Title :
Methods for Path Evaluation in Dynamic Storyboards
Author :
Bock, Ralph ; Knauf, Rainer ; Sakurai, Yoshitaka ; Tsuruta, Setsuo
Author_Institution :
Magdeburg Univ., Magdeburg
Abstract :
A university study is a flexible but complicated system. Therefore, many students are not able to finish their studies in the designated time. To face this problem, Tokyo Denki University introduced a Dynamic Learning Need Reflection System (DLNRS). Also, a storyboarding concept was introduced to model the network of opportunities to compose subjects towards a complete study. DLNRS supports students in scheduling a semester and storyboarding for long term career planning. Here, we introduce methods to estimate success chances for a path through a storyboard. The methods are based on AI technologies such as Data Mining and Case-Based Reasoning. By classifying the studentspsila given path and calculating an alternative one or a supplement, if necessary, the student gets an estimation of success chances.
Keywords :
artificial intelligence; case-based reasoning; computer aided instruction; educational institutions; AI technologies; Tokyo Denki University; case-based reasoning; data mining; dynamic learning need reflection system; dynamic storyboards; long term career planning; path evaluation; Artificial intelligence; Classification tree analysis; Data mining; Data visualization; Decision trees; Engineering profession; Humans; Law; Layout; Legal factors;
Conference_Titel :
Advanced Learning Technologies, 2008. ICALT '08. Eighth IEEE International Conference on
Conference_Location :
Santander, Cantabria
Print_ISBN :
978-0-7695-3167-0
DOI :
10.1109/ICALT.2008.50