| Presentation | 1993/11/27 Proposal of Learner's Problem Solving Process Model Maom Ueno, Osamu Yoshimura, Takuro Kubo, Kazuo Shigemasu, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The main purpose of this paper is the development of a mathematical model for learner′s problem solving process.Some feat ures of this model are shown as follows;1) the learner model is expressed by probabilistic network,2) by using estimated model parameters,we can grasp characteristics of each learner and each item at the point of problem solving process,3) we can infer learner′s problem solving process to an item from observed learner ′s response consequence,and 4) the credibility of the inference is represented by the value of likelihood.Some mathematical features are as follows:5) learner′s problem solving process is expressed b y Markov Process Model,and 6) the model is expressed by multi- dimension latent trait model.We apply this model to real data,and demonstrate some exaple of probabilistic inference. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | test theory / data analysis / item response theory / Learner Model / Markov Process / Bayesian network |
| Paper # | ET93-79 |
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| Conference Information | |
| Committee | ET |
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| Conference Date | 1993/11/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Educational Technology (ET) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Proposal of Learner's Problem Solving Process Model |
| Sub Title (in English) | |
| Keyword(1) | test theory |
| Keyword(2) | data analysis |
| Keyword(3) | item response theory |
| Keyword(4) | Learner Model |
| Keyword(5) | Markov Process |
| Keyword(6) | Bayesian network |
| 1st Author's Name | Maom Ueno |
| 1st Author's Affiliation | Tokyo Institute of Technology() |
| 2nd Author's Name | Osamu Yoshimura |
| 2nd Author's Affiliation | Tokyo Institute of Technology |
| 3rd Author's Name | Takuro Kubo |
| 3rd Author's Affiliation | Tokyo Institute of Technology |
| 4th Author's Name | Kazuo Shigemasu |
| 4th Author's Affiliation | Tokyo Institute of Technology |
| Date | 1993/11/27 |
| Paper # | ET93-79 |
| Volume (vol) | vol.93 |
| Number (no) | 360 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |