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Auflistung nach Schlagwort "interactive dashboard"

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  • Workshopbeitrag
    Mining Academic Data to Support Students’ Advisors: A Preliminary Study
    (Proceedings of DELFI Workshops 2019, 2019) Egbers, Lennart; Merceron, Agathe; Wagner, Stephan
    Many universities take measures to reduce the number of students dropping out. To support students’ advisors better becomes crucial. Besides their knowledge that they acquire through experience, which is a very important human factor in that process, advisors usually know very little about how students get along in their studies. In this paper, we present preliminary work to support advisors better when meeting students. The current investigation includes two main parts called “overview” and “typical completing behaviours”. The overview part contains visualizations giving general information about how students manage the degree as well as information contrasting students who complete the degree and students who drop out. Typical completing behaviours are obtained through clustering. In this work, data from 2276 students have been analysed.
  • Konferenzbeitrag
    UniDash: Interactive Dashboard for Data Driven Insights on Universities
    (BTW 2023, 2023) Bayer, Mirjam Raffaela; Hansen, Yorik Timo; Kosbü, Kimberley; Kulow, Andrea; Kröger, Peer
    Universities, like other institutions or companies are under a steady quality control inpursuit of improvement. Generating pertinent insights from consistently collected data at universitiesis one of the many possibilities to integrate data science into our educational system. The proposedprototype dashboard is designed for educational institutions to visually assess their shifts in relevanttopics such as diversity, accessibility, and planning aspects. This paper shows the workflow anddashboard using the UnivIS database of Kiel University for extracting and preprocessing the data. Theproposed demo revealed interesting insights, such as in the planning, lecture halls are selected withonly 50% capacity utilization, rooms for less that 50 people are planned to use 100% capacity. Thedemonstration web application can be tested in German at unidash.tk.