A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews.
作者： Praphula Kumar Jain , Rajendra Pamula , Gautam Srivastava , None
DOI:
关键词: Tourism 、 Systematic review 、 Consumer confidence index 、 Computer science 、 Hospitality 、 Process (engineering) 、 Machine learning 、 Scope (project management) 、 Artificial intelligence 、 Social media 、 Domain (software engineering)
摘要: … Many researchers applied machine learning techniques in predicting consumer … From Table 7, we may refer to that many scholars used regression and basic machine learning …
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harvard.edu参考文章(144)
Ameet Talwalkar, Ameet Talwalkar, Mehryar Mohri, Afshin Rostamizadeh, Afshin Rostamizadeh, Foundations of Machine Learning ,(2012)
Neville Upton, Paul Marsden, Alain Samson, Advocacy drives growth Centaur Holdings. ,(2005)
Jan Muntermann, Michael Siering, How to Identify Tomorrow's Most Active Social Commerce Contributors? Inviting Starlets to the Reviewer Hall of Fame international conference on information systems. ,(2013)
Frederick F Reichheld, The one number you need to grow. Harvard Business Review. ,vol. 81, pp. 46- 54 ,(2003)
Verena Dorner, Olga Ivanova, Michael Scholz, Think Twice Before You Buy! How Recommendations Affect Three-Stage Purchase Decision Processes international conference on information systems. pp. 4278- ,(2013)
Daša Munková, Michal Munk, Martin Vozár, Influence of Stop-Words Removal on Sequence Patterns Identification within Comparable Corpora International Conference on ICT Innovations. pp. 67- 76 ,(2013) , 10.1007/978-3-319-01466-1_6
Diana Papaioannou, Anthea Sutton, Andrew Booth, Systematic Approaches to a Successful Literature Review ,(2012)
Jiayin Qi, Zhenping Zhang, Seongmin Jeon, Yanquan Zhou, Mining customer requirements from online reviews Information & Management. ,vol. 53, pp. 951- 963 ,(2016) , 10.1016/J.IM.2016.06.002
Tianyi Liu, Shuangsang Fang, Yuehui Zhao, Jun Zhang, Peng Wang, Implementation of Training Convolutional Neural Networks arXiv: Computer Vision and Pattern Recognition. ,(2015)
Namho Chung, Heejeong Han, Chulmo Koo, Adoption of travel information in user-generated content on social media: the moderating effect of social presence Behaviour & Information Technology. ,vol. 34, pp. 902- 919 ,(2015) , 10.1080/0144929X.2015.1039060