Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Writing and publishing reviews online has become an increasingly popular way for people to express opinions and sentiments. Analyzing the large volume of online reviews available can produce useful knowledge that are of interest to vendors and other parties. Prior studies in the literature have shown that online reviews have a significant correlation with the sales of products, and therefore mining the reviews could help predict the sales performance of relevant products. Hover, those studies fail to consider one important factor that may significantly affect the accuracy of the prediction, i.e., the quality of the reviews. ,  propose a regression model that explicitly takes into account the quality factor, and discusses how this quality information can be predicted when it is not readily available. Experimental results on a movie review dataset confirm the effectiveness of the proposed model.
['Xiaohui Yu', 'Yang Liu', 'Xiangji Huang', 'Aijun An']
I am writing a research paper on a idea A quality-aware model for sales prediction using reviews
[{"from": "human", "value": "I am writing a research paper on a idea A quality-aware model for sales prediction using reviews"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Writing and publishing reviews online has become an increasingly popular way for people to express opinions and sentiments. Analyzing the large volume of online reviews available can produce useful knowledge that are of interest to vendors and other parties. Prior studies in the literature have shown that online reviews have a significant correlation with the sales of products, and therefore mining the reviews could help predict the sales performance of relevant products. Hover, those studies fail to consider one important factor that may significantly affect the accuracy of the prediction, i.e., the quality of the reviews. ,  propose a regression model that explicitly takes into account the quality factor, and discusses how this quality information can be predicted when it is not readily available. Experimental results on a movie review dataset confirm the effectiveness of the proposed model."}]