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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 Abdurrahmansyah Abdurrahmansyah Abdurrosyid Abdurrosyid, Abdurrosyid Ade Hilda Zaini Aditya Adi Julianto Kusnadi Adinda Permata Adinda Permata Aditya, Ade Hilda Zainy Afra Siti Annisa Ponna Agus Setiawan Ahmad Firdaus Ali Auliarahmah, Resma Alia Azhar Alvi Rahma, Nadya Amelia Muhibatul Milah Annisa Nadya Silmi Ardiansyah Ardiansyah Ariany, Riva Lesta Arini Nurfazri Asahdanabila, Rizqi Asep Suratman Asep Suratman Asep Suratman Asep Suratman Asma Shofa Nadia M Azizatulatifah Azizatulatifah Cecep Anwar Cipta, Eliva Sukma Cucu Komala Cucu Komala Cucu Komala Cucu Komala Dadan F Ramdhan Dadang Juandi Darhim Darhim Dede Riyandani Dedih, Ujang Deslie Salza Dwikurnia Dian Anggraini Dian Sa'adillah Maylawati Dian Sa’adillah Maylawati Dindin Nasrudin M.Pd Eka Putri, Shabrina Elis Maulidah Elsa Komala Fandy Saputra Saiful Farlina, Ehda Fatimah, Dwi Nur Fida Nisaa Kusnadi Ganiyu Habeeb Hartati Ramli Heri Gunawan Ida Nuraida Iffa Hanifah Rahman Imelda Helsy Irma Nurhalimah Irmawati Irmawati Islah Nurul Fadillah Jasmi, Hadifah Ikramina Jihad, Asep Juariah Juariah Juariah Juariah Juariah Juariah Junior Nti, Seth Kusnadi, Fida Nisaa Labib Abdillah, Zulfiyani Mangkuwibawa, Hilman Maryono, Iyon Maslani Maslani Meilinda Manda Yassar Mila Faizatul Millah Mispani, Mispani Moh. Dimyati Muhammad Ali Ramdhani Muhammad Ihsan Nabila Dwi Utari Nadya Suciati Fauziah Najma Fadilah Suhada Neng Risya Safitri Haryadi Nopia Wanti Novianti, Salsabila Nur Nur Fatimah, Dwi Nur Oktapiana, Fuji Nur'Afianti Nuraida, Ida Nur’Afianti, Nur’Afianti Nurul Rohmi Nur’Afianti Nur’Afianti Putri Nur Asyiah R. Poppy Yaniawati Rahayu Kariadinata Rahayu Kariadinata Rahma, Nadya Alvi Rahmat Hidayat Rena Denya Agustin Rikrik Nurdiansyah Rini Choerani Risma Normalasari Rizka Fatimah, Allya Rizqy Dwi Amrina Rohmat Mulyana Sapdi Rully Agung Yudhiantara Sabila Nurul Islam Safira Chairunnisa Safitri Haryadi, Risya Salsa Agustina Septya Egho Pratama Shena Sylviana Dewi Shinta Angel Setiawati Siregar, Hariman Surya Siti Zahra Meydina Salsabila Sobarningsih, Nunung Solehudin Solehudin Solehudin Solehudin Sopyan Ali Supardi U.S. Supiana Supiana Suprianti, Dina Syaf, Agus Hikmat Syihada, Ghefira Nur Tamara Sausan Tanti Noviyanti Tatang Herman, Tatang Teddy Mantoro Tedi Priatna Tia Yulyarianti, Eneng Tika Karlina Rachmawati Tika Karlina Rachmawati Turmudi Wahyudin Darmalaksana Wati Susilawati Wati Susilawati Wati Susilawati, Wati wawan kusmawan Wawan Wawan Yudhiantara, Rully Agung Yudi Dirgantara Yulyanti Yulyanti Zulfiyani Labib Abdillah Zuniati, Mai