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APPARATUS AND METHOD FOR EXECUTING AN AUTOMATED ANALYSIS OF DATA, IN PARTICULAR SOCIAL MEDIA DATA, FOR PRODUCT FAILURE DETECTION
APPARATUS AND METHOD FOR EXECUTING AN AUTOMATED ANALYSIS OF DATA, IN PARTICULAR SOCIAL MEDIA DATA, FOR PRODUCT FAILURE DETECTION
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机译:执行用于特定产品故障检测的特定社交媒体数据中的数据自动分析的装置和方法
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摘要
An apparatus and a method for executing an automated analysis of analysis input data (e.g. social media data and/or On-Board-Diagnosis data) for product failure detection is proposed. Data analysis processing is performed, including: word count processing to determine word count numbers indicative of occurrence frequencies for keywords of a database in user-created text documents of the social media data; correlation determination processing to determine, for each of a plurality of keyword pairs, a respective correlation coefficient; correlation-link identification processing to identify correlation-linked keyword pairs for which the determined correlation coefficient exceeds a correlation threshold; and correlation group identification processing to identify correlation groups of keywords based on the identified correlation-linked keyword pairs; and, if one or more correlation groups of keywords are identified, analysis result data indicative of at least one of the one or more identified correlation groups of keywords is output.
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