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All Journal Informatik : Jurnal Ilmu Komputer Jurnal ELTEK Inovate : Jurnal Ilmiah Inovasi Teknologi Informasi
Faizah, Arbiati
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Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering

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Journal : Inovate : Jurnal Ilmiah Inovasi Teknologi Informasi

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OPTIMASI PENJADWALAN MATAKULIAH MENGGUNAKAN ALGORITMA GENETIKA DI FAKULTAS TEKNOLOGI INFORMASI UNIVERSITAS HASYIM ASY’ARI Ilham Zulhardani, Muhammad; Sujatmiko, Bambang; Faizah, Arbiati
Inovate Vol 4 No 2 (2020): Maret
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v4i2.690

Abstract

Scheduling is a process schedule or entering data into a schedule. In academic sector, scheduling is used toschedule course subjects. In the Faculty of Information Technology Hasyim Asy’ari University schedule is madefor the study programs for Bachelor of Computer Science (S1), Bachelor of Information System (S1), and AssociateDegree of Information Management (D3). However there are 4 students academic years in each degree or studyprogram. The room provided is only 5 rooms and lecture time starting from Saturday to Wednesday with lecturehours starting at 08.00 a.m until 6 p.m. Furthermore the scheduling still made by using Microsoft Excel. The casesoften cause a schedule crash. Therefore it is necessary to use an application of scheduling optimation in order tominimize the schedule crash. Optimization problems often solved using genetics algorithm. Genetics algorithm ispretty good to used in scheduling the course subjects because it is able to finish multi-criteria cases and multiobjectivesmodeledasbiologyandevolution.Theresultresearchshowsthattheschedulethathasbeenmadehas anerrorvalueof21,6%withfitnessvalueof0,05andthenumberofschedulecrashis19crashes.Thefitness valueisresultedfromthecombinationofgeneticsparameterthatisthepopulationsize is 100, crossover 0,7,mutation 0,3 and generation 500. The schedule settlement cannot reach a perfect value because in this case theclassroom number is this scheduling is very limited, that is only 5 classrooms. Keywords: Genetics Algorithm, Courses, Optimation, Scheduling
APLIKASI PEMETAAN PONDOK PESANTREN BERBASIS WEB DI KABUPATEN JOMBANG Baharudin, Ilham; Sujatmiko, Bambang; Faizah, Arbiati
Inovate Vol 4 No 2 (2020): Maret
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v4i2.694

Abstract

Jombang Regency is known by the nickname of the city of santri because there are many Islamic boardingschools which are famous in Indonesia domiciled in this city. At least there are seven large Islamic boardingschools located in the Jombang area. Apart from the strategic geographical location in the city of santri,great figures were born, one of which was the forerunner of the resistance of the community and the santritowards the invaders who were commanded by Hadratussyaikh KH.M Hasyim Asy'ari, the founder ofNahdlotul Ulama and KH. A Wahid Hasyim, 4th President K.H Abdurrahman Wahid. Based on thedescription above, in order to help parents who want to know the geographical location and the teachingsystem in Islamic boarding schools in Jombang, the application of mapping boarding schools is neededwhich can help parents know what kind of boarding school information is in Jombang Regency with 3groups, namely: Salaf Islamic Boarding School, Traditional Islamic Boarding School and Tahfidz IslamicBoarding School and know the geographical location of Islamic boarding schools with website-basedmapping visualization.Keywords: Jombang Regency, Islamic Boarding School, Mapping
PENERAPAN ANALYTICAL HIERARCHY PROCESS (AHP) UNTUK PENENTUAN DOSEN BERPRESTASI BERDASARKAN TRIDHARMA PERGURUAN TINGGI Zuchrotunisa; Sujatmiko, Bambang; Faizah, Arbiati
Inovate Vol 4 No 2 (2020): Maret
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v4i2.696

Abstract

The assesment of lecturers’ performance to determine the outstanding lecturer is needed to know theresult of lecturers’ performance in doing all the teaching and learning process in the institution wherethe lecturers work. To obtain the lecturers’ highest ranking, the lecturers’ performance is evaluated byusing AHP. The software of decision support system is used with Analytical Hierarchy Process (AHP)consisting of three criteria: research, community service and some assessment indicators. The lecturersof technology and information faculty become the sample. After knowing the parameter. For the nextsteps, system requirement are analyzed, manipulating the knowledge, applying the method AnalyticalHierarchy Process and last but not least testing the system. The result of this research is an applicationthat can make the university assess the lecturers’ performance in the form of ranking become easier. Thehighest lecturer score of this research is 0.9343 that obtained from the system.Keywords: Decision Support System, AHP, Lecturers’ Performance
EVALUASI KINERJA PROGRAM STUDI MENGGUNAKAN METODE INTEGRATED PERFORMANCE MEASUREMENT SYSTEMS DAN ANALYTIC HIERARCHY PROCESS (Studi kasus : Program Studi Teknik Informatika Universitas Hasyim Asy’ari) Mashuri, Chamdan; Faizah, Arbiati
Inovate Vol 3 No 2 (2019): Maret
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v3i2.738

Abstract

Implementing performance improvement programs, studios are solutions that can be used to achieve betterHasyim Asy'ari University. Using the Integrated Performance Measurement Systems (IPMS) andAnalitycal Hierarchy Process (AHP) methods, studio performance appraisal programs can be carried outoptimally because this method is all the needs and needs of all stakeholders that will be needed to make aneed to make the Main Performance Indicator (KPI). While AHP is used in making decisions from eachKPI to be weighted and then assessed to determine the scores of the studio program. The results obtainedfrom this study are in the results of the evaluation of informatics engineering courses obtained 9 generalcriteria and 28 sub-criteria or KPI. The average rating system from KPI is 81.53% giving informationabout the performance of the Unhasy Informatics Engineering Study Program as a whole its performancehas been good. For the KPI, the average time to successfully get a job and the dictate ratio of the subject isthe highest score while the KPI ratio of AC to the lecture room gets the lowest score.Keywords: Performance measurement, Integrated Performance Measurement System (IPMS), AHP.
Analisis Kebiasaan Konsumen Menggunakan Asosition Rule Metode Apriori Pada Central Retail X Heru Mujianto, Ahmad; Faizah, Arbiati; Mashuri, Chamdan
Inovate Vol 4 No 1 (2019): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v4i1.750

Abstract

The sustainability of a company will not be separated from the role of consumers in conductingtransactions. In fact, a consumer has different behaviour and character, therefore as a company owner mustbe able to analysis the patterns or habits of consumers in making transactions. This also happens in theretail center X, which has problems in the sales process, such as products running out of stock and unsoldproducts and the most popular products and products that are not in demand by consumers. Therefore weneed an analysis of consumer habits in conducting transactions. The method of association rule with apriori algorithm is able to be applied well in the analysis of the habits of consumer transactions in thecentral retail X. The results of the calculation obtained an average percentage of the value of support 33%40% and the value of confidence 43%-80%. The results of applying the association rule method with apriori algorithm can help recommend central retail X owners in structuring product and determine strategicsteps in increasing sales, such as providing discounts or promos for certain products.Keywords: Analysis, Consumer, Association Rule, Apriori, Retail.
APLIKASI PEMETAAN PONDOK PESANTREN BERBASIS WEB DI KABUPATEN JOMBANG Baharudin, Ilham; Sujatmiko, Bambang; Faizah, Arbiati
Inovate Vol 4 No 1 (2019): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v4i1.766

Abstract

Jombang Regency is known as city of “santri” because there are many “pondok pesantren” which arefamous in Indonesia domiciled in this city. At least there are seven large “pondok pesantren” located inthe Jombang area. Apart from the strategic geographical location in the city of “santri”, great figures wereborn, one of which was the forerunner of the resistance of the community and the “santri” towards theinvaders who were commanded by Hadratussyaikh KH.M Hasyim Asy'ari, the founder of Nahdlotul Ulamaand KH. A Wahid Hasyim, 4President is K.H Abdurrahman Wahid. Based on the description above, inorder to help parents who want to know the geographical location and the teaching system in “pondokpesantren” in Jombang, the application of mapping “pondok pesantren” is needed which can help parentsknow what kind of boarding school information is in Jombang Regency with 3 groups, namely there arePondok Pesantren Salaf, Pondok Pesantren Tahfidz, and Pondok Pesantren Modern and know thegeographical location of “pesantren” with website-based mapping visualization.Keywords: Jombang Regency, Pondok Pesantren, Mapping.th
PEMANFAATAN MICROCONTROLLER ARDUINO UNO UNTUK SISTEM MONITORING SUHU DAN KELEMBABAN KUMBUNG JAMUR TIRAM Faizah, Arbiati; Hari Saputro, Pujo; Augusta Jannatul Firdaus, Reza
Inovate Vol 4 No 1 (2019): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v4i1.770

Abstract

Mushrooms are a high source of nutrition and can be processed into various types of cuisine. Oystermushroom cultivation in low-lying areas requires controlling temperature and humidity in mushroomkumbung to get optimal growth. Currently the system of regulating the temperature and humidity ofmushroom kumbung is done manually and automatically. This study aims to design and create anautomatic temperature and humidity monitoring system for oyster mushroom kumbung by utilizing anArduino Uno microcontroller and a DHT11 temperature sensor. The system design is made throughtwo phases namely hardware design and software design. The hardware design using the Arduino Unomicrocontroller and DHT11 sensor aims to monitor the temperature and humidity of the kumbung andsend data to the server. Whereas hardware design is implemented in an android application as aninterface in receiving data from the server and delivering the results of temperature and humiditymonitoring to farmers. The system that was made has been implemented in the oyster mushroomkumbung and tested temperature and humidity successfully and can send data to the server.Keywords: Arduino Uno, Microcontroller, Sensor DHT 11, Monitoring System.
Sistem Prediksi Persediaan Barang Menggunakan Metode Regresi Linier Berbasis Website Bastian Nursyahputra, Andhika; Dwi Indriyanti, Aries; Faizah, Arbiati
Inovate Vol 5 No 1 (2020): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v5i1.3072

Abstract

The prediction process is important for the company in the formulation of the company's strategy in the future. Therefore, a precise prediction method is needed by the company to be able to maximize the estimation of future sales. The Double Exponential Smoothing method is a popular method used in privacy because it has good performance. This method has parameter values and has a large influence on the results of predictions. This method uses data compilation that shows trends. Exponential smoothing in the presence of a trend such as a simple transmitter such as two components must be updated every period - its level and trend. Level is an estimate that is smoothed from the data value at the end of each period. A trend is a smoothed estimate of average growth. The purpose of this design produces a prediction method that is appropriate and applicable in the company to facilitate sales activities in the company. With the right prediction method, it is expected that the company can make efficient all the resources needed by the company. Keywords: Exponential Smoothing, Multiple Exponential Smoothing, level.
Sistem Informasi Manajemen Persediaan Bahan Baku Dengan Menggunakan Metode Economic Order Quantity (EOQ) Dan Just In Time (JIT) Berbasis Web Rofi’ul Azis, Moh.; Mashuri, Chamdan; Faizah, Arbiati
Inovate Vol 5 No 1 (2020): September
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v5i1.3075

Abstract

Raw material inventory management is very important to be carried out by companies in the process of production activities. The importance of inventory management is also used to address the causes of stock outages and waste of company funding sources. So that further analysis is required by using methods related to inventory management. In addition to further analysis, a computerized system is also needed that can manage raw material inventory management so that it can process automatically and is judged to be more effective. The method used in the study uses the Economic Order Quantity (EOQ) and Just-in-Time (JIT) methods. Both methods were chosen because they are more suitable to be applied in a company problem, especially in the matter of raw material inventory management. Of the two methods will be carried out a comparison process to find out which method is more effective when used. The results of this study are computerized systems used to determine raw material inventories by the EOQ and JIT methods. From the results of the calculation of the two methods, the final result of the JIT method is Rp. 3.654.495, while the EOQ method obtained a value of Rp. 6.603.181. By looking at the values generated by the two methods, it can be concluded that the JIT method is more efficient than the EOQ method. Keywords: EOQ, JIT, Raw material inventory
Implementasi Algoritma Apriori Untuk Sistem Penilaian Kepuasan Mahasiswa Terhadap Pelayanan Di Universitas Hasyim Asy’ari (Studi Kasus di Universitas Hasyim Asy’ari) Ferdiansa, Ifan; Imam Agung, Achmad; Faizah, Arbiati
Inovate Vol 6 No 2 (2022): Maret
Publisher : Fakultas Teknologi Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33752/inovate.v6i2.3169

Abstract

Student satisfaction assessment system is a system that be can used to determine the nature of student related services available the institution based on criteria in service quality. Academic services describe aspects that are superior and are invisible but can be felt by students. Quality academic services will create quality students. Asy'ari Hasyim University, one of the pesantren-based educational institutions is demanded to provide quality academic services. This research aims to improve services at Hasyim Asy'ari University, thereby increasing student satisfaction. In this study applying the Apriori Algorithm in conducting frequent itemset searches with the association rule technique. The writer uses a quantitative approach. Quantitative approach is a method that emphasizes the analysis of numerical data (numbers) obtained by the method itself. With the grouping of data like this, it is expected that the Hasyim Asy'ari University can assess and improve academic services. As well as knowing the relationship between a priori algorithm and student satisfaction with campus services, the level of student satisfaction is known as well as looking for inadequate services Keywords: Algoritmh Apriori, student satisfaction, service quality, quantitative
Co-Authors Achmad Imam Agung ANITA ANDRIANI, ANITA ARIES DWI INDRIYANTI, ARIES Augusta Jannatul Firdaus, Reza Baharudin, Ilham BAMBANG SUJATMIKO Bastian Nursyahputra, Andhika Chasanah, Nidhaul Ferdiansa, Ifan Hari Saputro, Pujo Ilham Zulhardani, Muhammad Imron, Syaiful Indana Lazulfa, Indana istiqomah istiqomah Makasunggal, Juan Natanel Mashuri, Chamdan Mujianto, Ahmad Heru Rewur, Afny Rofi’ul Azis, Moh. Zuchrotunisa