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All Journal International Journal of Evaluation and Research in Education (IJERE) PROSIDING SEMINAR NASIONAL Jurnal Manajemen Pendidikan: Jurnal Ilmiah Administrasi, Manajemen dan Kepemimpinan Pendidikan Turats: Jurnal Pendidikan Islam Jurnal YIN YANG Jurnal INSANIA EDUSAINS Gaung Informatika Jurnal technoscientia Jurnal Script Jurnal Jarkom Jurnal Online Mahasiswa (JOM) Bidang Teknik dan Sains Majalah Kulit, Karet, dan Plastik Jurnal FTI At-Taqaddum Jurnal Terapan Abdimas E-Dimas: Jurnal Pengabdian kepada Masyarakat Jurnal Ilmiah Universitas Batanghari Jambi INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi Jurnal Penelitian Pendidikan IPA (JPPIPA) Momentum: Physics Education Journal Jurnal Administrasi dan Manajemen Pendidikan Jurnal Eksplora Informatika Pendas : Jurnah Ilmiah Pendidikan Dasar JMM (Jurnal Masyarakat Mandiri) Indonesian Journal of Primary Education Jurnal Farmasi Medica (Pharmacy Medical Journal) PMJ Pedagogik Journal of Islamic Elementary School JMKSP (Jurnal Manajemen, Kepemimpinan, dan Supervisi Pendidikan) JURNAL PENGABDIAN KEPADA MASYARAKAT Martabe : Jurnal Pengabdian Kepada Masyarakat Journal of Dedicators Community LUGAS Jurnal Komunikasi JURNAL PENDIDIKAN TAMBUSAI Jurnal Basicedu AT-TA`DIB International Journal of Elementary Education Jurnal Penelitian dan Pengabdian Kepada Masyarakat UNSIQ Aulad : Journal on Early Childhood Jurnal Masyarakat Merdeka (JMM) Kasuari: Physics Education Journal (KPEJ) PrimaryEdu - Journal of Primary Education Jurnal Isema : Islamic Educational Management Jurnal Studi Guru dan Pembelajaran Stilistika: Jurnal Pendidikan Bahasa dan Sastra Kappa Journal Tabyin; Jurnal Pendidikan Islam Jurnal Pengabdian Masyarakat Borneo International Journal of Applied Sciences and Smart Technologies Jurnal Pendidikan dan Kewirausahaan IJELR: International Journal of Education, Language, and Religion Community Development Journal: Jurnal Pengabdian Masyarakat JURNAL TEKNOLOGI TECHNOSCIENTIA SKANIKA: Sistem Komputer dan Teknik Informatika Pedagogika : Jurnal Pedagogik dan Dinamika Pendidikan JURNAL PENDIDIKAN DASAR FLOBAMORATA Jurnal AbdiMas Nusa Mandiri JMI Lumbung Inovasi: Jurnal Pengabdian Kepada Masyarakat International Journal of Engineering, Science and Information Technology Forum Bisnis dan Kewirausahaan ELEMENTARY : Jurnal Inovasi Pendidikan Dasar Jurnal Ilmiah Wahana Pendidikan Journal of English Language and Education Jurnal Abdimas Kartika Wijayakusuma Jurnal Inovasi, Evaluasi dan Pengembangan Pembelajaran (JIEPP) Indo-MathEdu Intellectuals Journal Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen Jurnal Bisnis Mahasiswa Merdeka Indonesia Jurnal International NUSRA: Jurnal Penelitian dan Ilmu Pendidikan Journal of Education Research Abdimas Altruis: Jurnal Pengabdian Kepada Masyarakat JANITA Abiwara : Jurnal Vokasi Administrasi Bisnis Inovasi Pendidikan Fisika Indonesian Journal for Physical Education and Sport Journal of General Education and Humanities Jurnal Riset Pendidikan dan Pengajaran (JRPP) Edukasia: Jurnal Pendidikan dan Pembelajaran Madani Institutte : Jurnal Politik, Hukum, Ekonomi, Pendidikan, sosial dan Budaya Bestari: Jurnal Pendidikan dan Kebudayaan Elementary School: Jurnal Pendidikan dan Pembelajaran ke-SD-an Jurnal Basicedu Dharma: Jurnal Pengabdian Masyarakat SWARNA Sevanam: Jurnal Pengabdian Masyarakat Jurnal Pengabdian Masyarakat Bhinneka Journal of Innovation and Research in Primary Education JURNAL PENGABDIAN PENDIDIKAN MASYARAKAT (JPPM) JURNAL MUARA PENDIDIKAN JURNAL TUNAS PENDIDIKAN Journal of Applied Business and Technology JGK (Jurnal Guru Kita) Indonesian Research Journal on Education Electronic Journal of Education, Social Economics and Technology Innovative: Journal Of Social Science Research JS (Jurnal Sekolah) International Journal of Multidisciplinary Approach Research and Science Jurnal Pendidik Indonesia Riwayat: Educational Journal of History and Humanities Jurnal Riset Multidisiplin dan Inovasi Teknologi Asian Journal of Early Childhood and Elementary Education Jurnal Madinasika: Manajemen dan Keguruan Jurnal Pengabdian Masyarakat dan Riset Pendidikan Sipakaraya : Jurnal Pengabdian Masyarakat Qonuni: Jurnal Hukum dan Pengkajian Islam YUDHISTIRA : Jurnal Yurisprudensi, Hukum dan Peradilan Edukasi Jnanadharma Margin : Journal of Islamic Banking EDUCATIONAL: Jurnal Inovasi Pendidikan dan Pengajaran J-CEKI Jurnal TAM (Technology Acceptance Model) Jurnal Pendidikan Islam Al Ikhlas EDUKASI : Jurnal Penelitian dan Artikel Pendidikan Mizan: Journal of Islamic Law
MUHAMMAD SHOLEH
Center for Leather, Rubber, and Plastic, Jl. Sokonandi No. 9 Yogyakarta
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Journal : Journal of Applied Business and Technology

 1 
Application of K-Means Algorithm in Clustering Model for Learning Management System Usage Evaluation Sholeh, Muhammad; Suraya; Dina Andayati
Journal of Applied Business and Technology Vol. 4 No. 3 (2023): Journal of Applied Business and Technology
Publisher : Institut Bisnis dan Teknologi Pelita Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35145/jabt.v4i3.130

Abstract

The use of a learning management system (LMS) is one of the media that can be used to disseminate lecturer materials to students. Materials that can be uploaded on the LMS can be in the form of lecture materials in the form of files, videos, or questions. The effectiveness of LMS can be evaluated by looking at activities in using LMS. The effectiveness of using LMS can be seen from the log. Log results from LMS can be evaluated in various ways and one way is to use data mining clustering models. The clustering model can be used to create student groupings and the clustering results can be labeled in the form of categories, such as very good, good, and bad categories. This labeling depends on the clustering results that will be processed in the modeling. The research method uses CRISP DM which consists of business understanding, data understanding, data preparation, modeling, evaluation, and deployment. The beginning of the research process is carried out by taking log data in the Moodle LMS. The clustering model in this research will use the K-Means algorithm and the evaluation of clustering results will be evaluated for performance using the Davies-Bouldin method. Implementation of data mining processing using Rapid Miner application. The datasheet used is a datasheet taken from the LMS log of the Computer Programming course in the Mechanical Engineering study program - AKPRIND Institute of Science & Technology Yogyakarta odd semester of the 2021/2022 and 2022/2023 academic years. The results of the study resulted in the best clustering based on the Davies Bouldin method of 2. The clustering results, cluster 0 consists of 28 data named the category of frequent access to LMS and cluster 1 consists of 54 with the category of not frequent access to LMS.
Comparison of Feature Selection with Information Gain Method in Decision Tree, Regression Logistic and Random Forest Algorithms Sholeh, Muhammad; Lestari, Uning; Andayati, Dina
Journal of Applied Business and Technology Vol. 5 No. 3 (2024): Journal of Applied Business and Technology
Publisher : Institut Bisnis dan Teknologi Pelita Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35145/jabt.v5i3.155

Abstract

One of the approaches that can be done is to perform feature selection. Feature selection is done by identifying the most informative features and not using features that do not directly contribute to the target feature. The purpose of feature selection is to increase the accuracy of the model. The research was conducted by comparing the performance of the model by comparing the accuracy results of the model without any feature selection with the model that has done feature selection. The process is done by comparing the accuracy results with decision tree, random forest and SVM algorithms. In the research method of feature selection on science data, the steps include understanding the domain and dataset, exploratory analysis, data cleaning, measuring feature relevance with criteria such as Information Gain, and feature ranking. The results are evaluated and validated using model performance metrics before and after feature selection. This process ensures selection of relevant features, improving accuracy. The research process used the Lung Cancer Prediction datasheet which consists of 306 rows and 16 attributes. The results show that feature selection can improve the performance of the classification model by reducing features that do not contribute to the target. Comparison results using decision tree, Regression Logistic and random forest classification model algorithms and feature selection resulted in a high accuracy value of 0.968 in the Regression Logistic algorithm with a feature selection of 5.
Website Design of Madurejo Sleman's Pengklik Tourist Attraction Using the Waterfall Method Saputra, Tegar Satria Iman; Sholeh, Muhammad; Pranoto, Aji; Ariyana, Renna Yanwastika; Indriani, Putri
Journal of Applied Business and Technology Vol. 6 No. 2 (2025): Journal of Applied Business and Technology
Publisher : Institut Bisnis dan Teknologi Pelita Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35145/jabt.v6i2.169

Abstract

Website development is one of the important strategies in promoting tourist attractions and as an effort to improve access to information for tourists. This research aims to design and develop a website for Pengklik Madurejo tourist attraction, Sleman using the Waterfall method. This method was chosen because of its systematic and structured approach. The development stages begin with a needs analysis to identify the main features required, such as tourist attraction information, photo gallery, event schedule, and reservation system. Next, at the design stage, the system architecture and user interface were designed to provide an intuitive and engaging experience for users. Implementation is done by developing front-end and back-end components according to the design that has been made. Thorough testing is done to ensure the functionality, compatibility, and security of the website before launching. The development of this tourism website aims to improve the promotion and marketing of Pengklik tourist attraction. Pengklik tourist attraction is located in Madurejo Village, Sleman. The website displays various information about tourist attractions, MSME products, and activities or events that will be held. The results show that this website makes it easier for tourists and MSME players to obtain and disseminate information, as well as support the promotion and marketing of local products. The use of the website is expected to encourage economic growth in the area and increase the reach and involvement of users.
Co-Authors -, Komarudin ., Ilhan Manzis Adi, Emanuel Hosa Kurnia Aditama, Taufan Bagus Dwi Putra Agung Putu Susastriawan, Anak Agus Prasetya Agus Suhardi, Agus Agustin Suraswati, Agustin Ahmad Buhari Ahmad Syahrizal Ainiyah, Nuhzatul Aji Pranoto Aji, Limpat Wibowo Akib, Syubhan Akid, Akid Alam, Muhammad Ikhsan Bachrul Alatas, Masrur Alfa Rezki, Dhea Amanda Alirmansyah Almuntaha, Eska Alqanita, Maulidia Amalia, Anindyta Laila Amalia, Laila Amalia, Laili Rizki Amanda, Athylla Friska Amelia, Dhea Amellah, Kaniati Amir Hamzah Amrozi Khamidi Ananda, Ivta Juita Andayani, Dina Angge Dhevi Warisaura, Angge Dhevi Anggraeni, Bening Anggraini, Luvita Anjeliani, Silvi Aprilia, Rara Nasywa Apriyanto, Ade Ardina Kumala, Isma Arie Noor Rakhman Arifuddin, Arham Arista, Reni Ariyana, Renna Yanwastika Arman, Diah Mulyani Arsil Arsil Arsil, Arsil Arum Yuniari, Arum Arvita, Tihan Atin Nuryadin Atmoko, Banu Aulia Rahmawati, Aulia Ayu Wulandari Azam Kelana, Alan Azizah, Wafiq Bakar, Syafriyudin Abu Basuki, Untung Joko Basuki, Untung Joko beny firman, beny Bikorin Bikorin Br Ginting, Femi Bryana Stone, Elizabeth Budi Purwoko Catur Iswahyudi Cyrilla Indri Parwati Damayanti, Gempita Damayanti, Yuliana Darmawan, Hanif DEWI FITRIA, DEWI Dimas Taufiq Ridlo Dina Andayati Dullah, Mohammad Edhy Sutanta (Jurusan Teknik Informatika IST AKPRIND Yogyakarta) Efwinda, Shelly Eka Kurnia, Eka Eka Putri, Andi Gusmaulia Ekasari, Retno Eko Haryanto Eko Kuntarto Eko Sugiarto eko tresno prabowo Elyus, Dinda Septiana Endang Susanti Endang Widayati Erfanti Fatkhiyah Eris Arianto Erma Susanti Erna Kumalasari Erna Kumalasari Nurnawati ERNY ROESMININGSIH Fachry Abda El Rahman Fadjeri, Akhmad Fadli, Ridho Faizal Chan Fajar Yulianto Prabowo Fakiah, Erfanti Falah, Andy Makarim Fauziah, Sobrini Febbyani, Kharisma Putri Fhadilla, Zilza Firda, Dini Alya Firdaus Firdaus Fitri, Dhella Angelina Fitriani, Lisna Annisa Fivry Wellda Maulana Fransiska, Afiona Ganjar Andaka Gesta, Lara Gunawan Arifin Gusmiva, Adelsa Gusti Gde Badrawada, I Hadi Saputra Hadi, Untoro Hadiansah, Dede Halimatussakdiah Haq, Ahmad Matinul Hariandi, Ahmad Hariyanto, Satriawan Dini Hartati, Widi Hastuti, Nadini Widya Heny Budi Setyorini, Heny Budi Herminiwati Herminiwati, Herminiwati Herry Purwanti, Noordiana Herry, Noordiana Hia, Alice Felicia Azaria Hidayati, Anisa Hoiriyah, Verny Nur Huda, Sultonun Humaila, Annisa I Gusti Gde Badrawada I Gusti Gde Badrawada Ida Susilowati Ihda Novia Indrajati, Ihda Novia Iman Saputra, Tegar Satria Indriani, Putri Indriyaningsih, Dyah Intan, Deyana Nuru Irfandi, Agus Setia Isari, Alya Isratulhasanah, Puji Jaelani, Ria Septia Jaelani, Ria Septiana Jamil, Khoirul Joko Susetyo Joko Triyono Joko Waluyo Juita Ananda, Ivta Junus, M Karina, Cahya KARWANTO Karwanto, Karwanto Kasman, Nur F Khairul Umam Komariah Komariah Kurnia, Risti Kurniawan, Hanif Kurniyati, Wiwik Kusaeni, Novia Kusima, Ajeng Atma Lak, Richard Lung Ping Laksono Trisnantoro Lambang Subagiyo Lapir, Corlina Niwa Lestari, Indah Bunga Lisnawaty W. Badu Lita, Lita Lorenza, Dina Mauliya Lubab, Muhammad Jazilul Lukman Malik, Deni Marausna, Gaguk Maria, Fanny Lusce Maryati, Eva Mashudi Maskur Subaweh, Ahmad Masyita, Ayu Masykur, Muhammad Mawaddah Mawaddah, Mawaddah Mayangsari, Puspitri Mellisa Towadi Merlie Anita Merlin Claudia, Deva Mochamad Nursalim Mohammad Syahidul Haq Mufarrihul Hazin Muhammad Sofwan Muhammad Syah, Muhammad Muhammad Yusuf Mukti, Rayi Arista Mulyanti Mulyanti Mutmainnah, Zahrotul Nahara, Afifa Suci Nanda, Violyta Putri Naniek Widyastuti Nasution, Ucok Binanga Naufal, Muji Zain Nilam Sari Ningrum, Ambar Pertiwi Ningsih, Wahidya Lestari Nizammudin, Muhammad Rafly Syahlan Noordiana Herry Purwanti Norsaputra, Ary Novianti, Silvina Nuggraha, Dea Prasetiya Nugroho, Rahmat Joko Nunuk Hariyati Nuraini Nuraini Nurdanti, Ulpi Romadhona Nurfaizah, Tika Nurhayati Nurhayati Nurrahmah, Silva Nursamsiar Nurul Fatmawati Asri Nurul Fitriyah Sulaeman, Nurul Fitriyah Oktavia, Cindy Oktavia, Lailil Oktavia, Tiara P, Gilangsurya Adi paluseri, Andi Pamuji, Zuri Pangestuti, Diana Panjaitan, J. Manosortala Parnoningrum, Triworo Pasaribu, Dian Rachel Pateka, Philsa Arin Paturrahman, Aprian Pidie Widianto, Pidie Prabowo, Fajar Yulianto Prabowo, Pancanto Kuat Pramudita, Rezki Aulia Pratama, Muhammad Angka Pratiwi, Destri Aulia`` Pratiwi, Rachma Prayitno Prayitno Prehantio, Tri Waluyo Preyera, Laisya Okta Prita Haryani Priyambodo, Sigit Pusfita Sari, Della Puspita, Rema Putra, Awan Kristiyanto Putra, Ikbal Rizki Putra, Rian Arya Putri, Indri Subandi Putri, Kinanti Rizki putriani, Zelly Qibtiah, Maria R. Rusli Rabbani, Khansa Suma Rachmawati , Rr Yuliana Rachmawati, Rr Yuliana Rachmawati, Wida Rahayu, Putri Dwi Rahayu, Suparmi Setyowati Rahmadani, Nuzul Rahmah.ZD, Nadhifa Nur Rahmat Ramadhani, Rahmat Rahmayani, Tria Rohana Ramadani, Nofeni Ramadhani, Occha Khayla Ramadhini, Rizkya Renna Yanwastika Ariyana5 Rezki, Alfa Rezki, Dhea Amanda Alfa Richard Lung Ping Lak Risdianto Hermawan Rizkia, Nadila Putri Rohani, Anti RR. Ella Evrita Hestiandari Rr. Yuliana Rachmawati, Rr. Yuliana Sabaniah, Erna Saihan Salsabila, Kania Salsabila, Zulfa Samuel Kristiyana Saputra, Irgiano Sulistiawan Purnama Saputra, M. Riski Saputra, Tegar Satria Iman Sari, Nara Mayang Sari, Silfiyana Sarto Sayyidatunnisa, Zhafira Sembiring, Armanta Septeri, Dyah Indriyaningsih Septiono Eko Bawono Setiawardani, Wawan Setyowati Rahayu, Suparni Shofiah, Ni'matus Shofiah, Ni’matus Siddiq, Aulia Rahman Simarmata, Debora Enjelina Sirait, Lidia Thimora Sitanggang, Cici Elisabeth Siti Aisyah Siti Aminah Siti Marwiyah Siti Saudah Sofwan Sofwan Sonia, Anggun Sri Marmoah Sri Mulyaningsih Subaweh, Ahmad Maskur Sudarsono - Suhar, Suhar SULIYANAH SULIYANAH Suparni Setyowati Rahayu Supraptiningsih Supraptiningsih, Supraptiningsih Suraya Suraya ., Suraya Suraya Suraya Suraya, Ign. Susanto, Agustian Susanto, Fx. Guntur Putra Susastriawan, Anak Agung Putu Suwanto Raharjo Syafitr, Arini Syafitri, Syarifah Syafriyudin Syafryudin Syahlan Nizammudin, Muhammad Rafly Syaifullah, Ramanda R T, Natasya Tasya, Anas Taufik Hidayat Taufiq Hidayat Tiyas Saputri Toto Rusianto Tri Wulandari Triambodo, Deddy Arri TRIHANTOYO, SYUNU Ula, Raudatul Uning Lestari Utami, Chindika Parinci Utami, Noviandari Sari Viqri, Denada Wahyu Pradana Arsitika, Wahyu Pradana Wahyudi, Idam Wahyudi, Idham Wahyudin, Dian Wahyuni Eka Sari Wahyuni, Endang Sry Wardani, Aditya Ayu Wardani, Regina Bilqis Warih Handayaningrum Warsih, Warsih Wasito, Muhamad Wawan Setiawardani Wicaksono, Rio Danu Widiyanah, Ima Widiyono, Didik Widyawati, Arum Desta Wilsani, Wilsani Winarno, Imam Santosa Ciptaning Wahyu Wira Saputra, Mohammad Irsyad Wisnawati Loeis Wulan Dari, Wulan Yanti, Lusi Dwi Yantoro Yantoro, Yantoro Yunita Wulandari Yunizha, Thera Dies Yunsacitra Yunus, Nur Rohim Zahara, Dini Putri Zahra, Alya Puspita Zahro, Fatimatu Zahyuni, Violita Zain Naufal, Muji Zaitunah, Anis Zeni Haryanto Zuhdi, Rasyid Zuhriana, Winda Agil Zulfa Kamilia, Izza Zulkarnaen Zulkarnaen