determining the decision. By adopting the SMART method, the application can make decisions quickly and precisely. The expected result of this research is the application can facilitate in overcoming the problems that occur concerning the determination of PPA and BBP-PPA scholarship recipients as well as assisting Student Affairs STMIK Triguna Dharma in making decisions quickly and accurately