PRODUCT CHARACTERISTIC SCORE ESTIMATION DEVICE, METHOD, AND PROGRAM

• Main Authors: TAMANO, Hiroshi, ICHIKAWA, Koji
• Format: Patent
• Language: English
• Published: 12.05.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

An input unit 81 inputs pieces of training data indicating products as targets of a behavior in accordance with preferences of users. An estimation unit 82 estimates a preference distribution indicating the preferences of each user corresponding to product attributes and a preference degree of the user between the products for the product attributes indicating characteristics of the products based on the product attributes and the training data. The estimation unit 82 estimates the preference distribution and the preference degree between the products by using the training data when a behavior probability for the product based on the training data is calculated by a product of a probability of the preference of the user selected based on the preference distribution and a probability of selecting a specific product based on the preference of the user selected with the probability and the preference degree between the products.