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Context-based automatic selection of factor for use in estimating characteristics of viewers viewing same content

机译:基于上下文的因素自动选择,用于估计观看相同内容的观众的特征

摘要

A method of selecting a factor for estimating characteristics of viewers who view a same content is disclosed. This method includes: storing a multi-layered hierarchal list of attribute words expressing viewer attributes, each of which is a candidate of the factor; extracting the attribute words from the same content; generating a first vector indicative of frequencies with which the attribute words occur in the same content; for a successively-selected one of the attribute words, successively generating a second vector indicative of frequencies with which the attribute words occur in ones of sets of learned-text information which contain the successively-selected attribute word; calculating a similarity score between the vectors on a per-attribute-word basis; and selecting one of the attribute words as the factor, which is associated with subordinate attribute words on a lower layer, based on a dispersion level of the similarity scores calculated for the subordinate attribute words.
机译:公开了一种选择用于估计观看相同内容的观看者的特征的因子的方法。该方法包括:存储表示观看者属性的属性词的多层层次列表,每个观看者属性都是该因子的候选者;从相同的内容中提取属性词;产生指示属性词在相同内容中出现的频率的第一向量;对于一个连续选择的属性词中的一个,连续产生第二矢量,该第二向量表示在包含连续选择的属性词的一组学习文本信息中,属性词出现的频率;在每个属性词的基础上计算向量之间的相似性分数;基于针对从属属性词计算出的相似度得分的离散度,选择与下层的从属属性词相关联的属性词之一作为因子。

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