Jurnal Informatika Jurnal Pengembangan IT最新文献

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Pengukuran Indeks Kepuasan Masyarakat Terhadap Pelayanan Dan Kualitas Data Penginderaan Jauh 测量社区服务满意度和遥感数据质量的指标
Jurnal Informatika Jurnal Pengembangan IT Pub Date : 2021-05-31 DOI: 10.30591/JPIT.V6I2.497
Hedy Izmaya, Dety Purnamasari
{"title":"Pengukuran Indeks Kepuasan Masyarakat Terhadap Pelayanan Dan Kualitas Data Penginderaan Jauh","authors":"Hedy Izmaya, Dety Purnamasari","doi":"10.30591/JPIT.V6I2.497","DOIUrl":"https://doi.org/10.30591/JPIT.V6I2.497","url":null,"abstract":"Technology and Data Center (Pustekdata) LAPAN in 2016 has distributed remote sensing satellite data of 86,176 scenes to 323 government institutions. In 2016, the data service has also achieved the quality management standard ISO 9001: 2015 and the value of the Community Satisfaction Index (IKM) which reached 82 with a very satisfactory predicate. To maintain and improve performance in data services to users, it is necessary to study the needs of users for the required remote sensing data, namely by conducting a survey to users of remote sensing data, especially High Resolution Satellite Imagery (CSRT). Eight indicators are used to measure community satisfaction from the 14 indicators of the Community Satisfaction Index in accordance with the Decree of the Minister of State Apparatus Empowerment Number: KEP/25/M.PAN/2/2004 concerning Guidelines for the Preparation of IKM Service Units of Government Agencies including BUMN/BUMD. The population in this study is all data buyers from 2017, 2018 and 2019. The survey data are then reviewed and analyzed using statistical analysis with instrument refinement by statistically validating the survey data. The 2017 Community Satisfaction Index scored 90.69% with the predicate \"Very Good\". In 2018 there was an increase of 18.41% with a value of 93.69% obtaining the \"Very Good\" predicate. In 2019, with a total of 516 respondents, an increase of 3.12% was obtained, a score of 96.81% was obtained with the predicate \"Very Good\".","PeriodicalId":53375,"journal":{"name":"Jurnal Informatika Jurnal Pengembangan IT","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49136179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pengembangan Aplikasi Warung Kelontong Berbasis Android Mengunakan Framework Apache Cordova 使用Apache Cordova框架开发Android杂货店应用程序
Jurnal Informatika Jurnal Pengembangan IT Pub Date : 2021-05-31 DOI: 10.30591/JPIT.V6I2.2428
Suwarjono Suwarjono, Helmia Tasti Adri, Fauziatul Hamamy, Sobrul Laeli
{"title":"Pengembangan Aplikasi Warung Kelontong Berbasis Android Mengunakan Framework Apache Cordova","authors":"Suwarjono Suwarjono, Helmia Tasti Adri, Fauziatul Hamamy, Sobrul Laeli","doi":"10.30591/JPIT.V6I2.2428","DOIUrl":"https://doi.org/10.30591/JPIT.V6I2.2428","url":null,"abstract":"Warung kelontong yaitu warung yang menyediakan kebutuhan rumah tangga seperti sembilan bahan pokok (sembako), makanan dan barang rumah tangga. Warung ini ditemukan berdampingan dengan pemilik rumah yang tidak jauh dengan masayarakat seperti perkamapungan, perumahan dan yang sering ditemui didalam gang. sangat penting untuk memberikan sentuhan teknologi pada pembukuan kegiatan jualbeli melalui aplikasi berbasis android. penelitian ini merupakan pengembangan aplikasi warung kelotong mengunakan tahapan metode waterfall. hasil dari penelitian ini adalah aplikasi mobile warung kelontong berbasis android yang dapat digunakan untuk mengelolah data penjualan secara offline dalam arti tidak perlu terhubung internet yang dibuat dan dikembangkan mengunakan framework apache cordova","PeriodicalId":53375,"journal":{"name":"Jurnal Informatika Jurnal Pengembangan IT","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47589747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Evaluasi Kepuasan Pengguna Website dengan Kano Model 用卡诺模型评价网站用户满意度
Jurnal Informatika Jurnal Pengembangan IT Pub Date : 2021-05-30 DOI: 10.30591/JPIT.V6I2.2760
M. Mustofa
{"title":"Evaluasi Kepuasan Pengguna Website dengan Kano Model","authors":"M. Mustofa","doi":"10.30591/JPIT.V6I2.2760","DOIUrl":"https://doi.org/10.30591/JPIT.V6I2.2760","url":null,"abstract":"Penelitian ini bertujuan untuk melakukan tahapan evaluasi yang secara rutin wajib dilaksanakan dalam setiap ekosistem hidup sistem informasi. Objek penelitian adalah website Pusat Informasi Harga Pangan Strategis (PIHPS). Penelitian ini diawali dengan tahapan wawancara dan observasi objek, penelitian kemudian dilanjutkan dengan penyusunan rancangan kuesioner menggunakan metode webqual 4.0 dengan tiga indikator yaitu usability quality (UQ), information quality (IQ), dan Service Interaction Quality (IT). Pada tahapan analisis data menggunakan model kano untuk mengukur tingkat kepuasan pengguna website. Responden yang dilibatkan dalam penelitian ini berjumlah 100 orang responden. Analisi kano diawali dengan pengelompokan berdasarkan klasifikasi kelas kano Attractive (A), One dimensional (O), Must be (M), dan Indifferent (I). Dilanjutkan dengan penentuan grade dan pencarian nilai rentang tingkat kepuasan. Hasil penelitian menunukan tingkat ketidakpuasan lebih tingggi dari nilai kepuasan pengguna website sebesar 60%. Maka peneniliti merekomendasikan bagi pengelola website supaya memprioritaskan dan meningkat beberapa item atribut yang masuk dalam klasifikasi One Dimensional (O) dan menjaga item atribut yang ada dalam klasifikasi Attractive (A).","PeriodicalId":53375,"journal":{"name":"Jurnal Informatika Jurnal Pengembangan IT","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46004185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perancangan Aplikasi Android Pembentukan Karakter Taruna Tingkat I PIP Semarang 安卓应用程序设计当前PIP一级Taruna角色设计
Jurnal Informatika Jurnal Pengembangan IT Pub Date : 2021-05-30 DOI: 10.30591/JPIT.V6I2.504
Mohammad Sapta Heriyawan, J. A. Djari
{"title":"Perancangan Aplikasi Android Pembentukan Karakter Taruna Tingkat I PIP Semarang","authors":"Mohammad Sapta Heriyawan, J. A. Djari","doi":"10.30591/JPIT.V6I2.504","DOIUrl":"https://doi.org/10.30591/JPIT.V6I2.504","url":null,"abstract":"The existence of the Covid-19 pandemic has resulted in the PIP Semarang Level I cadet education process being carried out online, including the formation of cadet character. This study presents an approach in growing and shaping the character of the Level I PIP Semarang cadets with android-based application media. The character building application is made to instill character values that must exist in PIP Semarang Level I cadets in order to build a nation with Indonesian character. With this android-based application, it can assist in creating, converting, storing, communicating and disseminating information that will be developed as a model for Taruna Character Education at the Semarang Shipping Science Polytechnic. Development using the waterfall method and testing using blackbox. Based on the results of the blackbox test, it can be said that the test results can be said to have worked well and correctly with an increase in the overall weighted average value before and after system development with a difference of 1.45","PeriodicalId":53375,"journal":{"name":"Jurnal Informatika Jurnal Pengembangan IT","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41865612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Penerapan Media Promosi Produk E-Marketplace Menggunakan Pendekatan AIDA Model dan 3D Objek 运用AIDA模型和三维对象方法进行媒体广播推广电子市场产品
Jurnal Informatika Jurnal Pengembangan IT Pub Date : 2021-01-31 DOI: 10.30591/JPIT.V6I1.2304
Agung Deni Wahyudi, Ade Surahman, Nuari Anisa Sivi
{"title":"Penerapan Media Promosi Produk E-Marketplace Menggunakan Pendekatan AIDA Model dan 3D Objek","authors":"Agung Deni Wahyudi, Ade Surahman, Nuari Anisa Sivi","doi":"10.30591/JPIT.V6I1.2304","DOIUrl":"https://doi.org/10.30591/JPIT.V6I1.2304","url":null,"abstract":"Promosi produk e-marketplace yang baik akan menghasilkan perhitungan Payback Period dan Rerun of Investment (ROI) yang layak untuk pelaku usaha, sehingga memudahkan dalam memperluas usaha mereka, dimana promosi adalah bujukan langsung yang dapat memberikan insentif produk atau nilai tambah kepada konsumen. Promosi mencakup berbagai alat promosi yang dirancang untuk mempromosikan respon pasar yang lebih cepat atau lebih kuat. Setiap penyampaian melalui promosi pasti ada inovasi baru. Hal ini untuk menarik perhatian dan menggugah rasa penasaran konsumen terhadap produk yang disediakan oleh para penggiat wirausaha e-marketplace, sehingga mereka selalu menunggu hal-hal baru pada produk yang mereka inginkan maupun yang pernah digunakan. Pendekatan yang dilakukan dalam penelitian ini adalah model AIDA, peneliti model AIDA menemukan bahwa pengaruh interest pada model AIDA sangat berpengaruh terhadap iklan atau promosi online untuk kebutuhan di e-marketplace. Cara mengimplementasikan pendekatan tersebut yaitu dengan model 3D Objek yang disertai visual effect akan menghasilkan visual looks yang dapat di percaya bagi orang yang melihatnya, ini berarti bahwa sangat dimungkinkan bahwa 3D Objek dengan visual effect dapat menambahkan nilai minat atau ketertarikan ( interest ) dari model AIDA, selanjutnya denga menggunakan library 3DWareHouse dengan fasilitas View 3D Objek, Orbit 3D Objek, Pan 3D Objek, Zoom 3D Objek, dan Zoom Extents 3D Objek untuk produk keranjinan Dayak Ornament dapat berjalan dengan baik, sehingga library 3DWareHouse dapat digunakan secara meluas untuk produk – produk lain dari penggiat wirausaha e-marketplace.","PeriodicalId":53375,"journal":{"name":"Jurnal Informatika Jurnal Pengembangan IT","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47052303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Implementasi Traveling Salesman Problem pada Pemilihan Jalur ATM Locator Menggunakan Ant Colony Optimization ATM定位字符串选择中旅行商问题的蚁群优化实现
Jurnal Informatika Jurnal Pengembangan IT Pub Date : 2021-01-31 DOI: 10.30591/JPIT.V6I1.2265
Danang Wahyu Utomo, Defri Kurniawan, N. Ningrum
{"title":"Implementasi Traveling Salesman Problem pada Pemilihan Jalur ATM Locator Menggunakan Ant Colony Optimization","authors":"Danang Wahyu Utomo, Defri Kurniawan, N. Ningrum","doi":"10.30591/JPIT.V6I1.2265","DOIUrl":"https://doi.org/10.30591/JPIT.V6I1.2265","url":null,"abstract":"Permasalahan utama Traveling Salesman Problem adalah penentuan solusi optimal dari beberapa jalur yang ditentukan. Pemilihan jalur ATM locator memiliki permasalahan yang sama dalam pemilihan jalur yang optimal. Penempatan ATM di berbagai titik lokasi dapat menyebabkan banyaknya kemungkinan pencarian lokasi ATM tersebut. Pengguna harus menelurusi jalur – jalur yang mungkin menjadi jalur terdekat dalam pencarian ATM locator. Berdasarkan permasalahan tersebut, penelitian ini mengusulkan Ant Colony Optimization (ACO) dalam menemukan solusi optimal pemilihan jalur optimal ATM locator. ACO adalah algoritma swarm intelligence yang mampu menyelesaikan masalah kombinasi tur pada TSP. pada tahap eksperimen, representasi titik lokasi ATM locator menggunakan koordinat latitude dan longitude. Penghitungan jarak antar titik lokasi menggunakan formula Haversine. Parameter τ0 yang digunakan adalah 0.5, 0.7 dan 0.9. parameter pheromone untuk menguji pemilihan jalur terdekat dan kebutuhan biaya yang sedikit. Eksperimen membuktikan bahwa ACO menemukan solusi optimal jalur terdekat dan biaya yang sedikit dengan pengaturan parameter a = 1, b = 2, ρ = 0.5, dan τ0 = 0.5.Level pheromone 0.5 mampu menemukan jalur terpendek 34.30 dibandingkan level pheromone 0.7 dan 0.9 dengan hasil 38.96 dan 39.05. level pheromone 0.5 juga menemukan kebutuhan biaya yang sedikit dibandingkan 0.7 dan 0.9.","PeriodicalId":53375,"journal":{"name":"Jurnal Informatika Jurnal Pengembangan IT","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45083910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Role of ICT in Management of Meeting Minutes at Politeknik Enjinering Indorama 信息通信技术在Indorama Enjinering Politeknik会议记录管理中的作用
Jurnal Informatika Jurnal Pengembangan IT Pub Date : 2021-01-31 DOI: 10.30591/JPIT.V6I1.2244.G1508
M. Nugraha, Heti Mulyani, Mr. Musawarman
{"title":"The Role of ICT in Management of Meeting Minutes at Politeknik Enjinering Indorama","authors":"M. Nugraha, Heti Mulyani, Mr. Musawarman","doi":"10.30591/JPIT.V6I1.2244.G1508","DOIUrl":"https://doi.org/10.30591/JPIT.V6I1.2244.G1508","url":null,"abstract":"Meetings are routine activities at Politeknik Engineering Indorama such as management meetings, senate meetings, committee meetings, and some other meetings. One of the important things about a meeting is minutes of meeting because minutes of a meeting are written evidence that the meeting was held and the result can be used as a reference in making policies at Politeknik Engineering Indorama. The method of writing and documenting of minutes meeting will not be effective and efficient if we still use the manual method, because in the future it will be difficult to find the result and documentation of the meeting if needed. Because of this, in managing minutes meeting and documenting it is necessary to use an information system in order for the process of documenting and searching more effectively and efficiently. Hence, in this research, we will design and build a minute meeting management system to simplify the process of documenting and searching.","PeriodicalId":53375,"journal":{"name":"Jurnal Informatika Jurnal Pengembangan IT","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46947104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pembuatan Sistem Analisis Kualitas Air Limbah Sisa Industri Secara Online Menggunakan Software Reliance SCADA, Framework .Net Core dan PostgresSQL 使用SCADA中继软件、Framework .Net Core和PostgresSQL创建的在线废水质量分析系统
Jurnal Informatika Jurnal Pengembangan IT Pub Date : 2021-01-31 DOI: 10.30591/JPIT.V6I1.512.G1536
Firmansyah Adi Putra, Rina Noviana, Amat Suroso
{"title":"Pembuatan Sistem Analisis Kualitas Air Limbah Sisa Industri Secara Online Menggunakan Software Reliance SCADA, Framework .Net Core dan PostgresSQL","authors":"Firmansyah Adi Putra, Rina Noviana, Amat Suroso","doi":"10.30591/JPIT.V6I1.512.G1536","DOIUrl":"https://doi.org/10.30591/JPIT.V6I1.512.G1536","url":null,"abstract":"The government through the Ministry of Environment Forestry (KLHK) has created several flagship programs such as “PROPER” and “SPARING” which function as supervision and aim to encourage industry to comply with environmental regulations. In this program, industry players who fall into the predetermined criteria are required to report their industrial waste water online to the Ministry of Environment and Forestry. Perusahaan Gas Negara through its subsidiary PGN Solution is always obedient to report the remaining industrial waste to the Ministry of Environment and Forestry. However, the results of this report cannot be immediately known whether the results are good or not, this is because KLHK will only release and display the results of the analysis and reporting to its online system after some time.In order to immediately know the results of the analysis without having to wait for the results of the release from the Ministry of Environment and Forestry, we need a system that can store the data directly on the database server without interrupting the data which is also sent directly to the Ministry of Environment and Forestry. Making this system using the Waterfall method, C# language, Net Core Framework and PostgreSQL as a database and Reliance SCADA software as a medium for data retrieval. The implementation of this system will facilitate the analysis and decision-making process if residual waste data is found whose results may not be as good according to KLHK standards","PeriodicalId":53375,"journal":{"name":"Jurnal Informatika Jurnal Pengembangan IT","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49157176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Monitoring Kualitas Air Tambak Udang Dengan Metode Data Logging dan Algoritma KNN Berbasis Internet Of Things 使用基于互联网的KNN算法记录虾池的质量
Jurnal Informatika Jurnal Pengembangan IT Pub Date : 2021-01-31 DOI: 10.30591/JPIT.V6I1.2136
H. Ramadhan, Condro Kartiko, Agi Prasetiadi
{"title":"Monitoring Kualitas Air Tambak Udang Dengan Metode Data Logging dan Algoritma KNN Berbasis Internet Of Things","authors":"H. Ramadhan, Condro Kartiko, Agi Prasetiadi","doi":"10.30591/JPIT.V6I1.2136","DOIUrl":"https://doi.org/10.30591/JPIT.V6I1.2136","url":null,"abstract":"Berdasarkan pengalaman peneliti, banyak pengusaha budi daya tambak udang di Indonesia mengalami bangkrut, hal tersebut disebabkan karena biaya yang besar untuk satu kali cek laboratorium sehingga budi daya tambak udang mengalami gagal panen dikarenakan banyak udang yang terserang penyakit dan mati. Pada penelitian ini dibuat sebuah alat pemantauan kualitas air dari tambak udang vannamei menggunakan metode data logging berdasarkan nilai suhu air dan algoritma ­k-nearest neighbors untuk memprediksi kesehatan udang dan kondisi air tambak udang dari pergerakan air. Perangkat data logger menggunakan mikrokontroler NodeMCU ESP8266, sensor LDR, dan sensor suhu air Dallas DS18B20, kemudian data logger terhubung ke layanan basis data milik Google yaitu Firebase realtime database untuk menyimpan data pemantauan kualitas air. Terdapat layanan web services yang di hosting pada layanan website milik Heroku untuk menjalankan algoritma k-nearest neighbors menggunakan perintah httprequest dari aplikasi Android yang dibangun menggunakan framework Flutter. Aplikasi Flutter Android berisi widget monitoring, detail monitoring dan prediksi dengan  tingkat akurasi yang diberikan sebesar 99.9 % untuk kesehatan udang serta 97.5 % untuk kondisi air.","PeriodicalId":53375,"journal":{"name":"Jurnal Informatika Jurnal Pengembangan IT","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42249849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sistem Deteksi Kemurnian Beras berbasis Computer Vision dengan Pendekatan Algoritma YOLO 基于YOLO算法的计算机视觉文件纯度检测系统
Jurnal Informatika Jurnal Pengembangan IT Pub Date : 2021-01-31 DOI: 10.30591/JPIT.V6I1.2309.G1544
Nova Eka Budiyanta, Melisa Mulyadi, Harlianto Tanudjaja
{"title":"Sistem Deteksi Kemurnian Beras berbasis Computer Vision dengan Pendekatan Algoritma YOLO","authors":"Nova Eka Budiyanta, Melisa Mulyadi, Harlianto Tanudjaja","doi":"10.30591/JPIT.V6I1.2309.G1544","DOIUrl":"https://doi.org/10.30591/JPIT.V6I1.2309.G1544","url":null,"abstract":"Penelitian ini bertujuan untuk menerapkan sistem deteksi kemurnian beras terhadap campuran kotoran untuk dapat digunakan sebagai parameter nilai untuk mensortir kotoran yang terdeteksi pada proses kontrol kualitas beras. Sistem yang dikembangkan pada penelitian ini berbasis computer vision menggunakan kamera sebagai sensor. Data citra yang didapat dari kamera selanjutnya diproses untuk mengenali objek beras yang murni dan objek kotoran yang tercampur pada kumpulan beras. Penelitian ini berfokus pada algoritma deteksi objek batu atau kerikil (gravel) pada proses produksi beras. Proses deteksi objek pada penelitian ini menggunakan metode You Only Look Once (YOLO) v3. Secara keseluruhan sistem deteksi objek pada penelitian ini berjalan baik. Proses pelatihan model berhasil meminimalisir loss secara signifikan dengan nilai loss sebesar 1.89 di iterasi ke 1000 menjadi 0.16 di iterasi ke 15000. Seiring dengan keberhasilan proses pelatihan model, pengujian model pada penerapan proses deteksi juga berjalan baik yang ditunjukkan dengan nilai rerata akurasi sebesar 86.11%.","PeriodicalId":53375,"journal":{"name":"Jurnal Informatika Jurnal Pengembangan IT","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43477554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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