An empirical comparison of machine learning methods for text-based sentiment analysis of online consumer reviews
Author:
Publisher
Elsevier BV
Subject
Marketing
Reference56 articles.
1. Parameter bias from unobserved effects in the multinomial logit model of consumer choice;Abramson;Journal of Marketing Research,2000
2. Reviews without a purchase: Low ratings, loyal customers, and deception;Anderson;Journal of Marketing Research,2014
3. An empirical comparison of logit choice models with discrete versus continuous representations of heterogeneity;Andrews;Journal of Marketing Research,2002
4. On the recoverability of choice behaviors with random coefficients choice models in the context of limited data and unobserved effects;Andrews;Management Science,2008
5. Hierarchical Bayes versus finite mixture conjoint analysis models: A comparison of fit, prediction, and partworth recovery;Andrews;Journal of Marketing Research,2002
Cited by 61 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. From online reviews to smartwatch recommendation: An integrated aspect-based sentiment analysis framework;Journal of Retailing and Consumer Services;2025-01
2. Using machine learning to develop customer insights from user-generated content;Journal of Retailing and Consumer Services;2024-11
3. Join us for a greener future: Understanding the role of message framing in CER communication;Journal of Retailing and Consumer Services;2024-11
4. Sentiment Analysis on E-Commerce Product Reviews Using Machine Learning and Deep Learning Algorithms: A Bibliometric Analysis, Systematic Literature Review, Challenges and Future Works;International Journal of Information Management Data Insights;2024-11
5. CLASSIFICATION OF CUSTOMER SENTIMENTS BASED ON ONLINE REVIEWS: COMPARATIVE ANALYSIS OF MACHINE LEARNING AND DEEP LEARNING ALGORITHMS;Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi;2024-09-03
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3