Identifying Differences in News Coverage between Cultural/Ethnic Groups

Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT '09. IEEE/WIC/ACM International Joint Conferences(2009)

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摘要
Large-scale analysis over historical news corpora provides us with unique opportunities to examine sociological issues with respect to local and mass media. In particular, we combine the Lydia named entity recognition system with an name-based ethnicity classification engine to examine issues of ethnic and geocentric sentiment/coverage bias in newspapers. We describe new methods for ethnicity and nationality detection for news entities (people), and build on this to identify interesting temporal, geospatial, and association trends in the coverage with respect to 13 distinct cultural/ethnic/linguistic (CEL) groups.
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关键词
mass media,name-based ethnicity classification engine,nationality detection,large-scale analysis,entity recognition system,ethnic groups,association trend,geocentric sentiment,news coverage,historical news corpus,identifying differences,news entity,coverage bias,news analysis,statistical analysis,cultural differences,data analysis,computer science,intelligent agent,ethnic group,text analysis,engines,survey data
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