InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)最新文献_第2页

Penerapan Deep Learning dalam Pendeteksian Autism Toddler Penerapan深度学习dalam Pendeteksian自闭症儿童

InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) Pub Date : 2019-09-13 DOI: 10.30743/INFOTEKJAR.V4I1.1593

Diah Ayu Ambarsari, R. Nurfalah, S. J. Kuryanti

{"title":"Penerapan Deep Learning dalam Pendeteksian Autism Toddler","authors":"Diah Ayu Ambarsari, R. Nurfalah, S. J. Kuryanti","doi":"10.30743/INFOTEKJAR.V4I1.1593","DOIUrl":"https://doi.org/10.30743/INFOTEKJAR.V4I1.1593","url":null,"abstract":"Health is a very important thing. Everyone can overcome health problems. Children's health is the dream of every parent. During the growth period the child will switch several times which can stop their development. Parents must be more sensitive and have extensive knowledge in health. The problem that often occurs is that parents do not know the initial autism symptoms that occur in the baby, so more parents assume if it is okay, this situation accelerates the diagnosis process, whereas autism disorders can be detected early by looking at growing habits child development every time an autism transfer is a developmental development in children, autism must facilitate quickly, because with autism treatment quickly and quickly will help autistic patients grow back to normal. To help understand the children mengamalim autism, the authors conducted research with new methods. In a previous study, Fades Tahbatan conducted research to ascertain whether the child was autistic or not using a tool. But it only produces data sets., It turns out to have attributes that are not yet precise, which increases the level of accuracy. In this research, use the method of deep learning and improve accuracy, the application used is fast miners. The variables are then processed so as to produce a prediction model from the data set obtained. Accuracy values that can be processed are sufficient while accuracy = 98.96% precision = 96.74%, recall = 98.49% with AUC of = 0.90 Keywords: Autism, deep learning, toddlers ","PeriodicalId":236794,"journal":{"name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126139671","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 POK (Permintaan Order Kerja) Berbasis Web Pada PT. Pupuk Iskandar Muda

InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) Pub Date : 2019-09-12 DOI: 10.30743/INFOTEKJAR.V4I1.1594

M. Hermansyah, Rahmad Bahri, R. Maulana, M. R. Alfitra

引用次数: 0

Perancangan Blueprint Sistem Informasi Mekanisme Kinerja Bidang Penunjang Dosen Berdasarkan Tel-U POINT Di Fakultas Rekayasa Industri Universitas Telkom Menggunakan Waterfall Model 基于Telkom大学工业工程学院teu POINT的教学蓝图设计工作机制使用瀑布模型

InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) Pub Date : 2019-09-12 DOI: 10.30743/INFOTEKJAR.V4I1.1585

Pramesti Intan Meuthia, Litasari Widyastuti Suwarsono, Atya Nur Aisha

{"title":"Perancangan Blueprint Sistem Informasi Mekanisme Kinerja Bidang Penunjang Dosen Berdasarkan Tel-U POINT Di Fakultas Rekayasa Industri Universitas Telkom Menggunakan Waterfall Model","authors":"Pramesti Intan Meuthia, Litasari Widyastuti Suwarsono, Atya Nur Aisha","doi":"10.30743/INFOTEKJAR.V4I1.1585","DOIUrl":"https://doi.org/10.30743/INFOTEKJAR.V4I1.1585","url":null,"abstract":"Higher education is one of the places to develop competencies, which will prepare students (human resources) to become people who have academic and professional abilities. In universities, lecturers carry out the main task known as the Tri Dharma College, namely education and teaching activities, research and development, and community service, while at Telkom University in addition to the Tri Dharma College there are also supporting tasks and special obligations of the professor. In supporting lecturers for supervisory supervision is still subjective and there is injustice in the verification process, as well as collecting data related to supporting lecturers manually. The lack of supervision and the absence of a system in integrating the supporting data resulted in uneven distribution of support (both assignments and points obtained) and the absence of track records for lecturers. So that it requires a proposed business process design, blueprint document design, and the design of a user interface that is in accordance with the penunjang mechanism based on Tel-U Point in the Telkom Industrial Engineering Faculty with interesting and accessible visualization anywhere. With the design of this website-based information support mechanisms, it is expected that the control holders in each process can be clearly illustrated, supporting data can be well integrated, and data filling and storage can be automated in the system.","PeriodicalId":236794,"journal":{"name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","volume":"117 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116186276","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

Aplikasi Simulasi Deteksi Lokasi Parkir Kosong Menggunakan Ektraksi Ciri Objek 使用目标特征外符检测空停车位置模拟应用

InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) Pub Date : 2019-09-12 DOI: 10.30743/INFOTEKJAR.V4I1.1327

Sayuti Rahman, Haida Dafitri

引用次数: 4

Perancangan Sistem Pengontrol Keamanan Rumah dengan Smart CCTV Menggunakan Arduino Berbasis Telegram 系统设计基于家庭安全监控智能用Arduino控制器的电报

InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) Pub Date : 2019-09-12 DOI: 10.30743/INFOTEKJAR.V4I1.1598

D. Setiawan, Joni Eka Candra, Cosmas Eko Suharyanto

{"title":"Perancangan Sistem Pengontrol Keamanan Rumah dengan Smart CCTV Menggunakan Arduino Berbasis Telegram","authors":"D. Setiawan, Joni Eka Candra, Cosmas Eko Suharyanto","doi":"10.30743/INFOTEKJAR.V4I1.1598","DOIUrl":"https://doi.org/10.30743/INFOTEKJAR.V4I1.1598","url":null,"abstract":"The development of increasingly modern times like now, has make us to always be inspired and provide new ideas in developing appropriate and advanced technology, then it needs a tool that can help humans to facilitate access to obtain information, one of them is home security information, because not a few criminal acts that occur in our homes when we are outside, then more supervision is needed, so with that problem created the idea to make a tool (smart cctv) as our home monitor by utilizing the telegram application as a remote controller, serial camera VC0706 as a media image capture, and using the NodeMCU ESP8266 as the controller. After the prototype test results which is conducted each function of each component used already functions in the order specified, when the device is activated NodeMCU ESP8266 will be directly connected to the specified Wi-Fi network, a camera connected to a surveillance monitor can also automatically take pictures at the same time and send images to the Telegram application when the sensor detects movement, the buzzer will also automatically ring so that it can provide information to those around that at our house there is a crime attempt.","PeriodicalId":236794,"journal":{"name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132247884","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: 8

Analisis Kelayakan Kredit Berbasis Algoritma K-Nearest Neighbor (Studio Kasus: Koperasi AKU)

InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) Pub Date : 2019-09-11 DOI: 10.30743/INFOTEKJAR.V4I1.1264

Rusda Wajhillah, Irsyad Hafizh Ubaidallah, S. Bahri

{"title":"Analisis Kelayakan Kredit Berbasis Algoritma K-Nearest Neighbor (Studio Kasus: Koperasi AKU)","authors":"Rusda Wajhillah, Irsyad Hafizh Ubaidallah, S. Bahri","doi":"10.30743/INFOTEKJAR.V4I1.1264","DOIUrl":"https://doi.org/10.30743/INFOTEKJAR.V4I1.1264","url":null,"abstract":"Kredit macet merupakan sumber ancaman terbesar dalam menjalankan operasi bisnis, dan mampu menyebabkan kesulitan keuangan pada masa mendatang, dan telah tercatat 40% kredit macet pada sejumlah koperasi di Salatiga, 10 milyar kredit macet di Kabupaten Bantul, serta tumpukan kredit macet yang rata-rata mencapai 10% menyebabkan peningkatan koperasi tidak aktif hingga 29%. Analisa kredit sangat dibutuhkan untuk menekan resiko terjadinya kredit bermasalah. Salah satu cara untuk mengurangi resiko kredit bermasalah yaitu mengunakan sebuah algoritma yang mampu mengklasifikasikan data kelayakan pemberian kredit, salah satu algoritma yang telah sukses diterapkan oleh beberapa peneliti yaitu algoritma K-Nearest Neighbor hal ini disebabkan karena algoritma ini cocok digunakan untuk dataset yang berukuran tidak terlalu besar seperti pada dataset penelitian ini yang hanya terdapat 276 data yang dibagi kedalam 2 kategori 94 macet 182 lancar. Dari dataset yang di uji hasil yang didapatkan akurasi tertinggi sebesar 79,45% pada nilai K=1, dengan rata-rata akurasi 73,696%, dan nilai AUC tertinggi didapat pada K=9 dengan nilai sebesar 0,811, dengan nilai akurasi tersebut algoritma K-NN memiliki kinerja cukup baik dalam proses klasifikasi data kelayakan pemberian kredit.","PeriodicalId":236794,"journal":{"name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122030810","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

Rancang Bangun Robot Vacum Cleaner Berbasis Mikrokontroler dengan Pengendali Smartphone Android 设计一个基于微控制器的机器人吸尘器与Android智能手机控制器

InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) Pub Date : 2019-09-10 DOI: 10.30743/INFOTEKJAR.V4I1.1297

Ade Zulkarnain Hasibuan, Munjiat Setiani Asih

引用次数: 5

Layanan e-Surat Berbasis Mobile Application di Desa Waru Barat Pamekasan

InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) Pub Date : 2019-09-08 DOI: 10.30743/INFOTEKJAR.V4I1.1637

Badar Said, E. Prasetyo

{"title":"Layanan e-Surat Berbasis Mobile Application di Desa Waru Barat Pamekasan","authors":"Badar Said, E. Prasetyo","doi":"10.30743/INFOTEKJAR.V4I1.1637","DOIUrl":"https://doi.org/10.30743/INFOTEKJAR.V4I1.1637","url":null,"abstract":"Pelayanan publik di tingkat pemerintahan desa sampai saat ini masih banyak yang belum memanfaatkan teknologi secara maksimal. Salah satunya untuk pembuatan surat yang dibutuhkan oleh warga desa. Hal ini juga terjadi di Desa Waru Barat Kecamatan Waru Kabupaten Pamekasan. Sering kali warga harus menunggu satu sampai dua hari untuk proses pembuatan surat. Hal itu disebabkan oleh keterbatasan perangkat, lemahnya keahlian sumber daya manusia, serta ketersediaan data yang kurang akurat untuk proses pembuatan surat tersebut. Pemanfaatan teknologi di Desa Waru Barat Kecamatan Waru Kabupaten Pamekasan hanya sebatas penggunaan aplikasi perkantoran dasar, sedangkang disisi lain mayoritas warga sudah menggunakan teknologi gadget terutama para kaum muda.Dari fakta diatas maka sangat layak dilakukan penerapan e-surat berbasis mobile applicationdi Desa Waru Barat. Setiap warga dapat melakukan permohonan pembuatan surat dari mana saja dan kapan saja melalui gadget masing-masing. Warga hanya memilih jenis surat dan mengisi NIK dan beberapa keterangan tentang surat yang akan dibuat. Aparatur desa juga dimudahkan karena hanya cukup melakukan validasi dan mencetak surat yang telah diisi oleh warga secara online. Pengembangan aplikasi ini menggunakan slim framework, Angular 6, dan Ionic 3.Setalah dilakukan ujicoba dan beberapa analisis dapat diketahui bahwa masyarakat sangat dimudahkan dengan fasilitas pelayanan yang diberikan oleh kantor desa waru barat, serta dapat membatu aparatur desa karena tidak perlu membuat file surat untuk masing-masing warga yang mengajukan surat. Dari hasil rekap kuesioner System Usability Scale (SUS)yang diisi oleh warga dan aparatur desa menunjukkan rata-rata nilai sebesar 81,hal ini menunjukkan penilaian sangat baik.","PeriodicalId":236794,"journal":{"name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123696189","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

Implementasi Algoritma K-Means Dalam Penentuan Prioritas Rehabilitasi Daerah Aliran Sungai Cipunagara 目标的执行算法是决定cipunfy river地区优先恢复的手段

InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) Pub Date : 2019-09-07 DOI: 10.30743/INFOTEKJAR.V4I1.1633

Odi Nurdiawan, Fidya Arie Pratama

{"title":"Implementasi Algoritma K-Means Dalam Penentuan Prioritas Rehabilitasi Daerah Aliran Sungai Cipunagara","authors":"Odi Nurdiawan, Fidya Arie Pratama","doi":"10.30743/INFOTEKJAR.V4I1.1633","DOIUrl":"https://doi.org/10.30743/INFOTEKJAR.V4I1.1633","url":null,"abstract":"Kekeringan salah satu kejadian yang sering terjadi pada wilayah indramayu bagian barat, rehabilitasi daerah aliran sungai menjadi salah satu alternatif. Lahan lahan wilayah subang - indramayu dalam keadan kritis, maka perlu dilakukan pengelompokan wilayah lahan kritis menggunakan algoritma k-means, sehingga mudah dalam menentukan prioritas rehabilitasi daerah aliran sungai. Penelitian ini dibagi menjadi 3 tahap diantaranya Tahap 1 (Satu) pada tahap penelitian ini menentukan objek penelitian, yang akan dijadikan objek yaitu kelompok budidaya pertanian dan Bina Pengelola Daerah Aliran Sungai, kemudian dilakukan rumusan masalah. Tahap 2 (Dua) mengumpulkan data primer yang akan dilakukan pre-processing. Tahap 3 (Tiga) penerapan algoritma k-means dan Parameter data yang berpengaruh dalam menentukan tingkat kekritisan lahan yaitu skor penutupan lahan, skor lereng, skor erosi, skor produktivitas dan skor manajemen. Sehingga diketahui kelompok wilayah lahan kritis yang tinggi. Hasil penelitian ini rehabilitasi daerah aliran sungai cipunagara dengan menggunakan metode algoritma k-means dapat menghasilkan kumpulan cluster dengan indeks Davies-Bouldin terkecil kumpulan cluster terbaik adalah cluster_1 dengan nilai 1886.707.","PeriodicalId":236794,"journal":{"name":"InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan)","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133666688","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

Sistem Informasi Peminjaman Dana Pada Koperasi Karyawan Dengan Pendekatan Sekuensial Linier 一种基于线性序列的员工贷款信息系统

InfoTekJar (Jurnal Nasional Informatika dan Teknologi Jaringan) Pub Date : 2019-09-07 DOI: 10.30743/INFOTEKJAR.V4I1.1581

Nani Agustina, Entin Sutinah, Rizal Gustiar

引用次数: 1