scholarly journals Prediction of DOTA 2 Match Result by Using Analytical Hierarchy Process Method

2017 ◽  
Vol 2 (1) ◽  
pp. 22 ◽  
Author(s):  
Gede Adi Aryanata ◽  
Putu Suta Adya Dharma Rahadi ◽  
Yanu Prapto Sudarmojo
Keyword(s):  
Data Mining ◽  
Analytical Hierarchy Process ◽  
Training Data ◽  
Mining Method ◽  
Ahp Method ◽  
Future Data ◽  
Using Data ◽  
Hierarchy Process ◽  
Priority Levels ◽  
Process Method

This research discuss about how to predict a match result by using data mining as the foundation to make a conclusion. In this research, Analytical Hierarchy Process (AHP) is used as a main data mining method for making a prediction. AHP works by using pre-existing data events as training data to obtain predictions of future data results. This research uses four parameters to predict the result of international Dota 2 match. Those parameters are experience per minutes (XPM) and gold per minutes (GPM), matchmaking ratio (MMR) point, 3 head to head matches result, and the last 10 results matches. In its implementation, the four parameters are given different rules and priority levels to support the performance of the AHP method. The result of this study has a satisfactory level of accuracy regarding the victory estimation of the match.

scholarly journals Fuzzy Analytical Hierarchy Process Method to Determine the Quality of Gemstones

2018 ◽  
Vol 2018 ◽  
pp. 1-6 ◽  
Author(s):  
Mochammad Sobandi Dwi Putra ◽  
Septi Andryana ◽  
Fauziah ◽  
Aris Gunaryati
Keyword(s):  
Decision Making ◽  
Analytical Hierarchy Process ◽  
Fuzzy Analytical Hierarchy Process ◽  
Ahp Method ◽  
Ahp Model ◽  
Decision Making System ◽  
Hierarchy Process ◽  
Selection Of ◽  
Process Method

The selection of quality gemstones requires a special ability to select and assess the quality of gemstones to be traded. The diversity of types of gemstones and consumers becomes an obstacle in itself when the knowledge and ability of individuals to analyze the quality of gemstones is minimal. The decision-making method used is Fuzzy Analytical Hierarchy Process (F-AHP) method which is widely used in various sectors. F-AHP is easy to adapt to many decision issues; the research proposes a decision-making system using the F-AHP algorithm to analyze the quality of gemstones. The results obtained with the use of F-AHP model in the selection of quality gemstones show the highest quality of gemstones of all stones compared, Rubi 1, with a weight value of 0.152942.

scholarly journals Penggunaan Analytical Hierarchy Process (AHP) pada Penentuan Prioritas Supplier Food Chemical di PT. Garuda Hidrotive Internasional

2021 ◽  
Vol 5 (2) ◽  
pp. 149-160
Author(s):  
Nehemia Hadiwijaya ◽  
Jenie Sundari
Keyword(s):  
Decision Making ◽  
Supply Chain ◽  
Analytical Hierarchy Process ◽  
Supplier Selection ◽  
Sampling Technique ◽  
Supply Chain Performance ◽  
Ahp Method ◽  
Hierarchy Process ◽  
Selection Of ◽  
Process Method

Abstract-Supplier selection is one of the important things in purchasing activities for companies. Supplier selection is a multi-criteria problem which includes quantitative and qualitative factors. One method that can be used for supplier selection is the AHP (Analytical Hierarchy Process) method. The problems that will be discussed in this study are: (1) how is the order of priority criteria and sub-criteria in the selection of suppliers at PT Garuda Hidrotive International? (2) which supplier / supplier should PT Garuda Hidrotive International choose based on the AHP method? The sampling technique uses judgment sampling because the AHP method requires dependence on a group of experts according to the types of specialists involved in decision making. Based on the results of the analysis, the advice that can be given is, if the company will develop a partnership with suppliers, the company is preferred to choose supplier X as a supplier food chemical for the company because supplier X is the best supplier that has the highest overall value. With this partnership, the supply chain performance between suppliers and companies will be better and can facilitate the overall production activities. 

scholarly journals Sistem Pendukung Keputusan Pemberian Bantuan Kepada Keluarga Kurang Mampu Menggunakan Metode AHP

2021 ◽  
Vol 4 (1) ◽  
pp. 32-37
Author(s):  
Bobby Gersonta Ginting ◽  
Fricles A Sianturi
Keyword(s):  
Social Service ◽  
Analytical Hierarchy Process ◽  
Information Criteria ◽  
Consistency Index ◽  
Sources Of Information ◽  
Ahp Method ◽  
The Social ◽  
Hierarchy Process ◽  
North Sumatra ◽  
Process Method

Poverty is a problem that is still faced by several countries in the world, especially in Indonesia. Poverty is a condition / condition of the inability of individuals / groups of people to meet the necessities of life, both physical and economic conditions. The system of providing assistance carried out by the Social Service of North Sumatra Province uses the Analytical Hierarchy Process method. The method used in this aid system is the Analytical Hierarchy Process method in the Social Service of North Sumatra Province. The results of the weighted assumptions for each criterion are relative in nature. The criteria used in determining the receipt of assistance are job criteria, income criteria, nutritional consumption criteria (chicken, meat, milk), criteria for sources of information, criteria for medical ability, criteria for the last education of the head of the family. The method used in this research is the AHP method. AHP method is one of the methods used in the Decision Support System to determine the provision of this assistance is the Analytical Hierarchy Process (AHP). After getting the consistency index value, then look for the consistency ratio value (CR) by dividing the consistency index by the consistency random index (RI), namely CR = C1 / R1 CR = 0.09975 / 1.24 = 0.0891, the requirement for consistency CR <0.1 then the CR value that is obtained from the comparison above it is consistent.

scholarly journals PEMILIHAN PRIORITAS PROGRAM KERJA DENGAN MENGGUNAKAN METODE ANALYTICAL HIERARCHY PROCESS PADA PT. GARUDA INDONESIA CARGO

2019 ◽  
Vol 3 (1) ◽  
pp. 1-9
Author(s):  
Dimas Novrisal ◽  
Farah Almira ◽  
Eva Febrianty
Keyword(s):  
Analytical Hierarchy Process ◽  
Quality Criteria ◽  
Limited Resources ◽  
Ahp Method ◽  
Work Program ◽  
Weight Value ◽  
Final Weight ◽  
Hierarchy Process ◽  
Selection Of ◽  
Process Method

Company is required to compete and being innovated to carry out work program strategies in order to improve the service quality while deliver goods to consumers. Due to limited resources, companies need to prioritize work programs based on existing criteria. The purpose of this study is the selection of work program priorities using the analytical hierarchy process method at PT. Garuda Indonesia Cargo. This research begins with determining the criteria and alternatives that are carried out for making questionnaires, then distributing questionnaires to get priority criteria and alternatives using the AHP method. The results of data processing using the Analytical Hierarchy Process (AHP) method obtained the sequence results from each of the highest to lowest criteria and the highest weighted results were the quality criteria with the final weight value 0.71 after that followed the profit criteria with the final weight 0.29. After obtained the heightened criteria, the optimal alternative selected is Equipment with a weight value of 0.46, and followed by HR with a weight value of 0.38, then Infrastructure with a final weight value of 0.16.

scholarly journals Landslide susceptibility mapping by combining the three methods Fuzzy Logic, Frequency Ratio and Analytical Hierarchy Process in Dozain basin

2014 ◽  
Vol XL-2/W3 ◽  
pp. 267-272 ◽  
Author(s):  
E. Tazik ◽  
Z. Jahantab ◽  
M. Bakhtiari ◽  
A. Rezaei ◽  
S. Kazem Alavipanah
Keyword(s):  
Fuzzy Logic ◽  
Analytical Hierarchy Process ◽  
Landslide Susceptibility ◽  
Frequency Ratio ◽  
Slope Aspect ◽  
Susceptibility Map ◽  
Ahp Method ◽  
Landslide Susceptibility Map ◽  
Hierarchy Process ◽  
Process Method

Landslides are among the most important natural hazards that lead to modification of the environment. Therefore, studying of this phenomenon is so important in many areas. Because of the climate conditions, geologic, and geomorphologic characteristics of the region, the purpose of this study was landslide hazard assessment using Fuzzy Logic, frequency ratio and Analytical Hierarchy Process method in Dozein basin, Iran. At first, landslides occurred in Dozein basin were identified using aerial photos and field studies. The influenced landslide parameters that were used in this study including slope, aspect, elevation, lithology, precipitation, land cover, distance from fault, distance from road and distance from river were obtained from different sources and maps. Using these factors and the identified landslide, the fuzzy membership values were calculated by frequency ratio. Then to account for the importance of each of the factors in the landslide susceptibility, weights of each factor were determined based on questionnaire and AHP method. Finally, fuzzy map of each factor was multiplied to its weight that obtained using AHP method. At the end, for computing prediction accuracy, the produced map was verified by comparing to existing landslide locations. These results indicate that the <b>combining the three methods</b> Fuzzy Logic, Frequency Ratio and Analytical Hierarchy Process method are relatively good estimators of landslide susceptibility in the study area. According to landslide susceptibility map about 51% of the occurred landslide fall into the high and very high susceptibility zones of the landslide susceptibility map, but approximately 26 % of them indeed located in the low and very low susceptibility zones.

scholarly journals Analysis of Supplier Rubber Dumper XP500-R Selection as a Tool for Safety Unit Using Analytical Hierarchy Process Method (AHP) at PT ABC

2020 ◽  
Vol 5 (7) ◽  
pp. 967-973
Author(s):  
Irfan Muhamad Ramadon ◽  
Erry Rimawan ◽  
Rini Kristianti ◽  
Suryadi .
Keyword(s):  
Analytical Hierarchy Process ◽  
Service Industries ◽  
Decision Makers ◽  
Ahp Method ◽  
Expert Choice ◽  
The Right ◽  
Hierarchy Process ◽  
Process Method

The development of a nation is inseparable from the factors / roles of industry both in services and manufacturing. This is because of manufacturing and service industries are very profitable fields by various parties. The problem at PT ABC related to the procurement sector is that there are no methods for making decisions when there are many criteria and many decision makers. This affects when PT. ABC wants to buy a Rubber Dumper XP500-R as a safety unit, based on this problem the most appropriate method is Analytical Hierarchy Process. AHP method applied by the Expert Choice (EC) software can help choose the right supplier. AHP is used because it can calculate priority assesments for many criteria and many decision makers. The results of this priority assesments are CV Rafindo Raya (0.36570) as the first rank followed by CV Rekatama Tehnik (0.23320) as second, PT Dharma Geliat Sejahtera as rthird (0.22170), and the last is PT Emka Jaya Mandiri (0 , 18002).

scholarly journals DECISION SUPPORT SYSTEM IN DETERMINING THE BEST JUDO ATHLETE USING AHP METHOD

2020 ◽  
Vol 16 (1) ◽  
pp. 45-52
Author(s):  
Dinar Ajeng Kristiyanti ◽  
Garth Wishnuwardhana Pangemanan
Keyword(s):  
Analytical Hierarchy Process ◽  
Statistical Data ◽  
Ahp Method ◽  
Strong Basis ◽  
Judo Athlete ◽  
Judo Athletes ◽  
Training Team ◽  
Hierarchy Process ◽  
Selection Of ◽  
Process Method

To determine the best Judo athlete, Rajawali Judo Club of Battalion Arhanud 1 Divif 1 Kostrad has several obstacles such as making a decision in determining the best Judo athlete by the Coach and the Achievement Development which only based on experience which is estimated without the existence of any system. This results in subjectivity and the absence of a strong basis for competent objective decision making which then triggers gaps between athletes. The absence of specific criteria creates that result in not targeting the selection of the best Judo athletes. For this reason, a method, in this case, is needed to choose the AHP (Analytical Hierarchy Process) method and a number of criteria as indicators in determining the best Judo athlete. While the referenced criteria are Self-Dropping Technique (Ukemi), Slamming Technique (Nage-waza), Lockdown or Lying Technique (Katame-waza), Discipline and Achievement. The purpose of this study is expected to produce statistical data as an evaluation material for the training team to minimize or even eliminate the gap between fellow Judo athletes at the Rajawali Judo Club of Battalion Arhanud 1 Divif 1 Kostrad. The result of this study is based on Analytical Hierarchy Process calculations, obtained the most important priority criteria in determining the best Judo athlete in which the Achievement criteria with value  0.325 or equivalent to 32%, then followed by Disciplinary criteria with value 0.227 or equivalent to 23%, Slamming Technique criteria (Nage-waza) with value 0.211 or equivalent to 21%, Lockdown/Laying Technique criteria (Katame-waza) with value 0.125 or equivalent to 12% and in the last rank the Self-Dropping Technique criteria (Ukemi) with value 0.112 or equivalent to 11%.

scholarly journals Penerapan Metode Analytcal Hierarchy Process Pada Sistem Pendukung Keputusan Penerimaan Karyawan PT.SDN

2021 ◽  
Vol 8 (1) ◽  
pp. 43
Author(s):  
Yusuf Wahyu Setiya Putra ◽  
Muhamad Teguh Prayitno
Keyword(s):  
Analytical Hierarchy Process ◽  
Selection Process ◽  
System Support ◽  
Ahp Method ◽  
Basic Principles ◽  
Employee Recruitment ◽  
Hierarchical Arrangement ◽  
Using Data ◽  
Hierarchy Process ◽  
Prospective Employee

Proses seleksi penerimaan karyawan secara manual, khususnya pada proses perhitungan nilai akhir setiap calon karyawan akan sangat membutuhkan banyak waktu, apalagi apabila jumlah calon karyawan yang mengikuti seleksi sangat besar. Sistem Pendukung Keputusan (SPK) adalah sistem yang berbasis personal komputer terdiri atas beberapa komponen yaitu komponen sistem bahasa (language), komponen sistem pengetahuan (knowledge), & komponen sistem pemrosesan perkara (duduk perkara processing) yang saling berkaitan satu menggunakan lainnya, didalam merogoh suatu keputusan melalui pengunaan data-data dan contoh-contoh keputusan supaya bisa memecahkan suatu pertarungan. Dalam penelitian yang akan dilaksanakan memakai Metode Analytical Hierarchy Process (AHP). Melakukan penyelesaian menggunakan AHP memiliki kaidah - kaidah yang dimana harus memahaminya, diantaranya: penyusunan hirarki, evaluasi perbandingan berpasangan, sintesa prioritas, & konsistensi logika. Berdasarkan analisa data yang dilakukan, diperoleh konklusi bahwa sistem pendukung keputusan karyawan menggunakan metode AHP bisa merampungkan banyak sekali perkara yang terdapat diperusahaan. sistem bisa menangani pertarungan tentang rekrutmen karyawan & sistem bisa menaruh output secara seksama & sempurna dan cepat menurut output perengkingan melalui perhitungan matrik berpasangan & nilai kriteria menurut masing-masing bobot nilai yang dipengaruhi secara sahih menurut output yang diperoleh. menurut output penelitian yang dilakukan bisa diperoleh output menurut perhitungan AHP ini terbukti sangat membantu perusahaan pada melakukan penyaringan penerimaan karyawan.Kata Kunci—AHP, Sistem, Pendukung, Keputusan, SPKThe selection process for hiring employees manually, especially in the process of calculating the final value of each prospective employee, will require a lot of time, especially if the number of prospective employees participating in the selection is very large. Using data and decision models to solve a problem, this study uses the Analytical Hierarchy Process (AHP) method. The basic principles of solving problems with AHP have rules which must be understood, including hierarchical arrangement, pairwise comparative assessment, priority synthesis, and logical consistency. Based on the data analysis, it is concluded that the employee decision support system using the AHP method can solve various problems that exist in the company. The system can handle problems regarding employee recruitment and the system is able to provide accurate and precise and fast results from the results of the ranking through the calculation of paired matrices and the criteria value of each weighted value that is determined correctly from the results obtained. From the results of research conducted, it can be obtained from the calculation of AHP which is proven to be very helpful for companies in screening employee acceptance.Keywords—AHP, System, Support, Decision, SPK

scholarly journals Sistem Pendukung Keputusan Pemilihan Rumah di Kawasan Cepu Menggunakan Analytical Hierarchy Process

2019 ◽  
Vol 3 (1) ◽  
pp. 10
Author(s):  
Adhika Pramita Widyassari ◽  
Teguh Yuwono
Keyword(s):  
Decision Support ◽  
Support System ◽  
Analytical Hierarchy Process ◽  
Pairwise Comparison ◽  
Ahp Method ◽  
Pairwise Comparison Matrix ◽  
The Matrix ◽  
Different Characteristics ◽  
Hierarchy Process ◽  
Process Method

  Strategies to buy a house, consumers often experience problems in determining the house to be purchased, because each house has different characteristics. These characteristics will be used as reference considerations in determining which house to buy. In this study, the AHP (Analytical Hierarchy Process) method was used to weight the criteria and test the level of consistency with the pairwise comparison matrix. If the matrix has been consistent, then it can be continued to rank to determine the chosen alternative by using input weighting criteria obtained from the AHP method. To overcome the above problems, it is necessary to build a decision support system by implementing a ranking that can make it easier to determine House Selection using the AHP (Analytical Hierarchy Process) method. Of the 9 sample houses in the Cepu area, the highest was the Housing of Zam Zam Cepu Type 38/78 with a total value of 2,84564719.

scholarly journals Application of Analytical Hierarchy Process Method in Laptop Selection

2019 ◽  
Vol 8 (2S3) ◽  
pp. 1603-1607
Keyword(s):  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Analytical Hierarchy Process ◽  
Ahp Method ◽  
Hewlett Packard ◽  
Hierarchy Process ◽  
Selection Of ◽  
Process Method

The process of selecting a laptop must be based on the capabilities and needs of the buyer. Buyers are faced with a large selection of laptop brands with various specifications, based on that we can make a decision support system aimed to help buyers select a laptop that fits the criteria of Style, Reability and Price, and takes alternatives Samsung, HP and Lenovo. This study used Analytical Hierarchy Process (AHP) method. Obtained results from Samsung, HP (Hewlett-Packard) and Lenovo.

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