SYSTEM, METHOD AND COMPUTER PROGRAM FOR VERIFYING LEARNED PATTERNS USING ASSIS-TIVE MACHINE LEARNING

摘要

Examples relate to a system, a method and a computer program for verifying patterns learned from data, and to a vehicle comprising such a system using assistive machine learning. The system comprises one or more processors and one or more storage devices. The system is configured to obtain information on one or more patterns being generated by one or more machine learning models. Each of the one or more patterns comprises one or more data items and information about a confidence level of the pattern. The system is configured to determine a context that a user of the vehicle is in in relation to the vehicle. The context is determined based on one or more context indicators. The one or more context indicators comprise at least one of a current time and a location of the user or vehicle. The system is configured to select at least one of the one or more data items of one of the one or more patterns based on the confidence level of the pattern and based on the context of the user. The system is configured to provide information on the at least one data item to the user via a user interface. The information on the at least one data item requests the user to provide feedback on the at least one data item. The system is configured to adjust the at least one data item or the confidence level of the pattern based on the response of the user, by processing the response of the user via the user interface using natural language processing.