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PROGRAM RATING PREDICTION METHOD AND APPARATUS, AND SYSTEM BASED ON SENTIMENT ANALYSIS OF VIEWERS COMMENTS

机译:基于观看者评论情感分析的节目评分预测方法和装置及系统

摘要

Disclosed is a method for predicting a viewing rate of a program including the steps of: collecting postings including opinion of views corresponding to multiple episodes of the program; calculating an emotion index based on words included in the collected postings; constructing learning data based on the calculated emotion index and information of a previous viewing rate and generating an artificial neural network model; and calculating a final predicted viewing rate value by inputting test data, constructed based on the calculated emotion index, in the artificial neural network model.
机译:公开了一种用于预测节目的​​观看率的方法,该方法包括以下步骤:收集包括与该节目的多个情节相对应的观看意见的帖子。根据收集到的帖子中包含的单词计算情感指数;基于所计算的情绪指数和先前观看率的信息来构建学习数据,并生成人工神经网络模型;通过在人工神经网络模型中输入基于计算出的情绪指数构造的测试数据,计算最终的预计收视率值。

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