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Mudrik Mudrik; Andhi supriyadi; Dyah Palupiningtyas; Heru Yulianto; Krisna Tri Argo

JURNAL ILMIAH EKONOMI DAN BISNIS 2020 LPPM Universitas Sains dan Teknologi Komputer

This research was conducted at Patra Semarang Hotel & Convention which aims to analyze and explain the influence of leadership style and organizational culture on employee performance, and to find out which variables are most influential on tourist satisfaction.This research uses quantitative methods with 55 respondents. The validity and reliability test techniques, multiple regression analysis, hypothesis testing through the f test, t test, coefficient of determination and beta coefficient.The results showed that the level of testing was significant and positively influenced by the regression equation, Y = -0.005 X1 + 0.971 X2 and it was proven that the organizational culture variable had the most dominant influence on employee performance with a regression coefficient of 0.971. The conclusion from this study that of the two independent variables, organizational culture is a variable that has a positive effect on employee performance at Patra Semarang Hotel & Convention.

Desyanita, Lingga; Wibowo, Arief

Jurnal Elektronika dan Komputer 2020 STEKOM PRESS

A house for every human being is the main and most important need compared to others needs in general. A financial institution is an institution engaged in the financial sector where its customers are people from various walks of life with various behaviors. Lending is a business activity that carries a high risk and affects the business continuity of a banking company. The problem that is often faced in providing home loans is determining the decision to extend credit to prospective customers, while another problem is that not all home loan payments by customers can run well or commonly known as bad credit. One of the causes of bad credit is an assessment error in making credit decisions. Data mining is a process used to analyze cases in order to find the best performance of an algorithm being tested. One way to get information or patterns from a large data set is to use techniques in data mining. There are many classification methods that can be used to produce precise accuracy values. In this study, two classification algotihm methods are used in classifying the home crediting dataset, namely the C4.5 decision tree algorithm and the Naïve Bayes algorithm. The comparison of the two algorithms produces an accuracy value fo the Naïve Bayes algorithm of 36.36% and the Decision Tree C4.5 algorithm has an accuracy rate of 59.54%.

Ningsih, Pemilia Sulistyowati; Pemilia Sulistyowati; Heni Susilowati

JURNAL ILMIAH EKONOMI DAN BISNIS 2020 LPPM Universitas Sains dan Teknologi Komputer

This research is to know the Influence of Communication, Motivation, And Work Ability To Performance Of Subdistrict Officer Of Universitas STEKOM Semarang. Research data was obtained through questionnaire. The sample used in this research is 82 respondents. The data obtained were processed by using descriptive  analysis  and  quantitative  statistical  analysis.  Quantitative  analysis using multiple regression analysis to determine the effect of independent variables to  dependent  variables,  but  before  the  test  is  done  first  test  the  validity and reliability test.The result of regression analysis shows that Communication, Motivation, and Work Ability to Performance.

Fuad, Khoirul; Dela Wiradinata, Amalia Septiana

Dinamika Akuntansi Keuangan dan Perbankan 2020 Faculty of Economic and Business Universitas STIKUBANK

The certainty of disclosing local government financial reports to the public in a timely manner is one of the main factors of a local government's success in financial management. This is because financial reports are used by the public to evaluate the management capabilities of existing resources. The public wants to ensure that these resources are managed effectively and efficiently. Additionally, the accuracy of local government financial reports disclosure is also used as a basis for future decision making. This study will examine several indicators related to the time of local government financial reports disclosure in Central Java during 2015 - 2017. This study used a measure of the effectiveness of internal audit, local government measurement from the perspective of audit opinion in each region. The data in this study were secondary data, namely the audit report of the financial audit agency (LHP BPK) from each local government. Furthermore, it also comprised the performance report of state development audit agency (LKjIP BPKP) in Central Java. The data obtained will be processed using Eviews 9 analysis tool. The results of this study indicate that the Internal Audit has no significant negative effect on the Audit Lag Report, the Size of the Local Government has no significant negative effect on the Audit Report Lag, and the Audit Opinion has no significant negative effect on the Audit Report Lag.  Keywords: Audit Report Lag, Internal Audit, Local Government Measurement, Audit Opinion.

Prasetyowati, Titiek; Wiharti, Tri; Nugroho, Anwari Adi

JOURNAL OF BIOLOGY LEARNING 2020 Universitas Veteran Bangun Nusantara Sukoharjo

This study aimed to improve the learning outcomes of class VIII E students of SMP Negeri 1 Kemalang in the 2018 2019 academic year using the Guided Inquiry learning model. This research was a class action research consisting of 2 cycles. Each cycle consists of planning. observation and reflection.  Data were taken from students who were the subject of research. The technique of collecting data using observations, written tests and documentation.  The data analysis technique used comparative descriptive.  The results showed that study stated at the first cycle of student activity were 67% and learning completeness was 73%.  In cycle II, student activity was 80 %.  Already met the performance indicators ?75% of students achieved high activity criteria (? 75%).  Classical completeness increased by 87%, it has met the performance indicator, namely ? 85%. So it can be concluded that the guided inquiry learning model can improve student learning outcomes.  Keywords: learning activities, learning outcomes, guided inquiry

Fadly, Ahmad; Mansur, Ely; Iswahyuni, Iswahyuni

Jurnal Maisyatuna 2020 STAI Denpasar Bali

ABSTRAKMotivasi merupakan proses mempengaruhi atau mendorong dari luar maupun dari dalam terhadap seseorang atau kelompok kerja agar mereka mau melaksanakan sesuatu yang telah ditetapkan. Kinerja adalah hasil kerja secara kualitas dan kuantitas yang dicapai oleh seorang karyawan dalam melaksanakan tugasnya sesuai dengan tanggung jawab yang diberikan kepada karyawan. BRI Syariah KC Denpasar mempunyai strategi untuk bisa berbaur dengan masyarkat di Bali dengan memperkerjakan karyawan non muslim supaya nasabah yang non muslim bisa menerima BRI Syariah itu sendiri. Penelitian ini fokus tentang: 1. Bagaimana motivasi karyawan non muslim di PT BRI Syariah KC Denpasar. 2. Bagaimana kinerja karyawan non muslim di PT BRI Syariah KC Denpasar. Adapun tujuan dari penelitian ini adalah 1. Untuk mengetahui motivasi karyawan non muslim di PT BRI Syariah KC Denpasar. 2. Untuk mengetahui kinerja karyaman non muslim di PT BRI Syariah KC Denpasar. Jenis penelitian ini menggunakan pendekatan kualitatif yang berbentuk kalimat, kata, atau gambar berdasarkan hasil pendekatan secara langsung melaui metode wawancara secara langsung atau secara online mengenai motivasi dan kinerja karyawan non muslim yang dipraktekan di BRI Syariah KC Denpasar. Wawancara ini dilakukan kepada para informan dalam hal ini adalah pemimpin perusahaann dan karyawan non muslim di BRI Syariah KC Denpasar. Hasil yang diperoleh: 1. Adanya dorongan dari luar untuk menumbuhkan semangat dalam bekerja yang diberikan oleh perusahaann seperti gaji yang sesuai, harapan yang terpenuhi dan bonus bagi karyawan yang berpestasi akan manambah semangat bekerja karyawan non muslim di BRI Syariah KC Denpasar dan menghasilkan karyawan yang memiliki kinerja lebih baik lagi. 2. Apabila Kinerja karyawan non muslim baik dalam bekerja maka tujuan BRI Syariah KC Denpasar akan terwujud yaitu menjadi perbankan yang rahmatal lil ‘alamin.   ABSTRACTMotivation is the process of influencing or encouraging from outside or from within a person or work group so that they are willing to carry out something that has been determined. Performance is the work result in quality and quantity achieved by an employee in carrying out his duties in accordance with the responsibilities assigned to the employee. BRI Syariah KC Denpasar has a strategy to be able to mingle with society in Bali by employing non-Muslim employees so that non-Muslim customers can accept BRI Syariah itself. This study focuses on: 1. How is the motivation of non-Muslim employees at PT BRI Syariah KC Denpasar. 2. How is the performance of non-Muslim employees at PT BRI Syariah KC Denpasar. The objectives of this study are 1. To determine the motivation of non-Muslim employees at PT BRI Syariah KC Denpasar. 2. To find out the performance of non-Muslim employees at PT BRI Syariah KC Denpasar. This type of research uses a qualitative approach in the form of sentences, words, or images based on the results of the direct approach through direct or online interviews regarding the motivation and performance of non-Muslim employees practiced at BRI Syariah KC Denpasar. These interviews were conducted with informants, in this case, company leaders and non-Muslim employees at BRI Syariah KC Denpasar. The results obtained: 1. The encouragement from outside to foster enthusiasm for work given by the company such as appropriate wages, fulfilled expectations and bonuses for high-performing employees will increase the enthusiasm for work of non-Muslim employees at BRI Syariah KC Denpasar and produce employees who have even better performance. 2. If the performance of non-Muslim employees is good at work, the goal of BRI Syariah KC Denpasar will be realized, namely to become a banking that is rahmatal lil 'alamin.

Rusmayani, Rusmayani; Fahsya, Muhammad Akhid; Khoeron, Khoeron

Jurnal Faidatuna 2020 STAI Denpasar Bali

The Digital Report Card (ARD) application is a web-based application system that is expected to be able to change the work pattern of teachers from manual patterns to digital patterns and is expected to make it easier for teachers to make assessments of students even to print report cards and evaluate the value of student learning outcomes. The objectives of this study are; (1) To find out that there is a relationship between the use of the Digital Report Card Application and the performance of Public SD teachers in Tuban Village, Badung 2019-2020; (2) to find out how much the relationship between the Digital Report Card Application and the performance of Public Elementary School teachers in Kelurahan Tuban, Badung 2019-2020. This research is correlational quantitative which is used with saturated sample method with 46 samples. Data collection techniques used as premiere data, observation and documentation as secondar data is to use questionnaires the data is analyzed with the product moment formula. The results showed that it is known that r count 0.293 is greater than r table 0.291. So that there is a relationship between the use of the digital report card application on teacher performance. If interpreted in the table the value of r, the relationship is low or weak. 2) the digital report card application variable (X) has a contribution of 8.6% to the teacher performance variable (Y) and the rest is 91.4% influenced by other factors not examined in this study.

Armiati, Armiati; Kusjuniati, Kusjuniati; Kurniawati, Kurniawati

Jurnal Maisyatuna 2020 STAI Denpasar Bali

Dalam pengelolaan zakat profesi mulai dari perencanaan, pengorganisasian, pelaksanaan, dan pengawasan terutama dalam menghimpun dan menyalurkan zakat profesi tentu yang menjadi tujuan utama adalah terciptanya pemerataan dan kemaslahatan umat. Meningkatkan kepuasan serta komitmen muzakki dapat mempertahankan kepercayaan dan loyalitas muzakki berzakat sehingga terciptanya kesadaran untuk senantiasa menyisihkan sebagian harta untuk memberdayakan golongan tidak mampu. Tujuan penelitian adalah untuk mengetahui: 1) Pengelolaan zakat profesi dalam meningkatkan loyalitas muzakki di Baznas Kota Denpasar. 2) Tingkat loyalitas muzakki di Baznas kota Denpasar. Metode penelitian ini menggunakan metode deskriptif dengan pendekatan kualitatif. Informan terdiri dari 12 orang yang dipilih dengan menggunakan teknik purposive. Pengumpulan data yang diperoleh berdasarkan fakta dan data melalui observasi, wawancara, dan dokumentasi. Teknik analisisis data meliputi reduksi data, penyajian data, dan penarikan kesimpulan. Hasil penelitian yang diperoleh: (1) Analisis pengelolaan zakat profesi Baznas Kota Denpasar dalam hal ini menggunakan langkah-langkah yaitu perencanaan, berkaitan dalam menetapkan, merumuskan, mengidentifikasi, dan mengembangkan. Pengorganisasian, dalam hal ini menggunakan persepsi dan sikap yang diharapkan dapat memaksimalkan tujuan pengelolaan. Pelaksanaan, berkaitan dengan kinerja pengelola zakat yang selama ini menggunakan Standar Operasional Prosedur (SOP). Pengawasan, berkaitan dengan kondisi pengelolaan zakat profesi yang masih stabil. (2) Tingkat loyalitas muzakki ditinjau dari kepuasan, komitmen, serta kesukaan produk muzakki dapat dinilai dari besarnya pernyataan rasa puas dan bentuk kepedulian muzakki terhadap sesama dalam berzakat di Baznas Kota Denpasar   ABSTRACTIn the management of professional zakat starting from planning, organizing, implementing, and supervising, especially in collecting and distributing professional zakat, of course the main goal is the creation of equality and the benefit of the people. Increasing the satisfaction and commitment of muzakki can maintain the trust and loyalty of muzakki to tithe so as to create awareness to always set aside some of the assets to empower the poor. The research objectives were to determine: 1) Management of professional zakat in increasing muzakki loyalty at Baznas Denpasar City. 2) The level of muzakki loyalty at Baznas Denpasar city. This research method uses a descriptive method with a qualitative approach. The informants consisted of 12 people who were selected using a purposive technique. Collecting data obtained based on facts and data through observation, interviews, and documentation. Data analysis techniques include data reduction, data presentation, and drawing conclusions. The research results obtained: (1) Analysis of the professional zakat management of Baznas Denpasar City in this case uses the steps, namely planning, related to determining, formulating, identifying, and developing. Organizing, in this case using perceptions and attitudes which are expected to maximize management objectives. Implementation, related to the performance of zakat managers who have been using Standard Operating Procedures (SOP). Supervision, related to the condition of professional zakat management which is still stable. (2) The level of muzakki loyalty in terms of satisfaction, commitment, and liking of muzakki products can be assessed from the magnitude of the statement of satisfaction and the form of muzakki's concern for others in tithing at Baznas Denpasar City.

Arsito Ari Kuncoro; Eko Haryono; Paulus Hartanto

Jurnal Elektronika dan Komputer 2020 STEKOM PRESS

STEKOM College which has branch campuses in several places. Employee performance appraisals are carried out by superiors and branch campus coordinators using Ms. Excel. The results of the performance assessment are sent to the staffing department via e-mail. The personnel department will recap the results of the performance appraisal to be conveyed to the leadership. This assessment process takes a long time and tends to be inefficient. In this study, a web-based Employee Performance Appraisal System was developed that can be accessed online by relevant appraisers at the central campus and STEKOM branch campuses. The System Development Method uses a Research and Development (R&D) approach. Assessment elements include 6 (six) aspects, namely: Service Orientation, Integrity, Commitment, Discipline, Cooperation and Leadership. The results of the performance appraisal of educators (lecturers) apart from being used internally as a measurement of lecturers' work behavior, can also be used externally for the assessment of work behavior when the lecturer makes Employee Performance Targets (SKP), as well as being used to assess the performance of education personnel. System modeling uses the Unified Modeling Language (UML). Making the source code program using the Hypertext Preprocessor (PHP) programming language with a web-based MySQL database using Notepad ++ software. The results obtained from the use of the employee performance appraisal system, performance reports can be obtained more quickly, making it easier for the staffing department to obtain data on employee performance appraisals effectively and efficiently.

Zaenal Mustofa; Arsito Ari Kuncoro; Rizky Aji Prasetyo

Jurnal Elektronika dan Komputer 2020 STEKOM PRESS

Decision Support System in Employee Performance Appraisal is a web-based system used to support decision making for outsourcing employee contract extensions. This study aims to provide a decision support information system in employee performance appraisal so that employee performance appraisals and employee contract extension decisions can be carried out systematically. Currently, employee performance appraisals and decision making for employee contract extensions are still done manually using spreadsheets. The method used in the design of decision support systems in the web-based employee performance appraisal is the method of calculating the assessment using the AHP (Analytic Hierarchy Process) method and the prototype system development method. The design of this system provides convenience to the personnel staff and the head of personnel in assessing and making decisions for employees who are about to expire their contract. The system can also be a means for personnel staff in accessing reports on employee data whose performance has been assessed by the division head and makes it easier for personnel staff to make decisions on employee contract extensions. With the system, employees will be more motivated to do their job better.

Nursyamsiyah Nursyamsiyah; Nur Qamariyah

Jurnal Fisioterapi dan Ilmu Kesehatan Sisthana (JUFDIKES) 2020 Stikes Kesdam IV/Diponegoro Semarang, Indonesia

Leadership is an activity used to influence the behavior of other people so that they are willing to be directed to achieve certain goals, one of which is improving the performance of nursing services. Performance is an effort made from the results of work that can be achieved by a person or group of people in an organization in accordance with their respective authorities. This research method uses an analytical observational research design with a cross sectional study approach. The research population was all nurses at the Ridge Community Health Center, totaling 55 people with a sample size of 55 people, the sampling technique used total sampling technique. The instrument used for data collection was a questionnaire. The research results showed that the majority of respondents were women (72.7%) with a D3 education (76.4%) aged 21-30 years (40.0%) with a length of work of 1-10 years (52.7%). The results of statistical tests show that there is no relationship between authoritarian (p=0.185) and democratic (p=0.128) leadership styles on nurse performance. Meanwhile, there is a relationship between participative leadership style (p=0.000) and Laizes Faire (p=0.000) on nurse performance. Based on the research that has been carried out, it can be concluded that at the Ridge Community Health Center, the Participative Leadership Style (p=0.000) and Laizes Faire (p=0.000) are implemented, resulting in greater performance of good nurses compared to less good performance of nurses.    

Pipin Lestari; Widhian Hardiyanti

Jurnal Ilmiah Komputerisasi Akuntansi 2020 Universitas Sains dan Teknologi Komputer

Indonesia is a country with the largest Muslim population in ASEAN, but in Islamic banking Indonesia is still lagging behind Malaysia. This study compares the financial performance of Islamic banking in both countries with the CAMEL method. There are five aspects to the CAMEL approach, namely Capital Adequacy (CAR), Asset Quality (NPF), Management Quality (NPM), Earnings (ROA, BOPO), and Liquidity (FDR). The analytical tool used is a different t-test to find out whether there is a difference or not between the financial performance of Indonesian and Malaysian sharia. From the results of data analysis with the Independent t-test three variables namely (NPF, NPM, BOPO) showed significant differences, while the variables (CAR, ROA, and FDR) there were no significant differences between Indonesian and Malaysian banks.

Anshory, Izza; Hadidjaja, Dwi; Jakaria, Ribangun Bambang

Dinamik 2020 Universitas Stikubank

BLDC motor applications used in various forms in instrumentation, robotics, household, and transportation. One application of transportation equipment used as a propeller of electric bicycle vehicles. The value of the bicycle vehicle adjusted to the speed set, the amount that has determined. The purpose used in this study is to improve the efficiency of the regulation of BLDC motors on electric bicycles. Indicators of increasing performance are increasingly steady-state errors, and transient response required. The method used in this research is to do mathematical modeling in the form of transfer and optimization function equations. The model used is the model with the structure of the transfer function, while the optimization method used in this study is the Ziegler-Nichols method and firefly algorithm. The firefly algorithm is used in this study to obtain optimal Kp, Ki, and Kd values. The results showed that the firefly algorithm achieved better performance compared to the Ziegler-Nichols method.

Bima Jodhi Satria; Sumaryanto

Jurnal Elektronika dan Komputer 2020 STEKOM PRESS

This study generally aims to design an information system that can handle problems in putting and sorting goods into warehouses at CV. Sekar Intan KIC Gatsu, Semarang. In terms of using the Information System, CV. Sekar Intan KIC Gatsu, Semarang. In the transfer and sort of goods in the warehouse still using a manual system when the implementation, warehouse employees must take and place the goods to the warehouse that has been determined each - each type of item, so employees must calculate the number of items when the goods take place, here various problems occur, because it requires some HR to manage the warehouse performance process at CV. Sekar Intan. To support the research, researchers used Research and Development (R & D) research methods through the microcontroller-based moving robot design simulation design stages that have been tested by experts declared valid with Valid validity levels and final product development design simulation prototypes carried out. goods transfer robot uses Arduino IDE development software that is integrated with Arduino Mega 2560, 6 pin line sensor, dc motor, motor driver, servo motor, motor driver, lcd, and has been tested in the field by General Adv. Administration and HRD as users / users and stated to be very effective. Based on the results of the research and discussion, it can be concluded that the robot design system developed can overcome the problems in the old system on the CV. Sekar Intan KIC Gatsu Semarang, so as to produce a system that can facilitate work processes and parking processes for employees to be more effective and efficient.

miftah, miftah; Febri Sukmawati

Jurnal Ilmiah Komputerisasi Akuntansi 2020 Universitas Sains dan Teknologi Komputer

The purpose of this study is to implement the digitization of accounting through the adoption of financial management accounting information systems. Accounting digitalization is needed for automated financial transaction management and results in a fast, accurate, and transparent reporting system. The approach used in building financial management accounting information systems is the accrual basis method, the research method used is the method of research and development (R&D) with a prototype system development model. The results of this study indicate that the digitalization of accounting by implementing financial management information systems at As shifa clinics shows that the information system can work as expected and is able to meet needs. Based on the results of testing the effectiveness of the old system compared to the new system it can be concluded that the performance of financial management in the As Shifa clinic using the new system is more effective than using the old system.

Siswanto Siswanto; Maya Utami Dewi

JURNAL ILMIAH EKONOMI DAN BISNIS 2020 LPPM Universitas Sains dan Teknologi Komputer

The development of smartphones today is very rapid and can not be separated in everyday life in finding information or making information and in all fields of work requires communication tools to access data and information, it is no wonder in terms of smartphone work being an inseparable part separate, this research I use smartphone especially Android which is currently one of the operational systems that are commonly used by the public especially Indonesia so that it can be used to help team performance in the field in this case Merchandiser in conducting Data Processing Asset Material Promotion Using Qr Code to monitor and control the allocation of promotional material assets in the field to facilitate reporting of promotional material assets. QR Code is a two-dimensional matrix code or barcode that comes from the word "Quick Response", where the contents of the code can be deciphered quickly and precisely, Optimizing the use of applications in this case QR code to facilitate monitoring and control of promotional materials in the field which will help merchandiser to help make it easier to do work in the field and directly connected to the admin computer at the head office, so it will be easy, fast, and accurate.

Hani Krisnawati

Jurnal Ilmiah Komputerisasi Akuntansi 2020 Universitas Sains dan Teknologi Komputer

This study aims to analyze the financial performance of the Salatiga Current Group Expedition, this study uses a descriptive qualitative approach. The research data are in the form of financial reports of the Current Expedition Group from 2014 to 2018. The research was conducted at the Current Expedition Group for 3 months which took place during August to October 2019. The purpose of this study was to look at the company's financial performance of the Current Expedition Group, reviewed in terms of liquidity, solvency and profitability by using descriptive research methods and data collection techniques in the form of documentation / literature in the form of secondary data, namely the annual report of the Current Expedition Group. 

Priyo Nugroho Adi; Susana Ayu Handayani; Toni Prahasto

Jurnal Elektronika dan Komputer 2020 STEKOM PRESS

In all section of inventory management, including inventory management in a hospital, minimize cost and ideal inventory accommodation against demand has always been a primary goal (Varghese, 2012). Nearly a third of the operational success of a hospital is in the field of medical supplies. In its usual way, inventory  management in hospitals using the approach to the demand usage, the characteristics of the item and the estimate of the demand. The model presented in this study accommodates that common approach which use a combination of inventory safety stock limit, Economic Order Quantity, and reorder point in a information system dashboard that capable to provide quick and easy information about the condition of inventory management. The result of the system are used for the hospital pharmaceutical inventory management in integration with the INACBGs  to optimize the inventory performance.  

Aji Priyambodo; Prihati Prihati

Jurnal Elektronika dan Komputer 2020 STEKOM PRESS

Classification is one of the most widely used techniques in machine learning. Text classification is the process of classifying data according to pre-determined groups or classes. Where in most cases, text classification uses labeled training data to obtain the rules used to classify test data into predefined groups. In this study, it is proposed to use CountVectorizer for Indonesian text classification which will be compared with TF-IDF Term Weighting and its three feature levels, namely Character Level, Word Level and N-gram Level as feature extraction which is implemented together with Naive Bayes classification and the BPPPTIndToEngCorpusHalfM dataset. To compare the classification performance, this study uses 10-Fold Cross Validation and Split Data using a ratio of 90:10, while to evaluate the accuracy of the authors using the F1-Score and AUC with the hope that this study will get good accuracy results so that it can be used as a reference to be developed using another method. The F1-Score accuracy obtained in this study was 0.93 and the AUC score was 0.95.

Safuan Safuan

Jurnal Elektronika dan Komputer 2020 STEKOM PRESS

Chronic kidney failure is the failure of kidney function in maintaining metabolism and fluid and electrolyte balance in the body. Chronic kidney disease initially does not show significant symptoms and signs but can develop rapidly into kidney failure. Kidney disease can be prevented and treated if known earlier. One way to find out chronic kidney failure is to detect using data mining. Iterative Dichotomiser 3 (ID3) algorithm is one of the classification methods and is a type of method that can map or separate two or more different classes. Based on the measurement of performance classification of 80% of training data from 400 data used, it shows that the accuracy value reached 96.25%. It can be concluded that the ID3 Algorithm method is feasible to be used in research predictions for chronic kidney failure.