COMPUTER PROGRAM, INFORMATION PROCESSING DEVICE AND METHOD

To provide a computer program and an information processing device and method that are used to estimate the health state of a target user on the basis of the action history carried out by the target user and have at least partly improved performance.SOLUTION: The method executed by a communication s...

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Main Authors NAKAGAWA KYO, YOSHIE MIHO, IWASHITA SATOSHI, KWAK KYUNGTAK, HAMAMOTO KEISUKE, TSUBOUCHI MINA, DEGUCHI NAOYUKI, TOBA MASAMICHI
Format Patent
LanguageEnglish
Japanese
Published 06.10.2023
Subjects
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
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Summary:To provide a computer program and an information processing device and method that are used to estimate the health state of a target user on the basis of the action history carried out by the target user and have at least partly improved performance.SOLUTION: The method executed by a communication system acquires target action data for identifying the history of actions carried out by a target user and inputs the target action data to an estimation model generated by executing supervised learning, thereby causing target state data that includes at least one of target state data to identify the state of exercises, the state associated with lifestyle diseases, or the state of insufficiency of physical activities of the target user, including data to identify the body weight of the target user, the data to identify body mass index (BMI) of the target user, data to identify the pedometer of the target user, data to identify smoking or nonsmoking of the target user, and data to identify the metabolic syndrome diagnosis reference value of the target user, to be outputted from the estimation model.SELECTED DRAWING: Figure 12 【課題】対象ユーザにより実行された行動の履歴に基づいて対象ユーザの健康の状態を推定する、少なくとも部分的に向上した性能を有するプログラム、情報処理装置及び方法を提供する。【解決手段】通信システムが実行する方法は、対象ユーザにより実行された行動の履歴を識別する対象行動データを取得し、教師あり学習を実行することにより生成された推定モデルに前記対象行動データを入力することにより、対象ユーザの、運動の状態、生活習慣病に関連する状態又は身体活動の不足の状態を識別する対象状態データであって、対象ユーザの体重を識別するデータ、対象ユーザのＢＭＩ（Ｂｏｄｙ Ｍａｓｓ Ｉｎｄｅｘ）を識別するデータ、対象ユーザの歩数を識別するデータ、対象ユーザの喫煙の有無を識別するデータ及び対象ユーザのメタボリックシンドローム診断基準値を識別するデータのうちの少なくとも１つを含む対象状態データを、推定モデルから出力させる。【選択図】図１２
Bibliography:Application Number: JP20230061286