| Presentation | 2004/3/12 Analysis of generalization patterns by categorization strategies Tasuku SUENAGA, Hideaki ITOH, Kiyohiko NAKAMURA, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is an open issue whether human cognition of categorization are rule-based or similarity-based. Johansen and Palmeri suggested shifts of categorization strategies with generalization patterns exhibited by subjects who perform categorization tasks. In this paper, we conducted an extended experiment to investigate more details in cognition of each subject. As the result of that experiment, we suggest "the deepening categorization strategy hypothesis" which proposes that unidimensional rules turn to multidimensional rules and similarity-based strategy takes long for subjects to store exemplars. Also we show that hypothesis be able to account for the result of the experimented by Johansen et al. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Categorization / Rule Model / Exempler Model |
| Paper # | NC2003-199 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2004/3/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of generalization patterns by categorization strategies |
| Sub Title (in English) | |
| Keyword(1) | Categorization |
| Keyword(2) | Rule Model |
| Keyword(3) | Exempler Model |
| 1st Author's Name | Tasuku SUENAGA |
| 1st Author's Affiliation | Department of Computational Intelligence and Systems Science, Tokyo Institute of Technology() |
| 2nd Author's Name | Hideaki ITOH |
| 2nd Author's Affiliation | Department of Computational Intelligence and Systems Science, Tokyo Institute of Technology |
| 3rd Author's Name | Kiyohiko NAKAMURA |
| 3rd Author's Affiliation | Department of Computational Intelligence and Systems Science, Tokyo Institute of Technology |
| Date | 2004/3/12 |
| Paper # | NC2003-199 |
| Volume (vol) | vol.103 |
| Number (no) | 734 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |