首页>
外国专利>
WATER USAGE PATTERN-BASED USER PROFILING METHOD AND SYSTEM
WATER USAGE PATTERN-BASED USER PROFILING METHOD AND SYSTEM
展开▼
机译：基于水资源模式的用户分析方法和系统
展开▼
页面导航
摘要
著录项
相似文献
摘要
A water usage pattern-based user profiling method and system, comprising the following steps: (1) collecting water usage data and a user type label of a user; (2) extracting from the collected water usage data the average water usage of several periods to serve as eigenvectors, combining with the type label of the user to construct a training sample set, constructing a depth-stratified fuzzy system on the basis of an automatic machine learning technique, utilizing the training sample set to train the system, thus constructing a classification model; and (3) inputting the collected water usage data of the user into the constructed classification model, thus completing user profiling. The method, by means of user profiling, combines characteristics of individual users and user groups, thus providing individual users with a service of increased accuracy, and implementing a reasonable allocation of resources between areas.
展开▼
