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A Method of User's Behavior Obtaining Based on Conditioned Reflex Mechanism

机译:基于条件反射机制的用户行为获取方法

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摘要

Imitated by the organisms' conditioned reflex principle, a new method for obtaining user's behavior was proposed. Firstly, statistical clustering algorithm and an algorithm named subspace clustering based on low dimensional clustering and high dimensional verification were constructed, the purpose is to realize the extraction of the possible habit information through the data processing to the collected daily using information to these equipments. After this, a behavior information accuracy evaluation function was designed to realize the reinforcement and elimination of the possible habit information. Then, the accurate behavior information could be obtained after the verification and the test to the acquired possible habit information. At last, the simulation test to the method was done, and the simulation results showed this method was effective.
机译:模仿生物体的条件反射原理,提出了一种获取用户行为的新方法。首先,构建了统计聚类算法和基于低维聚类和高维验证的子空间聚类算法,其目的是通过对这些设备的信息进行日常数据处理,实现对可能习惯信息的提取。此后,设计了行为信息准确性评估功能,以实现对可能的习惯信息的增强和消除。然后,在对获取的可能的习惯信息进行验证和测试之后,可以获得准确的行为信息。最后,对该方法进行了仿真测试,仿真结果表明该方法是有效的。

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