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The Implementation of Clustering Method With K-Means Algorithm In Grouping Data of Students’ Course Scores at Universitas Muhammadiyah Yogyakarta Asroni Asroni; Dita Kurniasari; Aprilia Kurnianti
Emerging Information Science and Technology Vol 1, No 3: August 2020
Publisher : Universitas Muhammadiyah Yogyakarta

Student grades can be a reference. A large number of student grade data in a university causes data accumulation; thus, data are grouped with data mining. This study aims to classify student grade data in the second semester. Grouping student grade data was performed using the clustering method with the K-means algorithm. The research data were derived from the database of Universitas Muhammadiyah Yogyakarta. The data were students’ grades in the academic years of 2010/2011, 2011/2012, 2012/2013, 2013/2014, and 2014/2015. The analysis process was carried out using WEKA software, SQL Server 2014 Management Studio and Microsoft Excel. The clustering method could be applied to group student grade data. Clustering with K-means formed three clusters, with cluster 0 comprising 72 students, cluster 1 consisting of 190 students, and cluster 2 totaling 133 students. A cluster with the lowest average score could be used as a consideration in updating the learning methods to optimize students’ score acquisition.

Measurement of AI3, AI4, and DS4 IT Process Maturity Using the Cobit 4.1 Framework at KOMINFO Bantul Goldi Mahardika Muhammad; Chayadi Oktomy Noto Susanto; Aprilia Kurnianti
Emerging Information Science and Technology Vol 1, No 2: May 2020
Publisher : Universitas Muhammadiyah Yogyakarta

This research discusses the condition of information technology at KOMINFO (DISKOMINFO) Bantul governance. This study aims to discover where has KOMINFO applied information technology governance properly. This research focuses only on IT processes. Only the AI3 IT process discussed how to generate and maintain the IT infrastructure. AI4 IT process discussed how to enable and use the IT infrastructure, and the last is the DS4 IT process that discussed how to ensure sustainable services. A questionnaire, an interview with employees of KOMINFO Bantul, and documentation were utilized to collect data. Data processing results were used to determine the maturity level of information technology governance at KOMINFO Bantul. After knowing the maturity level of the IT processes, then it was analyzed to measure the alignment between the TKTI current condition with the TKTI condition equipped with the COBIT framework.

Visualization of Alumni Performance Using Dashboard to Support Higher Education Decision Making Hesty Ulfatriyani; Eko Prasetyo; Aprilia Kurnianti
Emerging Information Science and Technology Vol 1, No 3: August 2020
Publisher : Universitas Muhammadiyah Yogyakarta

Universities in Indonesia create fierce competition. Alumni have an essential role for the educational institution, not only as a tool for measuring the performance quality and ability of education implementation but also as the standard or feedback to the perfection of the education system. One effective data presentation model is the dashboard system seen from the complexity, interactivity, and informative data presented. Therefore, this study aims to build a dashboard system at Universitas Muhammadiyah Yogyakarta (UMY). This study utilized the dashboard life cycle method in its implementation. This method had six stages: project initiation, design, construction, testing, launching and monitoring. This method allowed the study to show data on the number of judicium students, the number of graduates, the average GPA of the alumni, the average study period of alumni, and the number of alumni per graduation level for the 2012/2013 to 2017/2018 academic year, according to the accreditation forms and needs analysis. The dashboard system can provide information about alumni at UMY from 2012 to 2017. The dashboard system is ready to be applied as a decision-making tool, particularly as a strategy for improving the quality and empowering strategy for alumni of the university.

Designing a Payroll System Database for Staff of the Informatics Engineering Department of Universitas Muhammadiyah Yogyakarta Nisrina Akbar Rizky Putri; Slamet Riyadi; Aprilia Kurnianti
Emerging Information Science and Technology Vol 1, No 3: August 2020
Publisher : Universitas Muhammadiyah Yogyakarta

The development of a staff payroll system aims to create a system that can help an administrator recapitulate attendance and payroll data of Informatics Engineering (IE) Department staff quickly and accurately. Such a development requires a database. The database design is divided into four stages: requirement collection and analysis, conceptual database design, logical database design, and physical database design. Design testing was performed on the database by testing the access policies, anomaly check, and view check. The results reveal that the proposed system worked well did not encounter anomalies.

Web-Based Information System for Listing Goods at the Semoga Jaya Store Ade Prasetyo Ramadhan; Asroni Asroni; Aprilia Kurnianti
Emerging Information Science and Technology Vol 2, No 1: May 2021
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/eist.v2i1.16855

Manual processing at the Semoga Jaya Store troubles the owner. This issue necessitates an information system that the business owner and customers can access immediately, at any time, and from any location. The system must offer precise, fast, and accurate information on the available stock. Hence, this study created a web-based information system designed with the Hypertext Processor (PHP) programming language and the MySQL database. The system could ease the store’s financial data management, offer information on its stock, and facilitate customers to discover information on the goods. This research involved needs analysis, system design, implementation, and testing. Functional testing was conducted on this stock list information system, revealing that it could facilitate data processing and provide information effectively and efficiently.

Web-Based Zakat Information and Calculation System at Badan Amil Zakat Nasional (BAZNAS) of the Kendari City Using the Laravel Framework Hafizh Pratama; Aprilia Kurnianti; Asep Setiawan
Emerging Information Science and Technology Vol 3, No 1 (2022): May
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/eist.v3i1.16891

Badan Amil Zakat Nasional (BAZNAS), or the National Amil Zakat Agency, is housed in Kendari City, particularly in the Anduonohu area. BAZNAS is a non-structural government institution independent and responsible to the Ministry of Religious Affairs. It faces several issues with data processing using Microsoft Excel, such as the difficulty of zakat data administration, the time and effort required to create reports, the slowness of search results, and the absence of a database. By developing a web-based zakat information and calculation system at BAZNAS of Kendari City with the Laravel framework, this study aims to discover solutions to issues experienced. The research framework for addressing the issues raised at BAZNAS of Kendari City included problem identification, theoretical foundation-based information searches, data collection through observation and interviews, and application development. Prototyping was utilized as a part of the system development, employing PHP, the Laravel framework and a MySQL database. Black-box testing was applied to ensure everything was working as intended. The test findings unveiled that the web-based zakat information and calculation system at BAZNAS of Kendari City functioned properly.

Effect of Mobile Learning toward the Effectiveness of Mathematics Learning for Fourth-Grade Students in the Net Generation Era Wahyu Ramdani; Dwijoko Purbohadi; Aprilia Kurnianti
Emerging Information Science and Technology Vol 3, No 1 (2022): May
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/eist.v3i1.16858

The net generation is born simultaneously as new technologies are being developed, exposing them to those technologies from infancy. The constant coexistence with technology in their early lives imparts technological literacy to the fictional characters. Smartphones, for example, are an inseparable part of today’s children, and this generation is not only familiar with them but also proficient at utilizing them. Most children solely use their phones for media consumption. In particular, the mathematical abilities of this generation stand to benefit from the widespread adoption and proper use of smartphones. Students at all educational levels, from elementary school on up, now view mathematics as a formidable foe. There has to be a breakthrough that utilizes emerging technology, specifically mobile learning, to put an end to this terrifying phenomenon in learning mathematics. Therefore, this study was carried out to demonstrate the effectiveness of mobile learning in teaching mathematics to fourth-grade students (9-10 years old) in this net generation era. This research was conducted to provide educators and education administrators with a point of departure for creating new approaches that better reflect the traits of that generation. One of the hoped-for outcomes of this study is an improvement in individuals’ capabilities.

Desktop Application Development to Practice Pronunciation Nurfitria Wulandari; Dwijoko Purbohadi; Aprilia Kurnianti
Emerging Information Science and Technology Vol 3, No 2 (2022): November
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/eist.v3i2.16868

English pronunciation studies the techniques of uttering English words, making it one of the most challenging subjects and considered a formality. By mastering proper English pronunciation, there will be no miscommunication when speaking with others or native speakers. Learning pronunciation from a native speaker creates a benchmark for appropriately pronouncing words. Unfortunately, it is overpriced and impractical. Therefore, this study developed an e-learning application to learn English pronunciation. Through a desktop-based e-learning application, users could freely improve their ability and interest in learning pronunciation without time constraints. They could also evaluate their progress. This desktop application could be utilized frequently without incurring excessive fees. In order to acquire study data, the application was assessed by administering a questionnaire to 34 respondents. As many as 27 respondents believed that the application’s content was easily accessible on their individual computers. Additionally, 30 respondents acknowledged that the audio quality was clear. Moreover, 29 respondents asserted that the desktop application encouraged them to improve their pronunciation. In other words, the desktop application for learning English pronunciation was highly useful for independent study and could enhance the comprehension of each learned word

Peningkatan Sumber Daya Manusia Dalam Mengelola Sistem Informasi Desa Berbasis Website Titis Wisnu Wijaya Titis; Cahya Damarjati; Aprilia Kurnianti
J-Dinamika : Jurnal Pengabdian Masyarakat Vol 8 No 2 (2023): Agustus
Publisher : Politeknik Negeri Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25047/j-dinamika.v8i2.4017

Pemerintah desa berhak mendapatkan akses untuk memperoleh dan menyebarluaskan informasi yang mengacu pada Undang-Undang Nomor 6 Tahun 2014. Berdasarkan peraturan ini, pemerintah daerah berkewajiban mengembangkan sistem informasi desa. Dalam hal ini, website merupakan platform yang tepat dan efektif untuk menyebarluaskan informasi desa kepada publik secara transparan. Program pengabdian dilakukan di Desa Darmayasa, Pejawaran, Banjarnegara, Jawa Tengah. Sebelumnya, Pemerintah Desa Darmayasa memiliki website. Masalah muncul ketika admin tidak dapat mengelola konten website dengan baik, selain itu tampilan website juga mengalami tema kuno. Oleh karena itu, para abdi melaksanakan program pengabdian masyarakat dengan tema "Peningkatan SDM dalam Mengelola Sistem Informasi Desa Berbasis Website". Pengumpulan data dalam program pengabdian masyarakat ini menggunakan kuesioner beserta alat ukur skala Likert. Hasil akhir dari evaluasi keseluruhan adalah dengan skor rata-rata 2,8 dalam kategori "Kepuasan". Selain untuk meningkatkan sumber daya manusia, metode yang digunakan adalah bengkel. Hasil dari kegiatan workshop dan pelatihan pengelolaan website desa adalah meningkatkan kemampuan SDM dalam mengelola website dengan target satu berita baru terbit dalam satu minggu selama dua bulan monitoring. Sehingga website yang telah dikembangkan dapat digunakan sesuai dengan tujuan yang diharapkan.

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