Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Purpose – User-generated content (UGC), i.e. the feedback from consumers in the electronic market, including structured and unstructured types, has become increasingly important in improving online businesses. Hover, the ambiguity and heterogeneity, and even the conflict beten the two types of UGC, require a better understanding from the perspective of human cognitive psychology. By using online feedback on hotel services, the purpose of this paper is to explore the effects of satisfaction level, opinion dispersion and cultural context background on the interrelationship beten structured and unstructured UGC. Design/methodology/approach – Natural language processing techniques – specifically, topic classification and sentiment analysis on the sentence level – are adopted to retrieve consumer sentiment polarity on five attributes relative to itemized ratings. Canonical correlation analyses are conducted to empirically validate the interplay beten structured and unstructured UGC among different popu...
['Xianfeng Zhang', 'Yang Yu', 'Hongxiu Li', 'Zhangxi Lin']
I am writing a research paper on a idea Sentimental interplay between structured and unstructured user-generated contents : An empirical study on online hotel reviews
[{"from": "human", "value": "I am writing a research paper on a idea Sentimental interplay between structured and unstructured user-generated contents : An empirical study on online hotel reviews"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Purpose \u2013 User-generated content (UGC), i.e. the feedback from consumers in the electronic market, including structured and unstructured types, has become increasingly important in improving online businesses. Hover, the ambiguity and heterogeneity, and even the conflict beten the two types of UGC, require a better understanding from the perspective of human cognitive psychology. By using online feedback on hotel services, the purpose of this paper is to explore the effects of satisfaction level, opinion dispersion and cultural context background on the interrelationship beten structured and unstructured UGC. Design/methodology/approach \u2013 Natural language processing techniques \u2013 specifically, topic classification and sentiment analysis on the sentence level \u2013 are adopted to retrieve consumer sentiment polarity on five attributes relative to itemized ratings. Canonical correlation analyses are conducted to empirically validate the interplay beten structured and unstructured UGC among different popu..."}]