| Presentation | 1999/10/25 An Inductive Logic Programming Modeling for Noun Vocaburary Acquisition by Children Ikuo Kobayashi, Koichi Furukawa, Mutsumi Imai, Tomonobu Ozaki, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a model for children vocabulary acquisition based on inductive logic programming frame work. Children vocabulary acquision process is regarded as a supervised learning in which class information is given as a label by, say, their mothers, and other attributes through human sensory devices. Though huge possible interpretations seem to exist for each label, children can acquire more than thousand words by three years old. Sensory information can be used as not only a description vocabulary but also a scope of hypothesis searching. With this bias, our model learns hierarchical concepts as well as mutual exculusive ones. Our model includes cognitive psycological 'constraints' to derive preference over knowledge-based labeling rules. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Inductive Logic Programming / vocaburary acquisition / biased leaning / theory improvement |
| Paper # | NLC99-23 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 1999/10/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Inductive Logic Programming Modeling for Noun Vocaburary Acquisition by Children |
| Sub Title (in English) | |
| Keyword(1) | Inductive Logic Programming |
| Keyword(2) | vocaburary acquisition |
| Keyword(3) | biased leaning |
| Keyword(4) | theory improvement |
| 1st Author's Name | Ikuo Kobayashi |
| 1st Author's Affiliation | Graduate School of Media and Governance Keio University() |
| 2nd Author's Name | Koichi Furukawa |
| 2nd Author's Affiliation | Graduate School of Media and Governance Keio University |
| 3rd Author's Name | Mutsumi Imai |
| 3rd Author's Affiliation | Faculty of Environmental Information Keio University |
| 4th Author's Name | Tomonobu Ozaki |
| 4th Author's Affiliation | Graduate School of Media and Governance Keio University |
| Date | 1999/10/25 |
| Paper # | NLC99-23 |
| Volume (vol) | vol.99 |
| Number (no) | 387 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |