DocumentCode
2714392
Title
DiscoverNet: adaptive learning environment for designing neural networks
Author
Belkada, Safia ; Cristea, Alexandra I. ; Okamoto, Toshio
Author_Institution
Graduate Sch. of Inf. Syst., Univ. of Electro-Commun., Tokyo, Japan
fYear
2000
fDate
2000
Firstpage
155
Lastpage
156
Abstract
This paper presents the storyboard of a student using our system (DiscoverNet). DiscoverNet provides an adaptive simulation based discovery learning environment to design neural networks. We chose `neural networks´ (NN) as application domain, due to the fact that their study is particularly suitable for an adaptive student level adjusted approach. We embedded in the system also an advice generator module that is responsible for the educational orientation during the design session. The system supports two types of design. student-level design with objects manipulations, and system-level design with predefined architectures that generates a NN model according to the student configuration/parameters specifications
Keywords
computer aided instruction; computer science education; neural nets; DiscoverNet; adaptive learning environment; adaptive student level; discovery learning environment; neural networks; storyboard; Artificial intelligence; Education; Graphical user interfaces; Information systems; Knowledge engineering; Neural networks; Predictive models; Problem-solving; Process design; System-level design;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Learning Technologies, 2000. IWALT 2000. Proceedings. International Workshop on
Conference_Location
Palmerston North
Print_ISBN
0-7695-0653-4
Type
conf
DOI
10.1109/IWALT.2000.890595
Filename
890595
Link To Document