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All Journal Indonesian Journal of Applied Linguistics (IJAL) International Journal of Education BAHASA DAN SASTRA Lingua Cultura Jurnal Matematika & Sains Jurnal Arbitrer Fakultas Pertanian English Review: Journal of English Education Jurnal Penelitian Pendidikan Journal of Mechanical Engineering Education (Jurnal Pendidikan Teknik Mesin) Cosmogov: Jurnal Ilmu Pemerintahan EDULITE: Journal of English Education, Literature and Culture JURNAL ILMU PEMERINTAHAN Agricore: Jurnal Agribisnis dan Sosial Ekonomi Pertanian Unpad Journal of Language and Literature JOIV : International Journal on Informatics Visualization POLYGLOT Language Literacy: Journal of Linguistics, Literature, and Language Teaching LLT Journal: A Journal on Language and Language Teaching IJoLE: International Journal of Language Education Indonesian EFL Journal RESAM Jurnal Hukum Edukasi Islami: Jurnal Pendidikan Islam JURNAL ILMIAH MAHASISWA AGROINFO GALUH Buana Pendidikan: Jurnal Fakultas Keguruan dan Ilmu Pendidikan Unipa Surabaya Jurnal Cendekia : Jurnal Pendidikan Matematika Jurnal Basicedu JOURNAL OF APPLIED LINGUISTICS AND LITERATURE JURIKOM (Jurnal Riset Komputer) YUME : Journal of Management FITOFARMAKA: Jurnal Ilmiah Farmasi JPM : Jurnal Pendidikan Matematika Journal of Indonesian Tourism, Hospitality and Recreation Gema Wiralodra Jurnal Abdimas Mandiri Jurnal InTent: Jurnal Industri dan Teknologi Terpadu REiLA: Journal of Research and Innovation in Language Academia Praja : Jurnal Ilmu Politik, Pemerintahan dan Administrasi Publik PHI: Jurnal Pendidikan Matematika JP2M (Jurnal Pendidikan dan Pembelajaran Matematika) Jurnal Inovasi dan Teknologi Pembelajaran (JINOTEP) Kajian dan Riset Dalam Teknologi Pembelajaran Jurnal Maenpo : Jurnal Pendidikan Jasmani Kesehatan dan Rekreasi AS-SABIQUN: Jurnal Pendidikan Islam Anak Usia Dini Anaphora: Journal of Language. Literary and Cultural Studies JOURNAL OF INDONESIAN COMPARATIVE OF SYARIAH LAW Ethical Lingua: Journal of Language Teaching and Literature Caraka Prabu : Jurnal Ilmu Pemerintahan Journal of Industrial Engineering & Management Research (JIEMAR) MEDIASI Jurnal Kajian dan Terapan Media, Bahasa, Komunikasi JOLLT Journal of Languages and Language Teaching ABDIKARYA: Jurnal Pengabdian dan Pemberdayaan Masyarakat Jurnal Abdimas Kartika Wijayakusuma International Journal of Progressive Mathematics Education Absorbent Mind EduStream: Jurnal Pendidikan Dasar Indonesian Journal of EFL and Linguistics Industrial and Domestic Waste Management Journal of Management and Digital Business Journal of Agri-Food Science and Technology (JAFoST) Online Learning in Educational Research Jomantara International Journal of Art and Culture JEPAL (Journal of English Pedagogy and Applied Linguistics) Jurnal Basicedu DIMASATRA Studies in English Language and Education Jurnal Pengabdian Pada Masyarakat TELL - US JOURNAL Jurnal Pengabdian Masyarakat Bangsa Kapas: Kumpulan Artikel Pengabdian Masyarakat PASCIDEV: Pasundan Social Science Development Jurnal Lentera Pengabdian Education Journal: Journal Educational Research and Development International Proceedings of Nusantara Raya AMMA : Jurnal Pengabdian Masyarakat Tadris al-'Arabiyyah: Jurnal Pendidikan Bahasa Arab dan Kebahasaaraban IRA Jurnal Pengabdian Kepada Masyarakat Socius: Social Sciences Research Journal SWADIMAS: JURNAL PENGABDIAN KEPADA MASYARAKAT SINTESA Indonesian Journal of Community Empowerment Jurnal Ilmu Multidisiplin Journal of Pedagogical and Teacher Professional Development Blockchain, Artificial Intelligence, and Future Research
Wawan Gunawan
Sekolah Pascasarjana, Institut Pertanian Bogor
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Journal : JOIV : International Journal on Informatics Visualization

 1 
Prediction of Cross-Platform and Native Apps Technology Opportunities for Beginner Developers Using C 4.5 and Naive Bayes Algorithms Gunawan, Wawan; Wiradiputra, Raychal Ababil; Puspita Sari, Anggi; Prayama, Deddy; Rikardo Nainggolan, Esron
JOIV : International Journal on Informatics Visualization Vol 7, No 4 (2023)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.7.4.1514

Abstract

The competition between native and cross-platform app development makes application development simpler, safer, and more scalable. However, developers must have sufficient fundamentals, and the industry must conduct good research to shorten development time and minimize expenses. In order to solve these problems, this study made a prediction that discusses the technology that has a chance to survive in the industry so as not to be left behind in technology. Using Naïve Bayes and C 4.5 algorithms into a dataset with nine programming languages related to mobile app development. Results obtained in This research show Dart as a programming language that supports cross-platform frameworks and Kotlin as a programming language that supports native app frameworks is a technology that would have the opportunity in the future with an accuracy level above 90% with Naïve Bayes and C 4.5 algorithms. These results are obtained by testing an algorithm model using MAPE, consistent dataset sharing, and careful data processing. This research Can help entry-level developers learn and deepen the fundamentals of technology and can add knowledge to the industry in choosing a technology.
Attendance System Leveraging Haar Cascade Detection And CNN-Based Facenet Recognition Technology Syarif, Muhammad Adib; Gunawan, Wawan
JOIV : International Journal on Informatics Visualization Vol 9, No 2 (2025)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.9.2.2464

Abstract

The objective of this research is to investigate face identification methods in the context of employee recognition as a solution to the problem of attendance that still uses manual methods or applications without identity validation. The main goal is to achieve optimal accuracy and consistency in the identification process using Convolutional Neural Networks (CNN) with FaceNet and Haar Cascade. This research focuses on the challenge of managing employee attendance, particularly for those who are working remotely, which can be vulnerable to fraudulent activity. The proposed solution combines facial recognition to enhance identity verification, attendance tracking, and assist companies in achieving their goals. The study employed a dataset of 1,050 employee face data and divided it into three scenarios for training and testing ratios: the first scenario (80:20), the second scenario (70:30), and the third scenario (60:40). The results indicate that the model in the first scenario had the highest accuracy value of 98% and outperformed the models in the second and third scenarios in terms of precision, recall, and f1-score, with values of 98.60%, 98.70%, and 98.60%, respectively. The results indicate that the model used in the first scenario is the most effective in classifying predicted cases and consistently predicting employee identification. Based on these findings, we recommend implementing suggestions such as adding datasets and analyzing important classes to improve the accuracy and generalization of face identification models in the context of employee recognition. Combining facial recognition improves identity verification and attendance tracking, making it easier for companies to manage employee attendance with greater effectiveness.­
Co-Authors A Halim Aceng Ruhendi Syaifullah Achmad Noerkhaerin Putra Achmad Syarifudin, Achmad Afni Khadijah Agus Zainal Arifin Ajmi, Daep Ulil Alfiana, Herlia Alkayisy, Muhammad Ilyas Amali, Mutiah Aulia Ambarsari, Wiwik Amirah, Izzatul ANDRI KURNIAWAN Anggraeni, Raden Dewi Anis Masyruroh Anisa Anisa Annaqsyabandy, Bahaudin Aprilia, Bunga Apriliasari, Lusiana Arif Budi Sulistyo Arini, Yayuk Sri Wahyu Endah Arrosyid, Barru AS, Zaenal Abidin Ashidiqi, M. Marzuq Aslik, Mochamad Zainun Atiqoh, Atiqoh Aufa, Fellia L. Ayu Fatmawati Aziza, Fatayatul Aziza, Widia Sahpa Nur Azizah, Asma Bachrudin Musthafa Baehaqi, Jihan Fakhria Bambang Sri Anggoro Billah, Mutasim Budi Hermawan Cahyaningrum, Desti Christian Chayadi, Dadi Dadang Sufianto Dallyono, Ruswan Danu, Retno Darmawan, Agung Dwi Deddy Prayama Dena Fritiar, Inkha Hedian Destiana, Dina Dindawati, Triska Djatah, Stenly Dwi, Rizky Dwiasnati, Saruni Dwiyatno, Saleh Edelweis, Sherly L.B. Effendi, Feri Ekky Handoko Emi Emilia Endah, Riska Nur Eri Kurniawan Erlangga Erlangga Fadhilah, Ahmad Nur Fadly Nendra Farichah, Siti Dawiyah Fatirul, Achmad Noor Fauzi, Lukman Munawar Febriasnyah, Dicky Febriza, Delia Floranti, Astri Dwi Galihkusumah, A.H. Garaika Gautama, Pugy Gazali, Ria Gurusinga, Eliana Mahesa Hafrizal, Irham Haikal, Moh Hamid Bashori, Abdul Hanifah, Dini Siti Hanipah, Hanipah Harwanto Harwanto Hermayanti, Wina Dwina Himawan, Herson Cahaya Holik, Nici Azhari Humaira, Silmy Arizatul Indana Zulfa, Lale Irawati Irawati Irma Wahyuni Iwa Lukmana Iwan Setiawan Iyen Nurlaelawati Jamil, Nur Asiyah Jayanti Megasari Jayawarsa, A.A. Ketut Kairupan, Daning Nurhalisa Kartika-Ningsih, Harni Kartikasari, Deasy Karyanto, Yunus Karyono, Hari Kgs Ahmadi Kristian, Indra Kurnia, Dadan Kurniawan, Muhammad Hafiz Latipah, Yeni Lisdawati, Ida Liza Zakiyah Lusiana, Andria Maemunah Maftukhin Maftukhin Mansyur, Siti Awaliyah Mastoah, Imas Misrita, Misrita Muhammad Al Kholif Muhlis Mukhlisin Munawaroh Munawaroh Muniroh, R. Dian Muzdalifah, Astria Nabilla, Salma Nainggolan, Bernard Richard Naseha, Naya Nenden Sri Lengkanawati Netriwati Nirwana Novanto, Oki Novasyurahati, Novasyurahati Nugraha, Eggy Nurginanjar Nugraha, Irsyad Nur Aziza, Maulida Nuradhawati, Rira Nuradzkia, Nida Nurmida Catherine Sitompul Nuryusuf, Muhammad Rifki Pamanalu, Analdi Permana, Danny Popy Yuliarty, Popy Pramono Sasongko Pratiwi, Alifya Prihatin Prihatin, Prihatin Puji Astuti, Annisyah Pujo, Pujo Purba, Dionysius Vander Purna Bayu Nugroho Puspasari, Wikandari Marselina Puspita Sari, Anggi R. Dian Dia-an Muniroh Radesman Lingga, Thomson Rahmalina, Reny Rahman, Erwan Rahmawati, Retno Danu Rahmi, Agustina Ramadhan, Muhammad Denis Ramadhani Eka Putra Ramadhani, Nida Tsania Ramadhini, Tasya Maharani Ramdani, Sarah A Resma, Resma Retty Isnendes Rhonita Dea Andarini, Rhonita Dea Rian Kurnia, Rian Riandani, Andini Putri Ridlo, Muhammad Alfi rika septianingsih Rikardo Nainggolan, Esron Ristala, Harky Rizky, Lalu Muhamad Faisal Rochaeni, Atik Rohayatin, Titin - Rohmah, Lailia Aini Rohman, Fadhlur Rohmat, Farhan Ilham Wira Rosmiati, Mia Royani, Solihin Rufi'i, Rufi'i Rufii, Rufii Rusfiana, Rudi Rusmawati, Retno Danu Sabariah Sabariah Safrina Noorman, Safrina Sahruromdon, Muhamad Salonika, Meri Saputra, Dony Ramadhan sari, intan puspita Sariasi, Puspita Sasmita, Anom Wahyu Sasnitya, Raden Sekardini, Sekardini Septantiningtyas, Niken Setialestari, Renny Setyaningsih, Anita T Sharma, Debashish Sigalingging, Kevin Noven sirait, asnita Situmorang, Devi Permata Sari Sjarmidi, Achmad Sofiatin Sofiatin, Sofiatin Solehuddin, M. Sri Setyarini Sri Wahyuni Sri Widyastuti Subandowo, Marianus Sudana, Dadang Sulistiyono Sulistiyono Sumarto, Marco Alfan Sunardi Sunardi, Ariyawan Suyatna, Riki Gana Syam, Amir Syarif, Muhammad Adib Syihabuddin Syihabuddin teni hadiyani Tri Indri Hardini Triansyah, Arief Agus Trianto, Ikmal Triarisanti, Risa Tricia, Ami Ulfah, Annisa Uswatun Hasanah Wahyuni, Isti Tri Waluyo Zulfikar Wandana, Rio Firman Wawan Ridwan Wiradiputra, Raychal Ababil Wirawati, Sri Mukti Wiyarno, Yoso Wulan, Widuri Wulandari, Stefani Yadi Supriyadi Yanti, Ferda Yanty Wirza Yasir Mubarok Yovinus, Yovinus Yudo Devianto Yusuf Siswantara Yuzaki Adam Alwasilah Zakaria, Tatan Zifana, Mahardhika