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HASHING-BASED EFFECTIVE USER MODELING

机译:基于散列的有效用户建模

摘要

In one embodiment, a method includes receiving user behavior data and contextual information associated with the user behavior data, the contextual information including a first data portion associated with a first context type. The method includes generating, from the user behavior data and the contextual information using a hashing algorithm, a first heterogeneous hash code including a first portion representing the user behavior data and a second hash code portion representing the first data portion associated with the first context type. The method includes accessing a second heterogeneous hash code including a third hash code portion representing a second data portion associated with the first context type. The method includes comparing the first heterogeneous hash code with the second heterogeneous hash code including determining similarity between the second hash code portion of the first heterogeneous hash code and the third hash code portion of the second heterogenous hash code.
机译:在一个实施例中,一种方法包括接收与用户行为数据相关联的用户行为数据和上下文信息,包括与第一上下文类型相关联的第一数据部分的上下文信息。该方法包括使用散列算法从用户行为数据和上下文信息生成第一异构散列码,包括表示用户行为数据的第一部分和表示与第一上下文类型相关联的第一数据部分的第二散列码部分。该方法包括访问包括表示与第一上下文类型相关联的第二数据部分的第三散列码部分的第二异构散列码。该方法包括将第一异构散列码与第二异构散列码进行比较,包括确定第一异构哈希码的第二散列部分与第二异构散列码的第三散列码部分之间的相似性。

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