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DiscoverNet : adaptive learning environment for designing neural networks
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Belkada, S., Cristea, Alexandra I. and Okamoto, Toshio (2000) DiscoverNet : adaptive learning environment for designing neural networks. In: International Workshop on Advanced Learning Technologies, Palmerston North, 4-6 Dec 2000. Published in: 2000. IWALT 2000. Proceedings. International Workshop on Advanced Learning Technologies pp. 155-156. ISBN 0769506534 . doi:10.1109/IWALT.2000.890595
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Official URL: http://dx.doi.org/10.1109/IWALT.2000.890595
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.
| Item Type: | Conference Item (Paper) | ||||
|---|---|---|---|---|---|
| Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
| Journal or Publication Title: | 2000. IWALT 2000. Proceedings. International Workshop on Advanced Learning Technologies | ||||
| Publisher: | IEEE | ||||
| ISBN: | 0769506534 | ||||
| Book Title: | Proceedings International Workshop on Advanced Learning Technologies. IWALT 2000. Advanced Learning Technology: Design and Development Issues | ||||
| Official Date: | 2000 | ||||
| Dates: |
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| Page Range: | pp. 155-156 | ||||
| DOI: | 10.1109/IWALT.2000.890595 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access | ||||
| Conference Paper Type: | Paper | ||||
| Title of Event: | International Workshop on Advanced Learning Technologies | ||||
| Type of Event: | Workshop | ||||
| Location of Event: | Palmerston North | ||||
| Date(s) of Event: | 4-6 Dec 2000 |
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