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Journal : International Journal of Electrical and Computer Engineering

Data science for digital culture improvement in higher education using K-means clustering and text analytics Dian Sa'adillah Maylawati; Tedi Priatna; Hamdan Sugilar; Muhammad Ali Ramdhani
International Journal of Electrical and Computer Engineering (IJECE) Vol 10, No 5: October 2020
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1246.5 KB) | DOI: 10.11591/ijece.v10i5.pp4569-4580

Abstract

This study aims to investigate the meaningful pattern that can be used to improve digital culture in higher education based on parameters of the technology acceptance model (TAM). The methodology used is the data mining technique with K-means algorithm and text analytics. The experiment using questionnaire data with 2887 respondents in Universitas Islam Negeri (UIN) Sunan Gunung Djati Bandung. The data analysis and clustering result show that the perceived usefulness and behavioral intention to use information systems are above the normal value, while the perceived ease of use and actual system use is quite low. Strengthened with text analytics, this research found that the EDA and K-means result in harmony with the hope or desire of academic society the information system implementation. This research also found how important the socialization and guidance of information systems, especially the new one information system, in order to improve digital culture in higher education.
Co-Authors Aan Hasanah Abdurrahman, Mumu Agus Hasan Saputra Alfiyah Luthfiyana Amar Khana, Muhammad Amin, Fadli Nur Islah Arifin, Bambang Samsul As’ad, Marus Aulia, Nabila Putri Bambang Nur Fauzi, Bayu Bambang Nurfauji, Bayu Bambang Nurfauzi, Bayu Bayu Bambang Nur Fauzi Bayu Bambang Nurfauji Bayu Bambang Nurfauji D. Miharja Dea Hilyatul Aulia Dede Kania Deni Solehudin DEWI NURAENI Dewi Septialni Dian Sa’adillah Maylawati Dikdik Firman Sidik Dindin Jamaluddin, Dindin Ela Komala Epa Paujiah, Epa Erni Haryanti Farah Fathia Salimatul Haq Farah Pramudita Fauzi, Bayu Bambang Nur Fauziyyah, Isnina Fathi Febriyanti, Dian Fitri, Amilia Gastiadirrijal, M. Rafi Ghina Ulpah Gilang Sukma Permana Hamdan Sugilar Hapid Hapid Hapid Harkat Hadi Saputra Hasilah, Fauzah Nurul Heri Taufik Ismail Hermawan, Heris Heryana Nugraha Hidayatulloh, M. Deni Hilmi Abdul Halim Imas Masruroh Irawan Irawan Irawan Irawan Irawan Irawan Irawan Irawan Irawan Irawan Irawati, Dini Jaja Jahari, Jaja Jenal Aripin Julhamdani , Feri karman karman Kemal Al Kautsar Mabruri Khaerul Umam Khambali, Khambali Kholishotul Amaliyah Kurahman, Opik Taupik Kusuma, Deni Tata Lestari, Maryam Dwi Mahmud Maslani Maslani Muhammad Agisna Muhammad Ali Ramdhani Muhammad Amar Khana Muhammad Raihan As Syauqi Muhammad Raihan Putra Damar Septian Muhtadin Muhtadin Mun’im Amaly, Abdul Nadien, Khayla Nafis Rizqullah, Muhammad Niasti, Sinta Nina Agustina, Nina Nur Ilmi Latifah, Syifa Nur Sholehah Nurasa, Ace Nurfauzan, Faiz Nurfauzi, Bayu Bambang Nurhamzah, Nurhamzah Nurmaulida, Winda Qiqi Yuliati Zaqiyah Rahmadiani, Najwa Rahman, Asep Andi Ramadhani, Ilham Hidayatul Ratnasih, Teti Raya Oktavia Rifa Rizqiyani Risma Sri Wahyuni Riyanti, Triska Rokhmatul Ulum, Rido Rosyad, Rifki Salsabilah Agasha, Putri Sarah, Anisa Setia Mukti Sari, Eli Siregar, Hariman Surya Siti Fatmawati; Siti Nurfatoni Solahudin, Achmad Solehudin, Deni Soni Sultansah Suntana, Ija Suntiah, Ratu Supiana, Supiana Suryani, Azka Izzati Susanto, Heri Rahmat Tarsono Tarsono Tri Cahyanto Ulva Dwi Sakinah Wahyudin Darmalaksana Widianti, Aliyah Yohanna Zuriyah Yuliati Zakiyah, Qiqi Zakiah, Qiqi Yuliati Zaqiyah, Qiqi Yuliati