LEARNING APPARATUS, ATTRIBUTE ESTIMATION APPARATUS, LEARNING METHOD, ATTRIBUTE ESTIMATION METHOD AND PROGRAM

PROBLEM TO BE SOLVED: To estimate attribute information on a family based on information indicating a usage power amount of the family.SOLUTION: A learning apparatus includes: an acquisition unit for acquiring information indicating each of power usage amounts of a plurality of families and attribute information on the families of which the power usage amounts have been acquired; a learning unit for machine-learning the information indicating each of the power usage amounts of the plurality of families acquired by the acquisition unit and associating feature amounts of the power usage amounts acquired by machine leaning with the attribute information on the families of which the power usage amounts have been acquired; and a storage unit for storing the feature amounts of the power usage amounts associated by the learning unit and the attribute information on the families of which the power usage amount have been acquired in association with each other.SELECTED DRAWING: Figure 3 【課題】家庭の使用電力量を示す情報に基づいて、該家庭の属性情報を推定すること。【解決手段】学習装置は、複数の家庭の各々の電力使用量を示す情報と電力使用量が得られた家庭の属性情報とを取得する取得部と、取得部が取得した複数の家庭の各々の電力使用量を示す情報を機械学習し、機械学習することによって得られる電力使用量の特徴量と電力使用量が得られた家庭の属性情報とを関連付ける学習部と、学習部が関連付けた電力使用量の特徴量と電力使用量が得られた家庭の属性情報とを関連付けて記憶する記憶部とを備える。【選択図】図３