system

JP2026102129APending Publication Date: 2026-06-23SOFTBANK GROUP CORP
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Patent Information

Authority / Receiving Office
JP · JP
Patent Type
Applications
Current Assignee / Owner
SOFTBANK GROUP CORP
Filing Date
2024-12-11
Publication Date
2026-06-23

AI Technical Summary

Benefits of technology

【0005】 この課題を解決するために、本発明は、ユーザーの過去の行動データを収集し、特徴量を抽出する手段を備えることで、個々の行動パターンを詳細に分析する。さらに、機械学習モデルをトレーニングし、新たな行動データを入力して次の行動を予測する手段を含む。また、予測された行動に応じた提案を生成し、ユーザーインターフェースを通じて迅速に提示することにより、ユーザーに対してパーソナライズされた情報をリアルタイムで提供する。これにより、ユーザー体験を向上させるとともに、企業が効果的なリソース管理を行えるようにする。さらに、フィードバックループを通じてモデルを継続的に再トレーニングし、予測精度を向上させる点でも優れている。

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Abstract

Provide a system. 【Solution means】 Means for collecting data indicating user behavior, Means for preprocessing the behavior data and extracting feature data, Means for training a model using a machine learning algorithm based on the feature data, Means for inputting new behavior data and predicting the next action, Means for generating a proposal for the user based on the predicted action, Means for presenting the proposal through a user interface, Means for generating product proposals related to products viewed by the user and providing discount information, A system including.
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Claims

1. Means for collecting data that shows user behavior, Means for preprocessing the behavioral data and extracting feature data, A means for training a model using a machine learning algorithm based on the feature data, A means of inputting new behavioral data and predicting the next action, A means for generating suggestions for the user based on predicted actions, A means for displaying the aforementioned proposal through a user interface, A means of generating product suggestions related to products viewed by the user and providing discount information, A system that includes this.

2. The system according to claim 1, further comprising means for collecting data indicating new user behavior and retraining the model as a feedback loop.

3. The system according to claim 1, wherein data indicating the user's past behavior includes browsing history, purchase history, and inquiry history.