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All Journal Techno.Com: Jurnal Teknologi Informasi MATICS : Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology) Journal of Information Technology and Computer Science (JOINTECS) Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Indonesian Journal of Artificial Intelligence and Data Mining Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) JISKa (Jurnal Informatika Sunan Kalijaga) Journal of Information Systems and Informatics JATI (Jurnal Mahasiswa Teknik Informatika) International Journal of Advances in Data and Information Systems Transaction on Informatics and Data Science
Totok Chamidy
Universitas Islam Negeri Maulana Malik Ibrahim Malang
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics

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Journal : transaction on informatics and data science

 1 
K-Means Clustering in Relevance Grouping of Undergraduate Informatics Jobs: Case Study at the Informatics Engineering Department, Universitas Muhammadiyah Malang, Malang, Indonesia Dikky Cahyo Hariyanto; Sri Harini; Totok Chamidy
Transactions on Informatics and Data Science Vol. 1 No. 1 (2024)
Publisher : Department of Informatics, Faculty of Science and Technology, UIN Prof. K.H. Saifuddin Zuhri, Purbalingga, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24090/tids.v1i1.12231

Abstract

Higher education is one of the levels of study expected to produce graduates competent in the field of knowledge taken. The large number of graduates from tertiary institutions with many job opportunities causes many graduates to work in ways that do not match their majors, so there is a need to evaluate the level of success of graduates learning achievements in tertiary institutions. This research aims to analyze data on the relevance of the work of undergraduate graduates in Informatics Engineering to what they have learned by the learning outcomes in the Informatics Engineering study program at the University of Muhammadiyah Malang using K-Means clustering. Using data from questionnaires measuring graduate learning outcomes and measuring job suitability for 137 respondents who had been tested for validity, reliability, and multicollinearity, the results of this research showed that the data was formed into three clusters with the analysis that 29.92% of UMM Informatics Engineering graduates were able to meet graduate learning outcomes and obtain jobs that are relevant to what they studied, 49.63% of other graduates also got jobs that were relevant to their major even though they lacked mastery of specific skills as measured by graduate learning outcomes, and 20.45% of other graduates got jobs that were less relevant to the field of Informatics engineering.
Analysis of Academic Information System Using Information System Success Model and System Quality Model Case Study of Institut Teknologi Nasional Malang Kurnia Dwi setyowati; Totok Chamidy; Muhammad Faisal
Transactions on Informatics and Data Science Vol. 1 No. 1 (2024)
Publisher : Department of Informatics, Faculty of Science and Technology, UIN Prof. K.H. Saifuddin Zuhri, Purbalingga, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24090/tids.v1i1.12234

Abstract

Advancements in information technology are progressing rapidly, providing numerous conveniences across various domains, ranging from personal needs to general activities. Academic Information System (SIAKAD) facilitates academic information management in educational institutions. The utilization of website-based SIAKAD is gaining popularity due to its ability to streamline access to information and minimize administrative errors. This Research aims to identify key factors contributing to the success of website-based SIAKAD at the National Institute of Technology Malang. Additionally, the Research seeks to assess the level of success of SIAKAD and evaluate the key factors that influence its success. This Research employed the Information System Success Model (ISSM) method and the System Quality Model (SQM). This study follows a seven-step workflow, from problem identification to conclusion, assessing SIAKAD ITN Malang's success using ISSM and SQM models. A survey of 100 respondents evaluated system quality, functionality, and user satisfaction. Related research highlights the importance of system quality in achieving positive user outcomes and overall success. Based on the research results, all hypotheses are accepted, indicating that Information Quality (IQ), System Quality (SQ), and Service Quality (SeQ) significantly influence Intention to Use (IU), User Satisfaction (US), and Net Benefit (NB) in the Use of SIAKAD at the National Institute of Technology Malang.
Co-Authors A Basid, Puspa Miladin Nuraida Safitri AA Sudharmawan, AA Adhitya Prayoga Permana Agung Teguh Wibowo Almais Ajib Hanani Akbar, Ismail Alviola, Nuril Afni Anisa Anisa Baehaqi Brawijaya, Fanny Cahyo Crysdian Dikky Cahyo Hariyanto Emha Ahdan Fahmi Elmuna Fresy Nugroho Hadziq Agasta, Hadziq Hariyanto, Dikky Cahyo Ismail Akbar Kurnia Dwi setyowati Moh. Ainur Rohman Mohammad Faisal Fajar Fadilah Muhammad Faisal Muhammad Faisal Muhammad Faisal Muhammad Khozin Ririen Kusumawati Saleh, Moh Sentot Eko Baskoro Sri Harini Sri Harini Suarti, Isa Suhartono Suhartono Suhartono Syahiduz Zaman Syauqi, A’la Syukur, Mohamad Arif Abdul Wardana, M. Dafa Zainal Abidin