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Journal : Journal of Big Data Analytic and Artificial Intelligence

Implementasi K-Means Clustering untuk Mengelompokkan Data Produktivitas Penelitian Dosen di Una’im Yapis Wamena Syarifah, Syarifah; Ali, Muhammad; Samad, Asman; Nabillah Azza, Fayra; M, Hasriani; Susiana, Susiana
Journal of Big Data Analytic and Artificial Intelligence Vol 8 No 2 (2025): JBIDAI Desember 2025
Publisher : STMIK PPKIA Tarakanita Rahmawati

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71302/jbidai.v8i2.90

Abstract

Una'im Yapis Wamena, as one of the higher education institutions in Papua, has a number of lecturers with various research activities. However, the challenge faced is the difficulty of comprehensively identifying the patterns and characteristics of faculty research. Without proper analysis, it is difficult for the institution to determine the research productivity profile of faculty members, identify those who require mentoring, or determine the focus of research capacity development. This can result in suboptimal allocation of resources, research support, and research development planning within the institution. This study aims to help determine the level of productivity of lecturers in research with high, medium, and low categories. With this grouping, it is hoped that the Una'im Yapis Wamena Campus can more easily make decisions about the appropriate coaching methods to improve the research results of lecturers. The method used in this study is K-means Clustering. The data analyzed included 45 lecturers with variables such as number of publications, number of citations, H-index, funded research, and research collaboration. The results of this study show that the level of faculty research productivity can be grouped into three categories, namely: Cluster 1 (High Productivity) consisting of 8 faculty members, Cluster 2 (Medium Productivity) consisting of 25 faculty members, and Cluster 3 (Low Productivity) consisting of 12 faculty members. The clustering process reached convergence in the 6th iteration with stable results. These clustering results can serve as a guide for Una'im Yapis Wamena in determining policies to increase lecturer research productivity in the future.
Co-Authors A. Humalidi, Cindy AA Sudharmawan, AA Abda Abda Abdullah, Khabib Adawiyah Nasution Adi Saputra, Supriyana Afdal Afdal, Afdal Agus Gunawan Ahmad Ahmad Ajeng, Delti Aji, Sulistiyani Prabu Aji, Sulistyani Prabu Amalia, Ichlasul Amanda, Dhea Anida Anida, Anida Anwar Anwar Apriyansah Apriyansah, Apriyansah Ardhana, M Bagas Argaheni, Niken Bayu Argyo Demartoto, Argyo Ariyanti, Hari Arni, Theresia Nona Arsy, Nur Arum Setiawan Arwan Arwan Atik Swandari, Atik Awaludin, Jamal Fahrul Ayu, Ayu Azza, Fayra Nabillah Batubara, Saiful Chairunnisa Chairunnisa Damayanti, Ranie Darmawati Darmawati Dewi Andang Prastika Dian, Sri Didit Haryadi Dina Dina, Dina Dita Juwita Zuraida Efendi Barus, Efendi Eka Yusnaldi Elfita Elfita Entin Daningsih Evi Rinawati Simanjuntak Fadhiil, Mahmud Fahira, Rachyana Faraeta, D Oca Fatiqin, Awalul Fauzan, Ahmad R Firda yanti, Firda Fitri Oviyanti Galuh Puspitarani Sudaryono, Noverinda Grhasta Dian Perestroika Hajrah, Waode Handayani, Siti Alifah Handayani, sri Harahap, Rayhan Harfiani , Rizka Herawati Herawati Hermanu Triwidodo Hikma, Waode Erty I Ketut Suada ica, annisa nisa Ida, Farida Far Ika Wulandari ISKANDI, ISKANDI Isti Rahayu Junaenah, Junaenah Kartika Sari Khairani, Siti Khairummuna Indra Kharism, Sully P Kholil, Syukur Komala, Nina Kurniawati, Alfia Rahma LUBIS, AMINAH Lubis, Ros Juliana M, Hasriani M. Fahli Zatrahadi M. Husain, Rizky M. Manugeren, M. M.Syafi’i, M.Syafi’i Mahzaniar Mahzaniar, Mahzaniar Manihuruk, Waldio Mardatillah, Nicky Angen Marhan Hasibuan Maria Erna Kustyawati Marianto, Raffles Maryani, Halimatul Maryati, Erna Mega Iswari Melisa Melisa Meylasari, Dina Rahayu Misrah, Irmayani Muhamad Muhamad MUHAMMAD ALI MUHAMMAD FADLAN Muhammad Isnaini Muksin, Dafrin Munawwaroh, Ela Isnani Musyarofah, Anna Nababan, Marhenta Nabillah Azza, Fayra Najuah, N Nasrullah Hidayat, Nasrullah Nefi Darmayanti Nilsya, Nilsya Nurbulan, Eka Nurmala Nurmala Nurseha, Tito Nurul Fajri Nurul Laila Pangestika, Lydia Dessy Pangestuti, Dewi Pasaribu, Rosidah Minta Ito Prasetyaswati, Betty Putri, Nadhifa Putri, Noviyati Rahardjo R. Cahyani, Putry Rahmad Rahmad Rahmat, Zetri Raja Fanny Fatahillah Rani Febriyanni Rasiam, Rasiam Retnaningrum, Endah Revitha, Revitha Rezky, Sri Ristyaningsih, Ristyaningsih Rosalina, Afni Rosmaida Sinaga Rosmala Dewi Roza Linda RUBEN DHARMAWAN Rudi, Hasrian S. Sugiharto Saiful Anwar Samad, Asman Saragi, Emi Juwita Saragih, Anggi Saragih, Rosvilani Sari, Gita Nirmala Sari, Putri Amanda Serang, Yitro Shinta Wahyu Hati Sibarani, Juan Charlos Sidauruk, Ida Maria Sidiq, Ric Sihombing, Evi Ariyanti Marlina Silalahi, Yulianda Ghrace Simbolon, Nur Aini Sinaga, Raffles Marinato Sinaga, Sasmi Ebigael Siregar, Halimatu Syadiah Siregar, Henny Mawarta Siti Aisyah Situngkir, Desry Soleha, Siti Solihah Titin Sumanti, Solihah Titin Sri Haryanti, Rusiana Sri Wuli Fitriati Sumar, Sumar Supramana Susiana Susiana Syafi'i, M. Tarigan, Almina Rospitaria Telly Nancy Silooy Trimo Trimo Tuti Handayani2, Tuti Ulya, Nanda Himmatul Wahyudi Wahyudi Wardhana H, M. Ilham Warsono Warsono Weliyani, Vivi Weliyani, Vivi Widjajanty, Hary Wijayanti Wijayanti YM, Khairuddin Yokhebed Yokhebed Yonaevy, Umy Yuli Yanti Yusfarani, Delia Yusra, Nur Alya Zuhra, Nurliza Zulhaida Lubis