2 results about "Family based" patented technology

This document describes systems and techniques directed to integrating and summarizing relevant information from family event data. Various examples are described herein, including a method that includes receiving, by a machine learning (ML) model, family data, and generating, by the ML model, a relevance based on the family data. The techniques further include generating, based on the relevance, a family summary that includes a textual summary of a subset of the family data that is relevant to the relevance. The techniques can then generate, based on the family summary, a family output for output to a user. By doing so, the user can gain a better understanding of their home through a relevant and useful summary of trends, patterns, and events that occur within their home.

The invention relates to the technical field of financial risks, and particularly discloses a knowledge graph-based family credit risk conduction analysis method and system, and the method comprises the steps: obtaining the family member data of a target family, and calculating the personal risk value of each family member of the target family; acquiring family communication data of a target family, constructing a member knowledge graph of the target family, and constructing a risk conduction matrix of the target family; determining risk conduction sub-data of each family member of the target family; and determining risk conduction data of the target family based on the member knowledge graph of the target family, the personal risk value of each family member, the risk conduction sub-data and the risk conduction matrix. According to the method, networked and systematic analysis of family credit risks can be realized based on the knowledge graph, hidden relatives associated risks are accurately mined, the comprehensiveness and accuracy of risk pre-judgment are improved, high-value decision support is provided for family credit risk management and control, and risk analysis requirements of a complex family structure are met.