Inovate : Jurnal Ilmiah Inovasi Teknologi Informasi http://ejournal.unhasy.ac.id/index.php/inovate Inovate : Jurnal Ilmiah Inovasi Teknologi Informasi Fakultas Teknologi Informasi Universitas Hasyim Asy'ari Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Hasyim Asy'ari (Unhasy) en-US Inovate : Jurnal Ilmiah Inovasi Teknologi Informasi 2548-7795 PEMANFAATAN MICROCONTROLLER ARDUINO UNO UNTUK SISTEM MONITORING SUHU DAN KELEMBABAN KUMBUNG JAMUR TIRAM http://ejournal.unhasy.ac.id/index.php/inovate/article/view/449 <p>Mushrooms are a high source of nutrition and can be processed into various types of cuisine. Oyster<br>mushroom cultivation in low-lying areas requires controlling temperature and humidity in mushroom<br>kumbung to get optimal growth. Currently the system of regulating the temperature and humidity of<br>mushroom kumbung is done manually and automatically. This study aims to design and create an<br>automatic temperature and humidity monitoring system for oyster mushroom kumbung by utilizing an<br>Arduino Uno microcontroller and a DHT11 temperature sensor. The system design is made through<br>two phases namely hardware design and software design. The hardware design using the Arduino Uno<br>microcontroller and DHT11 sensor aims to monitor the temperature and humidity of the kumbung and<br>send data to the server. Whereas hardware design is implemented in an android application as an<br>interface in receiving data from the server and delivering the results of temperature and humidity<br>monitoring to farmers. The system that was made has been implemented in the oyster mushroom<br>kumbung and tested temperature and humidity successfully and can send data to the server.<br>Keywords: Arduino Uno, Microcontroller, Sensor DHT 11, Monitoring System</p> Arbiati Faizah Pujo Hari Saputro Reza Augusta Jannatul Firdaus Copyright (c) 2019-09-22 2019-09-22 4 1 1 8 Rancang Bangun Sistem Penentuan Status Gizi Balita Dengan Metode K-Means http://ejournal.unhasy.ac.id/index.php/inovate/article/view/450 <p>Malnutrition or also called malnutrition is still a problem in Indonesia, especially in the toddler age<br>group. Lack of nutritional intake at an early age will have a negative impact on the growth and<br>development of infants, which will further hamper some of the developmental processes of the toddler,<br>such as learning to talk, walk, eat, and other activities. In this study the design of the nutritional status<br>determination system for toddlers is discussed using the K-Means method. The data will be grouped<br>into six clusters, namely baduta or under-fives, under-five or under-five, under-five or under-line<br>(BGM), under-five or under-five, under-five or fat under-five, and under-five or under-five. By using<br>the K-Means method, the data of children under five or under two years will be grouped into clusters<br>that have been determined. The results of this study are the design of a system for determining the<br>nutritional status of children under five in the form of a clustering system for the nutritional status of<br>children with an effective level of valid data from the implementation of a design system for<br>determining the status of a toddler with the K-Means Method is 77.3 percent.<br>Keywords: Cluster, K-Means, Nutrition, Toddler</p> Hadi Sucipto Arbiati Faizah Copyright (c) 2019-09-22 2019-09-22 4 1 9 15 RANCANG BANGUN APLIKASI KOREKSI LEMBAR JAWABAN KOMPUTER MENGGUNAKAN METODE DETEKSI TEPI CANNY http://ejournal.unhasy.ac.id/index.php/inovate/article/view/451 <p>Last Semester Evaluation is part of study result evaluation which use Computer Answer Sheet as<br>the place for student to write the answers. Computer Answer Sheet generally corrected by spesific<br>scanner with the expensive price, so some school choose to correct the answer sheet manually<br>like at Ar-Rahman Sumoyono Islamic Senior High School. To solve that problem, this research<br>is one of some solution which use the benefit of smartphone and digital image processing<br>technology specially canny edge detection method. This prototype will combinate canny edge<br>detection method to find the edge of image and hough circle transformation to detect marked<br>answers. This prototype use the convertible canny parameter value by user, consider the<br>brightness value of every captured image is different. Result of detected answer with hough circle<br>transformation will be tracked to determine the choosen answer. The choosen an swer by students<br>will be saved in array, and will be matched with the answer keys which saved in SQLite database.<br>The result of comparation between the result of detected answer with the real answer based on<br>30 answer sheet samples is 91,41 %.<br>Keywords: android, answer sheet, canny</p> Bayu Putra I Kadek Dwi Nuryana Reza Augusta Jannatul Firdaus Copyright (c) 2019-09-22 2019-09-22 4 1 16 24 SISTEM PREDIKSI PRODUKSI PADI DI PROVINSI JAWA TIMUR MENGGUNAKAN EXPONENTIAL SMOOTHING BERBASIS WEB http://ejournal.unhasy.ac.id/index.php/inovate/article/view/452 <p>Most of the population of East Java Province works in the agriculture sector. One of the main agricultural<br>products produced in East Java is rice. Nearly 39.29% of the population of East Java who live in regencies<br>or cities depend on rice as their main livelihood. Rice is a strategic commodity because it is needed as the<br>main source of calories. So that availability is always met, careful planning is needed. One way to control<br>rice production is by forecasting. In this article, forecasting of production in East Java Province is carried<br>out using the Exponential Smoothing method implemented on a website. Exponential Smoothing Method is<br>one of the forecasting methods that utilizes time series data that provides exponential weighting of past<br>data. Errors in forecasting are calculated using MAD, MSE, and MAPE. The data used are rice production<br>from 29 regencies and 6 cities in East Java in 2007 - 2017. The system created gives good results. For<br>example for Jombang Regency, in 2018 it is predicted to produce 442,618 tons of rice with forecast errors<br>for MAD, MSE, and MAPE of 44.39 each; 18.29; and 16.68%.<br>Keywords: Exponential Smoothing, Rice, MAD, MSE, MAPE</p> Nungqi Libasut Taqwa I Kadek Dwi Nuryana Anita Andriani Copyright (c) 2019-09-22 2019-09-22 4 1 25 23 APLIKASI PEMETAAN PONDOK PESANTREN BERBASIS WEB DI KABUPATEN JOMBANG http://ejournal.unhasy.ac.id/index.php/inovate/article/view/453 <p>Jombang Regency is known as city of “santri” because there are many “pondok pesantren” which are<br>famous in Indonesia domiciled in this city. At least there are seven large “pondok pesantren” located in<br>the Jombang area. Apart from the strategic geographical location in the city of “santri”, great figures were<br>born, one of which was the forerunner of the resistance of the community and the “santri” towards the<br>invaders who were commanded by Hadratussyaikh KH.M Hasyim Asy'ari, the founder of Nahdlotul Ulama<br>and KH. A Wahid Hasyim, 4<br>President is K.H Abdurrahman Wahid. Based on the description above, in<br>order to help parents who want to know the geographical location and the teaching system in “pondok<br>pesantren” in Jombang, the application of mapping “pondok pesantren” is needed which can help parents<br>know what kind of boarding school information is in Jombang Regency with 3 groups, namely there are<br>Pondok Pesantren Salaf, Pondok Pesantren Tahfidz, and Pondok Pesantren Modern and know the<br>geographical location of “pesantren” with website-based mapping visualization.<br>Keywords: Jombang Regency, Pondok Pesantren, Mapping</p> Ilham Baharudin Bambang Sujatmiko Arbiati Faizah Copyright (c) 2019-09-22 2019-09-22 4 1 34 39 SISTEM INFORMASI GEOGRAFIS PEMETAAN LAHAN PERTANIAN BAWANG MERAH DENGAN METODE K-MEANS CLUSTERING BERBASIS WEBSITE (Studi Kasus di Kabupaten Nganjuk) http://ejournal.unhasy.ac.id/index.php/inovate/article/view/454 <p>Geographic Information system (GIS) is a type of system that can be used for mapping the garlic farm land.<br>The system consists of hardware, software, geographic location and human resources that can effectively<br>process and display geographic information data. Agricultural land is an economic resource that is<br>relatively permanent availability, but its needs continue to increase due to development needs. The purpose<br>of this research is tobuild SIG -based GIS Website and M-energy method of K-means Clustering for the<br>mapping of garlic farmland . The method used In this research is qualitative and uses K-means Clustering<br>for GIS. This method is used for grouping data that has similarity variables. This method generates several<br>iterations that have clustervalues. Of These iterations used the least cluster value to determine the<br>agricultural Land Mapping group. The result of this research is a geographic information system that can<br>map the garlic farm land. GIS testing was conducted on land in 20 sub-districts in Nganjuk district with<br>consideration of 3 variables and the test count 4 times. From The test results, the average number of<br>conformity calculation is obtained by 93,51% between manual counting result and counting result using<br>SIG.<br>Keywords: K-means, Clustering, shallots, land mapping</p> Much. Zuyyinal Haqqul Barir Achmad Imam Agung Chamdan Mashuri Copyright (c) 2019-09-22 2019-09-22 4 1 40 47 Sistem Informasi Pengelompokkan Kelas Diniyah Santri Pada Pondok Pesantren Kreatif AlMuhsinin Dengan Metode K-Means http://ejournal.unhasy.ac.id/index.php/inovate/article/view/455 <p>Diniyah Madarasah is an institution in Islamic Boarding Schools to teach santri about religious knowledge.<br>At the beginning of the school year Al-Muhsinin Creative Islamic Boarding School conducted a dinyah<br>class grouping test. However, sometimes classifications are not in accordance with the ability of students.<br>For this reason, a system is needed to be able to see the level of ability of the students in accordance with<br>the desired and desired parameters. Weighting test scores is done using the K-Means method as a means<br>of grouping. The iteration or repetition process in the K-Means method is very important to do because the<br>weight of the value is still very likely to change because it continues to be repeated until it produces a fixed<br>value so that it can determine the level of ability of students because the level of santri ability is seen based<br>on test scores held by Madrasah institutions Diniyah. The results of the testing of the system that has been<br>made based on data from the Al-Muhsinin Creative Islamic Boarding School have very high accuracy. The<br>error of the system that has been made is 0.074074.<br>Keywords: K-Means, PHP, Grouping, Islamic Boarding School</p> Imam Al Arisyi I Kadek Dwi Nuryana Ginanjar Setyo Permadi Copyright (c) 2019-09-22 2019-09-22 4 1 48 56