Amazon Musical Instruments Reviews 亚马逊乐器的评测

像Bhuvan这样的Webportal可以从用户那里获得大量反馈。遍历所有反馈可能是一项乏味的工作。您必须对反馈论坛中表达的观点进行分类。这可以用于反馈管理系统。我们对个人评论/评论进行分类，并根据个人评论/评论确定整体评分。这样，公司就可以对客户提供的反馈意见有一个完整的想法，并可以在那些特定领域中保持谨慎。Web portals such as Bhuvan can accumulate substantial volumes of user feedback. Manually sifting through all such feedback constitutes a tedious and labor-intensive task. It is necessary to classify the opinions expressed in the feedback forums, and this classification functionality can be integrated into feedback management systems. This work classifies individual user comments/reviews and generates an overall rating based on the content of each individual comment/review. Through this approach, enterprises can obtain a holistic overview of customer feedback and exercise targeted due diligence in relevant fields.

搜集汇总

背景与挑战

背景概述

该数据集包含亚马逊乐器产品的用户评论，旨在通过情感分析帮助公司理解客户反馈。数据涵盖评论者ID、产品ID、评论文本和评分等字段，任务是对评论进行情感分类（正面、负面、中性）并确定整体评分。