Online shopping and e-commerce, Online reviews. Pew Research Center report, 2016. ,
Taking a deeper look at online reviews: The asymmetric effect of valence intensity on shopping behaviour, Journal of Marketing Management, vol.29, issue.5-6, pp.646-670, 2013. ,
Why do people read reviews posted on consumer-opinion portals, Journal of Marketing Management, vol.26, issue.3-4, pp.230-255, 2010. ,
Value co-creation and purchase intention in social commerce: the enabling role of word-of-mouth and trust, Americas Conference on Information Systems AMCIS, 2017. ,
Designing social commerce platforms based on consumers' intentions, Behaviour & Information Technology, vol.36, issue.12, pp.1308-1327, 2017. ,
Reviews, reputation, and revenue: The case of Yelp, com. Com. Harvard Business School NOM Unit Working Paper, pp.12-016, 2016. ,
The best book reviews money can buy. The New York Times, p.25, 2012. ,
Spotting fake reviewer groups in consumer reviews, Proc of the 21st int'l conference on World Wide Web, pp.191-200, 2012. ,
Fake it till you make it: Reputation, competition, and Yelp review fraud, Management Science, vol.62, issue.12, pp.3412-3427, 2016. ,
Detecting Potentially Fraudulent Hotel Reviews in the Era of Big Data, 2018 IEEE International Conference on Big Knowledge (ICBK), pp.243-251, 2018. ,
Top 50 Multi-Platform Properties (Desktop and Mobile, 2019. ,
Navigating the potentially murky world of online reviews, 2015. ,
Detecting lies and deceit: Pitfalls and opportunities in nonverbal and verbal lie detection, Interpersonal Communication, vol.6, p.321, 2014. ,
Detecting product review spammers using rating behaviors, CIKM, 2010, 2010. ,
Opinion spam and analysis, WSDM '08, 2008. ,
Detecting deceptive opinion spam using human computation, Workshops at the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012. ,
Finding deceptive opinion spam by any stretch of the imagination, Proceedings of the 49th annual meeting of the association for computational linguistics: Human language technologies-volume, vol.1, pp.309-319, 2011. ,
Accuracy of deception judgments, Personality and social psychology Review, vol.10, issue.3, pp.214-234, 2006. ,
Survey of review spam detection using machine learning techniques, J. Big Data, vol.2, issue.1, p.23, 2015. ,
Negative deceptive opinion spam, Proceedings of the 2013 conference of the north american chapter of the association for computational linguistics: human language technologies pp, pp.497-501, 2013. ,
What yelp fake review filter might be doing?, Seventh international AAAI conference on weblogs and social media, 2013. ,
Text mining and probabilistic language modeling for online review spam detecting, ACM Transactions on Management Information Systems, vol.2, issue.4, pp.1-30, 2011. ,
Learning to identify review spam, Twenty-Second International Joint Conference on Artificial Intelligence, 2011. ,
Comparison of deceptive and truthful travel reviews. Information and communication technologies in tourism, pp.37-47, 2009. ,
, Does verifying uses influence rankings? Analyzing Booking. com and TripAdvisor. Tourism Analysis, vol.23, pp.1-15, 2018.
The development and psychometric properties of LIWC2015, 2015. ,
On structuring probabilistic dependences in stochastic language modelling, Computer Speech & Language, vol.8, issue.1, pp.1-38, 1994. ,
Performance comparison of naïve bayes and j48 classification algorithms, International Journal of Applied Engineering Research, vol.7, issue.11, 2012. ,
, NLTK: the natural language toolkit, 2002.
Supervised machine learning: A review of classification techniques. Emerging artificial intelligence applications in computer engineering, vol.160, pp.3-24, 2007. ,
Scikit-learn: Machine learning in Python, Journal of machine learning research, vol.12, pp.2825-2830, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00650905
Model selection for support vector machines via uniform design, Comp Stat & Data Analysis, vol.52, issue.1, pp.335-346, 2007. ,
Cross-validation pitfalls when selecting and assessing regression and classification models, Journal of cheminformatics, vol.6, issue.1, p.10, 2014. ,
, Reality monitoring. Psych review, vol.88, issue.1, p.67, 1981.
Outsmarting the liars: The benefit of asking unanticipated questions. Law and human behavior, vol.33, pp.159-166, 2009. ,
Lying words: Predicting deception from linguistic styles, Pers & soc psych bulletin, vol.29, issue.5, pp.665-675, 2003. ,
What lies beneath: The linguistic traces of deception in online dating profiles, Journal of Communication, vol.62, issue.1, pp.78-97, 2012. ,
Public opinion and the third-person effect. The SAGE handbook of public opinion research, pp.184-191, 2008. ,
Research note-when do consumers value positive vs. negative reviews? An empirical investigation of confirmation bias in online word of mouth, Information Systems Research, vol.27, issue.1, pp.131-144, 2016. ,