| Presentation | 2003/1/17 Action Prediction for a User Using Inductive Learning with N-gram Jin'an XU, Kenji ARAKI, Koji TOCHINAI, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have proposed a method to predict a user action using Inductive Learning with N-gram. This method acquires rules from the state history automatically by its learning capability, and the acquired rules express the user's habit and tastes. Therefore the system is able to adapt dynamically to each user. The user must proofread the errors of prediction results.However, the erroneous conversion decreases by the system's dynamic adaptation. This paper unified N-gram and Inductive Learning which built the new Point-Line Based Perdiction system. The high prediction accuracy of the experiment were gotten and better dynamic adaptation capability was also shown. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Inductive Learning / N-gram / Action Prediction / Adaptability / Point-line Based Prediction |
| Paper # | HIP2002-61 |
| Date of Issue |
| Conference Information | |
| Committee | HIP |
|---|---|
| Conference Date | 2003/1/17(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 | Human Information Processing (HIP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Action Prediction for a User Using Inductive Learning with N-gram |
| Sub Title (in English) | |
| Keyword(1) | Inductive Learning |
| Keyword(2) | N-gram |
| Keyword(3) | Action Prediction |
| Keyword(4) | Adaptability |
| Keyword(5) | Point-line Based Prediction |
| 1st Author's Name | Jin'an XU |
| 1st Author's Affiliation | Graduate School of Engineering, Hokkaido University() |
| 2nd Author's Name | Kenji ARAKI |
| 2nd Author's Affiliation | Graduate School of Engineering, Hokkaido University |
| 3rd Author's Name | Koji TOCHINAI |
| 3rd Author's Affiliation | Graduate School of Business Administration, Hokkai-Gakuen University |
| Date | 2003/1/17 |
| Paper # | HIP2002-61 |
| Volume (vol) | vol.102 |
| Number (no) | 595 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |