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Aplikasi Tool Prediksi Penerimaan Peserta Didik Baru Menggunakan Algoritma Anfis (Studi Kasus: Sekolah Menengah Kejuruan Migas Cepu) - STTR Cepu, Joko Handoyo
SPEED - Sentra Penelitian Engineering dan Edukasi Vol 12, No 1 (2020): Speed Januari 2020
Publisher : APMMI - Asosiasi Profesi Multimedia Indonwsia

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Abstract

Abstract - Students is important component in an educational institution, new students who enroll in Cepu Oil and Gas Vocational School in 2012 were 475, in 2013 were 526, in 2014 were 687, in 2015 were 785, 2016 were 648, and in 2017 were 461. New students who register has increases and decreases for every year, it caused changes any policies taken by the school principal to optimize the provision of facilities and teaching force.The new student acceptance prediction is needed to support decision making and policy planning in the future, therefore the authors conducted a study to predict new student admissions based on the time series data obtained from Cepu Oil and Gas Majority High School in the form of prediction applications using the Adaptive Neuro algorithm Fuzzy Inference System (ANFIS) which is processed using matlab. Predictive error value of manual calculation is calculated using MAPE method (Mean Absolute Percentage Error) and prediction error calculation with prediction application is calculated using the MAPE and RMSE methods (Root Mean Squared Errors).The results of this researches is the number of new students who enrolled in 2018 is 607,327 with a percent error value of 0.00333682% calculated using the MAPE method and the average error of 0.151786 was calculated using the RMSE method. Predicted results can be used as references in supporting decision making by the Cepu Oil and Gas Vocational High School Principal.Keywords: Application, Prediction, Adaptive Neuro Fuzzy Inference System, Time-series Data. 
RANCANG BANGUN SISTEM INFORMASI GEOGRAFIS DENGAN FUZZY MULTIPLE CRITERIA DECISION MAKING UNTUK PEMILIHAN LOKASI PRIORITAS UNTUK PENGEMBANGAN PERUMAHAN DAN PERMUKIMAN DI KAWASAN BLORA Joko Handoyo; Agus Darwanto; Suprawikno Suprawikno
SIMETRIS No 18 (2014): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

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Abstract

Housing and Settlement is one of the basic human needs in order to improve people's welfare and equity . No real problems facing aspects develops regardless of the dynamics of public life and government policy in managing existing problems . In addressing the issue of housing and settlements , each process is implemented gradually through the stages of the preparation , planning , implementation , management , maintenance , and development . The software has been created it can be used to solve decision-making to some alternative decisions to be taken with some of the criteria that will be taken into consideration by using Fuzzy Multiple Criteria Decision Making to get a decision alternative with the highest priority as an optimal alternative . The software has been created it can be used to solve the decision to seek the determination of the optimal location for residential development based on criteria SNI 03-1733-2004 . From the test results it can be concluded that by using Fuzzy Multiple Criteria Decision Making can be set on locating residential development consisting of three integral alternative location . Integral is the location of diagnosis results obtained optimal location , with a degree of optimism either 0 , 0.5 and 1
SISTEM INFORMASI KEPEGAWAIAN BERBASIS WEB (Studi Kasus: Sekolah Tinggi Teknologi Ronggolawe Cepu) Azizah Fajr; Joko Handoyo
SIMETRIS Vol 9 No 2 (2015): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

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Abstract

Employees is an important subject in an organization. In the absence of a good employee, your organization will be difficult todevelop because of the strength of any organization lies in its employees who manage and handle it. In fixing the system regulating themanagement of staffing at the high school of Technology Cepu Ronggolawe needed a fast, precise and accurate. To avoid ineffectiveness, thedeficiency, and to improve performance in serving the prospective employees, then the required development of the system by changing intoa web-based information systems.Using the approach through several stages for analyzing and designing the system, the process is developed through the use of thecycle of activities and users specifically Analyzer (structured), that is the method of SDLC (System Development Life Cycle) and the waterfallmodel consists of the planning phase of the system, analysis, design, coding, testing, and maintenance. Testing instruments done through testfunctionality and black box testing. In this system for the creation of web-based programs online using Laravel programming language andMySQL by using the Sublime Text 2.Staffing information system is expected to ease the staffing section in the Cepu STTR Staffing process data. The end result of testfunctionality of information systems personnel declared worthy in terms of functionality, with 100% results on black box testing to testing ofsuitability characteristics and accurancy.
Rancang Bangun Sistem Pendukung Keputusan Seleksi Penerimaan Siswa Baru dengan Metode Fuzzy Tahani (Studi Kasus di SMK Migas Cepu) Joko Handoyo
SIMETRIS Vol 10 No 1 (2016): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

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Abstract

Selection of new students is a process of screening and selection of students whose academic ability is the best candidate to study in aneducational institution that needs to be determined quickly and accurately. In terms of determination of new student candidates it isnecessary to consider several considerations that are quite complicated and that is the standardization of values, school entry requirementsand policies of government and educational institutions that change frequently every year. Schools that many parents choose as a place fortheir children to go to school is a favorite school. Favorite schools in society, have parameters that become the needs of society. So it can beconcluded, the choice of society to a school is a rational consideration based on the wishes of parents for their sons and daughters get adecent education and quality. The process of assessing the selection of new admissions is done by more than one assessor, so that it needs toinfer the value data. Previously the conclusion process is still experiencing difficulties, especially for subjective value data (value is obtainedbased on one's point of view). Based on these matters, the authors conduct research on the need for new admissions selection to obtain abenchmark development of a new decision support selection selection system. This application is a decision support system, which aims toprovide support for manager's consideration without having to replace the manager function. In research, the system aims to providesupport to the school in determining the selection of new student candidates. Furthermore, the decision-making process until the evaluationstage of alternative selection. This is useful for facilitating decision-makers related to the selection problem of new admissions, so that willget the most worthy students received at the school. In the study, alternative decisions in the form of new prospective students, while theattributes in the form of assessment elements tailored to the needs of the school. The need for different new admissions selection and thenumber of irregular assessors or more than one person led to the need for a better method of completion in the process of selecting newstudents. The method used in decision selection selection of new students is Fuzzy Tahani Logic. With the application of decision supportsystem selection selection of new students is expected to facilitate decision makers to be expected to help and facilitate the assessment teamin determining new students who are eligible to be accepted. The result of the highest percentage value in this study, the success of decisionsupport system for new admissions candidate based on fuzzy tahani method is Value a = 0.60, Value b = 0.75, Value c = 0.99.
SISTEM INFORMASI PENERIMAAN MAHASISWA BARU BERBASIS WEB (Studi Kasus: Sekolah Tinggi Teknologi Ronggolawe Cepu) Bella Rizky; Joko Handoyo
SIMETRIS Vol 10 No 1 (2016): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

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Abstract

Admission of new students (PMB) is an activity of the new candidate selection was held each year on the basis of the value of thetest results and rapot to be accepted in college. Information system web-based admissions this particular online registration can be onealternative implementation activities of the admission of new students in a high school Technology Ronggolawe.The research method used was the development of the system, namely experiments for designing information systems Web basedadmissions. Ronggolawe. This software development method also uses a System Development Life Cycle (SDLC) with a waterfall modelconsisting of the planning phase of the system, analysis, design, coding, testing, and maintenance. Testing instruments done through testfunctionality and black box testing. Admissions information system using Codeigniter as a Framework.Resolve the matter, a single information system Web-based Admissions which will make it easier for the Committee in the processdata registries on the admissions process, thus generating the quickly information, easily and accurately. The result of test functionality ofthe admission information system stated worth in therm of functionality, with 100% result on black box testing of suitability characteristicsand accurancy.
Analisis Perkiraan Kebutuhan Energi Listrik Jangka Panjang Di Propinsi Jawa Tengah Sampai Tahun 2024 Dengan Metode Regresi Linier Berganda Joko Handoyo
SIMETRIS Vol 10 No 2 (2016): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

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Abstract

Electrical energy is a very important energy in life today. Planning needs of electrical energy is also one of the important thingsthat must be considered. The higher the need for electrical energy from year to year, electricity producers must be prepared toavoid the lack of electrical energy. So in the future that the small chance of a crisis of electrical energy needs. To be able to estimatethe electrical energy needs 9 years to 2024 until 2024 will be used multiple linear regression method using the data of the past thatcan be used in predicting the pattern of events in the future. The demand for electrical energy is expected to refer to the electricityneeds of 4 sectors, namely the household sector, the industrial sector, the business sector and the commercial sector. Researchneeds in each sector will be determined using multiple linear regression method with independent variables ie energy needs whilethe independent variables are population, Gross Regional Domestic Product (PDRB), the number of electricity customers and thebasic price of electricity. The result of research of electric energy requirement with multiple linear regression method using visualprogram of basil 2010 gives ease and accelerate calculation to get electric energy requirement, which result obtained in 2016,2017, 2018, 2019, 2020, 2021, 2022, 2023 and 2024 namely 183894 Gwh, 18775 Gwh, 19158 Gwh, 19540 Gwh, 19906 Gwh,20289 Gwh, 20669 Gwh, 21053 Gwh, 21436 Gwh. The significance test obtained from all sectors is Fcount> Ftable, whereas fordetermination coefficient produced by household sector 99%, industrial sector 98%, commercial sector 99% and public sector99%.
SISTEM INFORMASI PENGELOLAAN ASET (Studi Kasus: PPSDM MIGAS Cepu) Joko Handoyo
SIMETRIS Vol 11 No 1 (2017): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

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Abstract

Asset Management Information System is an integrated totality consisting of processing equipment including collectors, procedures, processingpersonnel and software. Asset Manager is an important subject in an organization. Humans have the ability to move all organizational resources.Without a good asset manager, the organization will be difficult to develop because the strength of every organization lies in the employeewho manages and handles it. In improving the asset management system in PPSDM MIGAS Cepu with emphasis on information system,required a system that is relatively fast, precise and accurate. To avoid inefficiencies, inefficiencies and to improve asset managementperformance in maintaining and managing assets in the relatively large and large number of MIGAS PPSDM Cepu and scattered in severalplaces in Cepu. By using the approach through several stages to analyze and design the system, the process is developed through the use of acycle of activity analyzer and user in a specific (structured), the method SDLC (System Development Life Cycle) with waterfall model. In thissystem for programming using PHP (PHP : Hypertext Prepocessor) and MySQL (My Structured Query Language) programming language byusing CodeIgniter. This information system consists of components of asset registration, classifying the type of asset according to the standardasset code, assigning the asset responsible, establishing the condition of the asset and later depreciating the asset value so that the asset can bemanaged properly, deleted if the condition is damaged, and the removal from the list assets of PPSDM Migas Cepu.
SISTEM INFORMASI TUGAS AKHIR BERBASIS WEB (Studi Kasus: Sekolah Tinggi Teknologi Ronggolawe Cepu) Erviana -; Joko Handoyo
SIMETRIS Vol 11 No 1 (2017): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

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Abstract

The final project is a scientific paper compiled by every final semester student to obtain a bachelor degree or three diploma basedon the problem or research as a graduation requirement in accordance with their respective fields. The process of final project guidance atRonggolawe High School of Engineering (STTR) Cepu which is still manual causing the students difficulties in face-to-face directly with thesupervisor or head of study program because of the timing of the less precise or less effective and there is no system information finalproject, Data has not been stored neatly.To overcome these problems it is necessary to design an Online Task Information System on High School Engineering Ronggolawe(STTR) Cepu. Online final project system to facilitate students in the process of making the final project.The author solve the problem using life cycle system (SDLC) method with waterfall model. The development of this system includesthe process of submitting the title made by the students to the head of study program, proposal guidance process and final report on thesupervisor. The result of the functionality test of the final assignment information system is considered feasible in terms of functionality, with100% result in black box testing for testing of sub-characteristics of suitability and accurancy. It is expected that this system can help thestudents in the final task guidance process to be more efficient and better.
APLIKASI TOOL PREDIKSI PENERIMAAN PESERTA DIDIK BARU MENGGUNAKAN ALGORITMA ANFIS (Studi Kasus: Sekolah Menengah Kejuruan Migas Cepu) Joko Handoyo
SIMETRIS Vol 11 No 2 (2017): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

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Abstract

Students is important component in an educational institution, new students who enroll in Cepu Oil and GasVocational School in 2012 were 475, in 2013 were 526, in 2014 were 687, in 2015 were 785, 2016 were 648, and in 2017 were461. New students who register has increases and decreases for every year, it caused changes any policies taken by the schoolprincipal to optimize the provision of facilities and teaching force.The new student acceptance prediction is needed to support decision making and policy planning in the future,therefore the authors conducted a study to predict new student admissions based on the time series data obtained from CepuOil and Gas Majority High School in the form of prediction applications using the Adaptive Neuro algorithm Fuzzy InferenceSystem (ANFIS) which is processed using matlab. Predictive error value of manual calculation is calculated using MAPEmethod (Mean Absolute Percentage Error) and prediction error calculation with prediction application is calculated using theMAPE and RMSE methods (Root Mean Squared Errors).The results of this researches is the number of new students who enrolled in 2018 is 607,327 with a percent errorvalue of 0.00333682% calculated using the MAPE method and the average error of 0.151786 was calculated using the RMSEmethod. Predicted results can be used as references in supporting decision making by the Cepu Oil and Gas Vocational HighSchool Principal.
SISTEM INFORMASI ALUMNI (TRACER STUDY) BERBASIS WEB (Studi Kasus : Sekolah Tinggi Teknologi Ronggolawe Cepu) Novita Tiyana Putri; Joko Handoyo
SIMETRIS Vol 11 No 2 (2017): SIMETRIS
Publisher : Sekolah Tinggi Teknologi Ronggolawe Cepu

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Abstract

High school Technology Ronggolawe (STTR) Cepu was one of the colleges that have the obligation to provide the media withinformation about alumni in order for the establishment of good communication between fellow alumni. Therefore the authors do a researchby designing information systems alumni, such as courses, year of graduation, the place of work as well as other information related toalumni.The purpose of this research is able to collect and maintain accurate data and serves from alumni. The design of informationsystems is modeled into the diagrams in the UML (Unified Modeling Language). Programming using PHP-based Framework. FrameworkCodeIgniter developed to facilitate in developing application structure file source code using the approach the concept of MVC (Model ViewController). System development method of SDLC (System Development Life Cycle) in the model of the waterfall. The research of usingtesting functionality testing and black box testing.The results of test functionality of information systems alumni (tracer study) were declared worthy in terms of functionality, with100% results on black box testing. This research is expected to help high schools Technology Ronggolawe (STTR) Cepu in performing datastorage management and alumni.