Jurnal Teknologi Dan Sistem Informasi Bisnis
Vol 5 No 4 (2023): Oktober 2023

Analisis Multidimensi Pada Perkuliahan Untuk Memperbaiki Pencapaian CLO Mahasiswa Tingkat 4

Adha, Nizur (Unknown)
Andreswari, Rachmadita (Unknown)
Adi, Taufik Nur (Unknown)



Article Info

Publish Date
03 Oct 2023

Abstract

In this research, process mining methods are utilized for the analysis of the learning processes of fourth-year students. Multidimensional analysis is applied to gain a more comprehensive understanding of the data, and process cubes provide an overview of the data from various dimensions. Supported by Celonis tools, the learning process models are discovered from different perspectives such as time, courses, instructors, Course Learning Outcomes (CLO), and CLO scores. The application of these methods results in process models that provide insights from the perspective of different dimensions. Conformance checking is conducted to assess the alignment of the process models with the event log. The best conformance values for each process model are transformed into BPMN to facilitate information dissemination. The obtained information serves as recommendations for designing the optimal learning processes for fourth-year students in the subsequent semester.

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Journal Info

Abbrev

jteksis

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Jurnal Teknologi dan Sistem Informasi Bisnis merupakan Jurnal yang diterbitkan oleh Prodi Sistem Informasi Universitas Dharma Andalas untuk berbagai kalangan yang mempunyai perhatian terhadap perkembangan teknologi komputer, baik dalam pengertian luas maupun khusus dalam bidang-bidang tertentu yang ...