JIPI Jurnal IPA dan Pembelajaran IPA最新文献

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WEBSITE SECURITY TEST AT THE UNIVERSITY OF MATARAM USING VULNERABILITY ASSESSMENT 网站安全测试在马塔兰大学使用漏洞评估
JIPI Jurnal IPA dan Pembelajaran IPA Pub Date : 2023-05-30 DOI: 10.29100/jipi.v8i2.3830
M. Adha, Zitnaa Dhiaaul Kwa, Alva Hendi Muhammad
{"title":"WEBSITE SECURITY TEST AT THE UNIVERSITY OF MATARAM USING VULNERABILITY ASSESSMENT","authors":"M. Adha, Zitnaa Dhiaaul Kwa, Alva Hendi Muhammad","doi":"10.29100/jipi.v8i2.3830","DOIUrl":"https://doi.org/10.29100/jipi.v8i2.3830","url":null,"abstract":"Perkembangan internet dan teknologi telah memberikan dampak yang besar terhadap berbagai kebutuhan manusia. Menurut data dari Internet Live Stats ada lebih dari 5 miliar pengguna internet saat ini. Dengan banyaknya pengguna internet dan website, maka akan semakin banyak juga pihak yang menyalahgunakan internet dan website dalam tindak pidana. Sebuah website membutuhkan tingkat keamanan yang tinggi untuk mencegah penipuan dan manipulasi yang dilakukan oleh pihak yang tidak bertanggung jawab. Dalam melindungi informasi yang terdapat pada website, kerentanan website menjadi perhatian penting agar tidak mudah dieksploitasi. Langkah-langkah yang dapat dilakukan adalah dengan memulai dengan menerapkan metode penetration testing untuk mengetahui kerentanan pada website yang dijadikan objek penelitian oleh penulis sehingga hasil dari proses pengujian dapat menjadi gambaran kondisi dan kerentanan apa saja yang ada. pada situs web target atau objek situs web. Pada penelitian ini website yang menjadi sasaran adalah unram.ac.id milik Universitas Mataram yang digunakan untuk operasional perusahaan dengan menggunakan beberapa tools pengujian yaitu Hosted Scan dalam pencarian ulang dan pengujian keamanan website sebelumnya. Pada penelitian ini ditemukan beberapa kerentanan pada level tinggi, sedang, dan rendah pada website target, sehingga dilakukan pengujian dan perbaikan pada website sehingga dapat meningkatkan keamanan layanan website yang akan digunakan untuk perusahaan. operasi","PeriodicalId":32696,"journal":{"name":"JIPI Jurnal IPA dan Pembelajaran IPA","volume":"19 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89205642","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
E-GOVERNMENT RISK MANAGEMENT ANALYSIS USING PERMENPAN RB NUMBER 5 OF 2020 AT COMMUNICATION AND INFORMATION OFFICE OF XYZ REGENCY 电子政务风险管理分析,使用2020年第5号永久文件在xyz政府通信和信息办公室
JIPI Jurnal IPA dan Pembelajaran IPA Pub Date : 2023-05-30 DOI: 10.29100/jipi.v8i2.3475
Ozha Dilatri Niverta, F. Setiadi, Kusuma Adi Achmad
{"title":"E-GOVERNMENT RISK MANAGEMENT ANALYSIS USING PERMENPAN RB NUMBER 5 OF 2020 AT COMMUNICATION AND INFORMATION OFFICE OF XYZ REGENCY","authors":"Ozha Dilatri Niverta, F. Setiadi, Kusuma Adi Achmad","doi":"10.29100/jipi.v8i2.3475","DOIUrl":"https://doi.org/10.29100/jipi.v8i2.3475","url":null,"abstract":"Teknologi Informasi (TI) sering dimanfaatkan oleh instansi pemerintah untuk mendukung pencapaian tujuan pemerintahan. Semakin tinggi penerapan TI pada instansi pemerintah, maka semakin tinggi pula an-caman dan risiko yang terjadi. Pemerintah Kabupaten XYZ merupakan salah satu instansi pemerintah yang menerapkan Sistem Pemerintah Berbasis Elektronik (SPBE). Penerapan SPBE melalui pemanfaatan TI un-tuk memberikan layanan kepada pengguna SPBE memerlukan manajemen risiko. Pemanfaatan TI berbasis manajemen risiko memudahkan dalam mencapai tujuan, mengurangi risiko, dan melindungi sumber daya TI instansi pemerintah. Penelitian ini bertujuan untuk mengidentifikasi potensi risiko-risiko yang terjadi menggunakan Peraturan Menteri Pendayagunaan Aparatur Negara dan Reformasi Birokrasi (PERMENPAN RB) Nomor 5 Tahun 2020 tentang Pedoman Manajemen Risiko Sistem Pemerintahan Berbasis Elektronik. Hasilnya menunjukan bahwa terdapat 23 kemungkinan risiko yang terjadi, terbagi menjadi dua kategori, meliputi risiko positif dan risiko negatif. Risiko positif, meliputi kesesuaian layanan SPBE dengan rencana induk SPBE nasional, fleksibilitas arsitektur SPBE, kesesuaian penerapan SPBE dengan visi dan misi serta regulasi terkait, fleksibilitas kerja pegawai, kesesuaian kebutuhan infrastruktur SPBE dan prioritas instansi, ketepatan waktu penyelesaian proyek SPBE, penerapan keamanan informasi (backup data), dan pemuta-khiran proses bisnis dan layanan SPBE. Analisis risiko negatif yang berdampak tinggi adalah minimnya pelatihan TI untuk staf yang diselenggarakan oleh pemerintah daerah. Berdasarkan evaluasi, diperlukan rencana mitigasi penanganan risiko SPBE terkait kurang mahirnya staf dalam mengakses aplikasi, phish-ing, pembobolan website pemerintah daerah, kerusakan komponen perangkat keras, dan ketidaksesuaian ketrampilan TI dan kebutuhan SPBE.","PeriodicalId":32696,"journal":{"name":"JIPI Jurnal IPA dan Pembelajaran IPA","volume":"47 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78693527","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
USER INTERFACE ANALYSIS IN MOBILE BANKING APPLICATION USING DESIGN THINKING METHODS WITH USER SEGMENTS FOR ELDERLY OF PEKANABARU (STUDY CASE : BANK XYZ) 基于设计思维方法的北碚老年用户群体手机银行应用界面分析(研究案例:bank xyz)
JIPI Jurnal IPA dan Pembelajaran IPA Pub Date : 2023-05-30 DOI: 10.29100/jipi.v8i2.3613
Tiara Lasya Azzara, G. Wisudiawan, Aristyo Hadikusuma
{"title":"USER INTERFACE ANALYSIS IN MOBILE BANKING APPLICATION USING DESIGN THINKING METHODS WITH USER SEGMENTS FOR ELDERLY OF PEKANABARU (STUDY CASE : BANK XYZ)","authors":"Tiara Lasya Azzara, G. Wisudiawan, Aristyo Hadikusuma","doi":"10.29100/jipi.v8i2.3613","DOIUrl":"https://doi.org/10.29100/jipi.v8i2.3613","url":null,"abstract":"Perusahaan perbankan XYZ membuka layanan perbankan dengan konsep memberikan layanan kepada masyarakat yang menggunakan mobile banking. Namun, pengguna mobile banking saat ini harus memiliki kartu identitas terlebih dahulu, menggunakan mobile banking minimal berusia 18 tahun dan tidak ada batasan usia maksimal. Rata-rata penggunaan mobile banking adalah generasi Y dan Z, yaitu pada skala usia 18 hingga 35 tahun. Oleh karena itu, penelitian ini bertujuan untuk mengkaji berapa banyak pengguna lansia yang menggunakan mobile banking XYZ. Sebagai analisis pengalaman pengguna jangka panjang memiliki karakteris- tik dalam memfasilitasi pengguna dalam hal kegunaan serta pengalaman pengguna saat menggunakan aplikasi. Studi ini memberikan analisis komparatif Design Thinking dan pengujian kegunaan. Pengujian usability dil- akukan pada 5 responden lansia. Pengguna aplikasi didasarkan pada empat parameter, yaitu tugas yang diselesaikan, kesalahan selama kinerja tugas, waktu per tugas yang diselesaikan, dan jumlah klik selama kinerja tugas. Setelah dilakukan pengujian, responden diwawancarai untuk mengetahui tanggapan dan permasalahan yang dialami selama pengujian ini, hasil pengujian usability menunjukkan bahwa aplikasi XYZ Mobile unggul dalam parameter task complete. Namun banyak lansia yang bingung cara menggunakannya, banyaknya huruf yang ukurannya tidak sesuai dengan sudut pandang lansia. Hasil kuisioner menunjukkan bahwa aplikasi XYZ Mobile memiliki nilai unggul dalam aspek perpicuity, efficiency, dependability, dan stimulation. Setelah data dio- lah dan dianalisa, dapat disimpulkan bahwa aplikasi XYZ Mobile memiliki aspek User Interface yang sangat ku- rang, terutama untuk pengguna yang berusia lanjut, baik yang berusia 40 tahun ke atas. Melihat hasil penelitian sebelumnya mengenai aplikasi mobile banking untuk lansia mendapat respon yang positif, hal ini menjadi moti- vasi bagi penulis dalam melakukan penelitian ini untuk mendapatkan respon yang lebih baik terutama dari para lansia yang berusia 60 tahun ke atas, sehingga agar aplikasi layanan yang dibuat nantinya dapat bermanfaat bagi para lansia. Oleh karena itu, dalam perancangan ini untuk lansia perlu diketahui kebutuhan apa saja yang dibu- tuhkan dalam aplikasi mobile banking ini, serta mudah digunakan untuk mengakomodir kebutuhan mobile bank- ing mereka agar para lansia dapat terus menggunakannya. Oleh karna itu hasil dari penelitian yang dilakukan pada penelitian ini adalah, didapatkan perbandingan kategori penerimaan dari “Tidak Diterima” sampai “Diterima”, skala nilai yang akan diterima dan peringkat kata sifat dari “Buruk” sampai “Baik”. Dari nilai tersebut desain prototipe dapat dikategorikan dalam rentang yang baik dengan grade A dimana desain prototipe dapat diterima oleh pengguna. Penulis mengajukan penelitian ini untuk menghasilkan model antarmuka yang sesuai dengan tujuan dan kebutuhan pengguna dalam menggunakan layanan MBanking XYZ dapat dicapai dengan menggunakan Design Thinking yang da","PeriodicalId":32696,"journal":{"name":"JIPI Jurnal IPA dan Pembelajaran IPA","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83635999","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 SISTEM INFORMASI LAYANAN ADMINISTRASI DESA BERBASIS WEB DI DESA DUKUH 设计一个基于WEB的村庄管理信息系统
JIPI Jurnal IPA dan Pembelajaran IPA Pub Date : 2023-05-30 DOI: 10.29100/jipi.v8i2.3553
Anita Lusi Romadhon, M. Maryam
{"title":"RANCANG BANGUN SISTEM INFORMASI LAYANAN ADMINISTRASI DESA BERBASIS WEB DI DESA DUKUH","authors":"Anita Lusi Romadhon, M. Maryam","doi":"10.29100/jipi.v8i2.3553","DOIUrl":"https://doi.org/10.29100/jipi.v8i2.3553","url":null,"abstract":"Dukuh Village is a government unit that provides services to the community. One of the services provided by the village government is a letter request service. So far, the process of submitting a letter is still done manually, villagers must come to the Village Office to apply for a letter and the head's signature. The current effective village process takes a long time and is less and less efficient. Data collection is still done manually, causing many writing errors, requiring more storage space and disorganized data. The purpose of this study was to build an information system for Dukuh village administra-tion services to facilitate the service process. The method used in developing the system is the waterfall method, the stages","PeriodicalId":32696,"journal":{"name":"JIPI Jurnal IPA dan Pembelajaran IPA","volume":"39 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85730909","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
PENINGKATAN HASIL BELAJAR SISWA MELALUI PENGGUNAAN QUIZIZZ SEBAGAI ALAT PEMBELAJARAN INTERAKTIF DI SMK 通过使用QUIZIZZ作为一种互动学习工具,提高学生的学习成绩
JIPI Jurnal IPA dan Pembelajaran IPA Pub Date : 2023-05-30 DOI: 10.29100/jipi.v8i2.4156
M. Cholik
{"title":"PENINGKATAN HASIL BELAJAR SISWA MELALUI PENGGUNAAN QUIZIZZ SEBAGAI ALAT PEMBELAJARAN INTERAKTIF DI SMK","authors":"M. Cholik","doi":"10.29100/jipi.v8i2.4156","DOIUrl":"https://doi.org/10.29100/jipi.v8i2.4156","url":null,"abstract":"Education in the digital era has experienced rapid development with the presence of various innovative technologies. One of them is Quizizz, an interactive learning platform popular at various educational levels. The use of Quizizz in Vocational High Schools (SMK) has the potential to enhance student learning outcomes. However, comprehensive research on the effectiveness of Quizizz usage in SMK is still limited. Therefore, this research aims to fill the knowledge gap. This study employs a quasi-experimental method with a quantitative approach. The research sample consists of two X TKR classes at SMK Dharma Bahari Surabaya. The experimental class utilizes Quizizz, while the control class employs quizzes based on Google Forms. The research results indicate an improvement in student learning outcomes in both groups. However, the most significant improvement in learning outcomes occurs in the group using the educational game application Quizizz. This research supports the hypothesis that the use of Quizizz can enhance student learning outcomes in mechanical measurement competency. These findings provide an important contribution to our understanding of the utilization of Quizizz as a learning tool in SMK and its implications for student learning outcomes.","PeriodicalId":32696,"journal":{"name":"JIPI Jurnal IPA dan Pembelajaran IPA","volume":"43 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80639671","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
Klasifikasi Laju Pernapasan dan Saturasi Oksigen Menggunakan Regresi Logistik 呼吸速率和氧饱和度的分类使用物流回归
JIPI Jurnal IPA dan Pembelajaran IPA Pub Date : 2023-05-30 DOI: 10.29100/jipi.v8i2.3481
Alfi Zahra Hafizhah, Sinung Suakanto, R. Y. Fa’rifah, Edi Triono Nuryatno
{"title":"Klasifikasi Laju Pernapasan dan Saturasi Oksigen Menggunakan Regresi Logistik","authors":"Alfi Zahra Hafizhah, Sinung Suakanto, R. Y. Fa’rifah, Edi Triono Nuryatno","doi":"10.29100/jipi.v8i2.3481","DOIUrl":"https://doi.org/10.29100/jipi.v8i2.3481","url":null,"abstract":"Saturasi oksigen dan laju pernapasan adalah dua parameter dasar yang digunakan untuk menilai kondisi pasien, khususnya pernapasan. Gagal jantung dan COVID-19 adalah beberapa penyakit yang berhubungan dengan dua parameter ini. Gagal jantung memiliki gejala pernapasan spesifik seperti nyeri dada dan sesak napas, yang disebabkan oleh ketidaknormalan pada saturasi oksigen dan laju pernapasan. COVID-19 merupakan penyakit yang baru ditemukan pada tahun 2019 dan penyakit ini juga memiliki keterkaitan yang dekat dengan pernapasan. Jika terinfeksi, COVID-19 dapat menyebabkan acute respiratory distress syndrome (ARDS), pneumonia, dan permasalahan dengan organ tubuh lainnya, yang dapat menyebabkan kematian bagi penderitanya. Maka dari itu, kedua parameter ini sangat penting untuk menentukan kondisi pernapasan pasien. Penelitian ini bertujuan untuk membangun sebuah model regresi logistik untuk mengklasifikasikan kondisi pernapasan pasien menggunakan saturasi oksigen dan laju pernapasan sebagai parameter. Regresi logistik digunakan karena kecocokan dari kelebihan model dengan data yang digunakan dalam penelitian dan algoritma ini dapat menjelaskan pengaruh parameter-parameter independen yang digunakan terhadap parameter dependennya. Kemudian model ini akan di evaluasi menggunakan metode F1-Macro. Penyelesaian penelitian menggunakan CRISP-DM metodologi, serta mempersiapkan data menggunakan metode downsampling dan mengategorikan nilai dari variabel-variabel untuk mendapatkan hasil model yang lebih baik. Akurasi dari model testing adalah 87.5%, sementara akurasi evaluasi menggunakan F1-Macro adalah 87%. Hasil dari penelitian ini juga sudah sesuai dengan teori medis yang dilihat dari interpretasi koefisien saturasi oksigen dan laju pernapasan.","PeriodicalId":32696,"journal":{"name":"JIPI Jurnal IPA dan Pembelajaran IPA","volume":"37 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80318689","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
ANALYSIS OF THE EFFECT OF VSM ON THE MEMORY ACQUISITION PROCESS USING THE DYNAMIC ANALYSIS METHOD 运用动态分析方法分析VSM对记忆获取过程的影响
JIPI Jurnal IPA dan Pembelajaran IPA Pub Date : 2023-05-30 DOI: 10.29100/jipi.v8i2.3745
Sinta Nur Maulina, N. Cahyani, E. Jadied
{"title":"ANALYSIS OF THE EFFECT OF VSM ON THE MEMORY ACQUISITION PROCESS USING THE DYNAMIC ANALYSIS METHOD","authors":"Sinta Nur Maulina, N. Cahyani, E. Jadied","doi":"10.29100/jipi.v8i2.3745","DOIUrl":"https://doi.org/10.29100/jipi.v8i2.3745","url":null,"abstract":"At first, forensics was restricted to studying data that was stored on a system's hard disk. However, as storage capacity and data encryption increased, applying conventional digital forensic procedures became more challenging. As a result, memory forensics techniques are developed, or are frequently referred to as live forensics, because the process is quicker and more sophisticated. Volatile memory forensics, often known as live forensics, are necessary for this condition. Live forensics has flaws, specifically that some programs can fail when the computer is in active VSM (virtual secure mode). This results in the retrievable evidence being lost. Therefore, determining the cause is essential. The software-based memory acquisition tools Autopsy, Isobuster, DumpIt, and Magnet RAM Capturer are just a few examples. According to the findings of the experiments, the tools that have crashed include DumpIt v1.3.2.20110401. A dynamic code analysis using WindBg as a tool was utilized to study the impact of VSM on the memory acquisition tool. This study's goal is to identify the instances of crashes in various forensic instruments, which will be highly useful for forensic experts performing investigations.","PeriodicalId":32696,"journal":{"name":"JIPI Jurnal IPA dan Pembelajaran IPA","volume":"14 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81832091","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 Sistem Informasi Kolaborasi Kampus Pendamping Bumdes Sumatera Selatan Dengan Menggunakan Metode Extreme Programming 一种采用极端编程方法设计南苏门答腊贝朗台校正校正的信息系统
JIPI Jurnal IPA dan Pembelajaran IPA Pub Date : 2023-05-30 DOI: 10.29100/jipi.v8i2.3468
W. Setiawan, Edi Surya Negara
{"title":"Perancangan Sistem Informasi Kolaborasi Kampus Pendamping Bumdes Sumatera Selatan Dengan Menggunakan Metode Extreme Programming","authors":"W. Setiawan, Edi Surya Negara","doi":"10.29100/jipi.v8i2.3468","DOIUrl":"https://doi.org/10.29100/jipi.v8i2.3468","url":null,"abstract":"The development of technology so quickly in the current era which also has an impact on various aspects of life. The same applies to higher economic growth. People are also required to use technology in order to develop in the world of marketing and introduce their products or businesses. As for this study, using the extreme programming method because developers and clients can provide information to each other so that it can make it easier to develop the system as well as produce a quality and productive system. The stages that are carried out are planning (planning), designing (design)","PeriodicalId":32696,"journal":{"name":"JIPI Jurnal IPA dan Pembelajaran IPA","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75466985","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
IMPROVED REAL-TIME HOUSE FIRE DETECTION SYSTEM PERFORMANCE WITH IMAGE CLASSIFICATION USING MOBILENETV2 MODEL 利用mobilenetv2模型进行图像分类,提高实时房屋火灾探测系统的性能
JIPI Jurnal IPA dan Pembelajaran IPA Pub Date : 2023-05-30 DOI: 10.29100/jipi.v8i2.3803
M. Faris, Endro Ariyanto, Yogi Anggun Saloko Yudo
{"title":"IMPROVED REAL-TIME HOUSE FIRE DETECTION SYSTEM PERFORMANCE WITH IMAGE CLASSIFICATION USING MOBILENETV2 MODEL","authors":"M. Faris, Endro Ariyanto, Yogi Anggun Saloko Yudo","doi":"10.29100/jipi.v8i2.3803","DOIUrl":"https://doi.org/10.29100/jipi.v8i2.3803","url":null,"abstract":"The problem with the Ardunio microcontroller-based fire detection system with fire and smoke sensors is the detection distance. For example, in another research, it was stated that the maximum distance for fire detection on two pieces of paper that were burned was 140 cm. This means that if the fire point is at a farther distance, the system cannot detect a fire early, of course, this will be problematic if used in a wider room. Based on these problems, a system is needed that can detect fires in large rooms. A method that can be used is detection using image classification. MobileNetV2 is a real-time model for classifying or detecting an object in an image. In this study, the model was built using real-time based on the TensorFlow and Keras libraries. The system will use a laptop with an Nvidia GeForce MX130 GPU, a 48MP resolution smartphone camera, and the OpenCV library for the image classification process, as well as Telegram for sending fire notifications via the Re-quests library. The test results obtained on burnt 80/90 motorcycle tires, the most optimal detection distance is 7 meters with an accuracy of 99.91%. While testing on two sheets of paper that are burned, the most optimal detection distance is 3 meters with an accuracy of 99.75%. The average response time obtained varies greatly from 74.5 ms to 117.1 ms, which depends on the internet network connection.","PeriodicalId":32696,"journal":{"name":"JIPI Jurnal IPA dan Pembelajaran IPA","volume":"11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79210807","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 ARSITEKTUR SISTEM PEMERINTAHAN BERBASIS ELEKTRONIK PADA URUSAN SOSIAL DI PEMERINTAH PROVINSI JAWA BARAT BERBASIS KONSEP ENTERPRISE ARCHITECTURE MENGGUNAKAN KERANGKA KERJA TOGAF ADM 西爪哇省政府以电子为基础的社会事务管理系统的设计设计,采用了企业建筑的基本框架
JIPI Jurnal IPA dan Pembelajaran IPA Pub Date : 2023-05-30 DOI: 10.29100/jipi.v8i2.3454
Kinanti Tiara Ningtyas, S. Gumilang, Ridha Hanafi
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