| 摘要 |
PROBLEM TO BE SOLVED: To provide a device capable of highly accurately predicting an activity related amount without any need to adjust parameter in advance even under the situation where various life patterns may occur.SOLUTION: The activity related prediction device includes state transition model construction means for constructing a state transition model in which the feature pattern of an activity related amount is a state and the activity related amount is an observation amount, and a state transition model in which a user's activity pattern is a state and an obtained feature pattern is an observation result, means for applying an activity related amount data group related to a predicted target user to the constructed state transition model to generate original data, means for generating an output state in which the appearance hour or time of at least an output state and the activity related information of the included feature pattern are elements by using the generated original data, and constructing an activity related amount generation model which integrates such output states, and means for determining an activity related amount prediction value at the specific hour or time in the predicted target user.SELECTED DRAWING: Figure 3 |
