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Journal : Journal of Big Data Analytic and Artificial Intelligence

Implementasi Algoritma K-Medoids Dalam Mengelompokkan Siswa Berdasarkan Keaktifan Dalam Proses Pembelajaran Ih’Diati, Noor Oktavia; Anto, Anto; Rosmini, Rosmini
Journal of Big Data Analytic and Artificial Intelligence Vol 7 No 1 (2024): JBIDAI Juni 2024
Publisher : STMIK PPKIA Tarakanita Rahmawati

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71302/jbidai.v7i1.38

Abstract

Grouping students based on their level of engagement is an effective strategy to improve the quality of learning. SMP 9 Tarakan currently does not have a system that can group students based on their engagement in the learning process, which could assist in evaluating learning outcomes. In the initial stage of applying this method, the data collected came from the report card grades of 8th-grade students (Class VIII I) in the 2nd semester (Even Semester) of the 2022/2023 academic year. The characteristics used in the analysis include grades in Religion, Civic Education (PPKn), Mathematics, Science (IPA), Social Studies (IPS), Indonesian Language, English, Physical Education (Penjaskes), and Cultural Arts and Skills, with a total of 31 data points analyzed. The second step is to determine the number of clusters. The third step involves randomly selecting clusters with an initial medoid. The fourth step is to calculate the distance for each student using the Euclidean distance method, then mark the nearest distance and calculate the total distance. The fifth step is to calculate the total deviation (S) and use the Davies-Bouldin Index (DBI) to find the optimal value of k by conducting tests five times with k=3. Based on the calculation results, the analysis of student data grouping produced three clusters using Euclidean distance and Davies-Bouldin Index calculations. The results show that 3 students fall into the Highly Interested cluster, 4 students into the Interested cluster, and 24 students into the Less Interested cluster.
Klasifikasi Penyakit Karies Gigi Menggunakan Algoritma Modified K-Nearest Neighbor Kalalo, Arnold; Rosmini, Rosmini; Anto, Anto
Journal of Big Data Analytic and Artificial Intelligence Vol 7 No 2 (2024): JBIDAI Desember 2024
Publisher : STMIK PPKIA Tarakanita Rahmawati

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71302/jbidai.v7i2.60

Abstract

Dental caries, commonly known as tooth cavities, is a disease where bacteria damage the structure of tooth tissues such as enamel, dentin, and cementum. The primary cause of dental caries is the demineralization of tooth surfaces caused by organic acids from sugary foods. If dental caries is not promptly treated or checked from the beginning, the damage can worsen to the point where the tooth must be extracted. To facilitate identifying the severity of caries, a dental caries classification system was developed using the MKNN (Modified K-Nearest Neighbor) algorithm. The MKNN method is an enhancement of the KNN method, with the main differences being in the calculation of training data validity and the weight voting process. In this study, there are three different classes of dental caries and six symptoms or variables. The stages of the MKNN method used are: distance calculation using Euclidean distance, testing the validity of training data, determining k based on distance calculation, and weight voting calculation in KNN. The test results show that the k value, the number of training data, and the number of test data affect the classification results. The classification results from the test using 20 training data, 10 test data, and k=3 are as follows: 1 patient classified with superficial caries, 5 patients with media caries, and 3 patients with profunda caries. The diagnosis produced by the application is consistent with the expert (doctor) diagnosis.
Co-Authors A.Wulandari Abdan Syakur, Abdan Abdul Majid, Latifah Abdul Wahid Achmad Bahrur Rozi, Achmad Bahrur Ade Nusa Putra Dinata Ade Rista Ahmad Abdul Mutalib Ahmad Yulianto Aipassa, Marlon Ivanhoe Akbar Akbar Al Ghifary Kamiluddin, Ghufran Aldiansah, Aldiansah Alfian Alfian Alfian Alfian Aliefman Hakim Amalia, Hilda Ayu Melvi Amin, Muh. Taufiq Aminullah, Moh. Fajri S. Amir, Dwi Yulianti Amnah Khairani Andani, Mira Andi Ete Andi Sukri Syamsuri Andi Vita Sukmarini, Andi Vita Andreas Hari Susanto Marbun Anto Anto, Anto Aqnes Budiarti Ardani, Gita Ardiansyah, Hirwan Arifin Sahaka Arifin, Yusriani Asdar Asdar Asgar Taiyeb Asrul Asrul Asrul Astuti, Widya Astuti Aswad, Hasrat Aulya, Zilfa Bachtiar Bachtiar Barsihannoor, Barsihannoor Budiman, Tedi Budiman Bulan, Deviyanti Rezky Bunyamin, Andi Burhanuddin Haji Nasir Burhanuddin Nasir Christoporus, Christoporus Citra Kesumasari Yaksan Cut Aja Nuraskin Damayanti Damayanti Dance Tangkesalu Dasmin, Dasmin Debi Ester Claudia Siregar Dermawan Waruwu Devi Savitri Effendy, Devi Savitri Dewi Nuriani Balqissyah Dhiya Faliha Syahira Dinata, Ade Nusa Putra Dwi Rohma Wulandari Egayani, Egayani Ellend Putri Kurnia Fadail, Moh. Fahrun, Muh. febriyanti febriyanti Finsa Adhi Pratama Flora Pasaru frengky, frengky Gassing, Abd. Qadir Ghafur, Abd. Haerani Maksum Hartati bahar Hartati Bahar Hasana, Fitratul Hasibuan, Sulham Haslinda Haslinda, Haslinda hasran, Hasran Hasriyanty Hasriyanty Hendrastuti Hidayat, Sri Henna Rya Sunoko Heny, Suhaini Herdiansyah Hamzah Herianti, Herianti Herliah, Endang Herlina Herlina Humaya, Siti Husna Husna Idham Idham Idmayanti Idmayanti Idmayanti, Idmayanti Idul Fuqra Ihwansyah, Muh Fadil Ih’Diati, Noor Oktavia Ilyas, Qodimatul Unshuri IMANG, NDAN Indrastama, Mahogra Indriani Indriani Insan Tajali Nur Intan Dwi Astuti Irawan, Adryan Irawanti Irawanti Irawanti Irawanti, Irawanti IRWAN LAKANI Ismail Ismail J. Arsyad, Andi Asy'hary Jamila, Lailatul Johanes Panggeso Johanis Panggeso Jufri, Andi Jumarddin La Fua, Jumarddin Jusriadi Kadar, Alviana Kalalo, Arnold Kasmawati Khaltsum, Ummu Kohali, Rizki Eka Sakti Octaviani Kuncoro, Jaris Akmal Kurnia, Ellend Putri LA ODE ANHUSADAR Lande, Janisa Pascawati Lasmini, Nurul Latif, Suciani Luqman, Luqman M, M. Galib M. Yogi Riyantama Isjoni Mahrudin Mahrudin Majid, Latifah Abdul Marbun, Andreas Hari Susanto Marilang Marlina Gazali, Marlina Marwiah, Marwiah Mas'ud Muhammadiah Mohammad Yunus Mugi Lestari, Susanti Muh. Tahir Muhammad Alifuddin Muhammad Aprian Jailani Muhammad Fakhri Muhammad Nur Alamsyah Muhammad Syahrul Mubarak Muhammad Yusuf Muliana, Hanana Munawar, Asep Murni R, Dewi Mustamin Mustamin Mutia, Acep Sandi Mutmainah Mutmainah Mutmainna, Mutmainna Nahru, Nurfadilah Najamudin Najamudin Nilaywaty, Rintan Nisa', Khairun Nita Nurliawati Nur Agusti, Layta Nur Amalia Nur Arifudin Nur Edy Nur Hayati Nur Hayati Nur Khasanah Nurhaelena, Yudia Nurhidayah Nurhidayah Nurkhalishah Malik Nurnaeni, Nurnaeni Nurnainah, Nurnainah Nurul Lasmini Nurul Sakina Nurul Sakina, Nurul Nurwelis, Nurwelis Otong Karyono Pajerih, Irwan Saputra Pohan, Pitri Pratama, Rian Ardi qatrunada, Andi inayah Raehana, Syarifa Rahmad Hidayat Rahman Rahman Ramadhan Tosepu Ramadhani, Syahruni Ranti, Ranti Ratna Umi Nurlila Reca Reca Renol, Renol Rindananto, David Aji Rini Fitriani Riskayanti Riskayanti Riskayanti Rochadi Kristiningrum, Rochadi Rosida Rosida Ruslan Majid Safitri, Nuri Safitri, Nursan Sahamia, Sahamia Sahriani, Sahriani Saleh, Andi M. Saleh, Andi Muhammad salsabila, elvira hilwa Samad, Sulaiman Saputri, Wahyu Sarji, Sarji SATRIYAS ILYAS Saufina Azzahra Zebua Shadriyah, Shadriyah Siddiq, Muhammad Yusuf Sisi Pratiwi Sitti Aida Azis, Sitti Aida Sitti Fatimah Sitti Nikmah Marzuki, Sitti Nikmah Sitti Rahmawati Sitti Riadil Janna, Sitti Riadil Slama, Fathi Ben Sohrah Sri Anjar Lasmini Sri Wahyuni Sri Wahyuningsih Suarni Suarni Suarni, Agusdiwana Suci, Winarzih Sudarmono R, Muh Aidil Suhab , Resky Faradibah Suheldi, Rizki sujana, I gede arya Sukartiningsih Sukartiningsih Sulistina Agustin, Sulistina Surahman, Adi Suryaningsi Suryaningsi Suryaningsi Suryaningsi Suyono Suyono Syafruddin Syafruddin Syamsiar, Syamsiar Syamsu Rizal T Gedeona , Hendrikus Tarman Tedi Budiman Teguh Aljauza Touku Umar Trihesti, Trihesti Ulfah Ulfah Usman Made Wahdania, Indah WAHYUDI, DIKI Wahyuniarsih, Desi Widyatmike Gede Mulawarman Yewi, Delila Yosep Ruslim Yulianingrum, Aullia Vivi Yusuf, Akram Budiman Zulaikha Zulaikha