RETRACTED: Service complaint identification in hotel social media: A two-step classification approach

Meng F Dipietro RB Gerdes J , et al. How hotel responses to negative online reviews affect customers’ perception of hotel image and behavioral intent: an exploratory investigation. Tour Rev Int 2018; 22: 23–39.

Lee CC Hu C. Analyzing hotel customers’ E-complaints from an internet complaint forum. J Travel Tour Market 2005; 17: 167–181.

Tax SS Brown SW Chandrashekaran M. Customer evaluations of service complaint experiences: implications for relationship marketing. J Market 1998; 62: 60–76.

Cvelbar LK Mayr M Vavpotic D. Geographical mapping of visitor flow in tourism: a user-generated content approach. Tour Econ 2018; 24: 701–719.

Gu B Ye Q. First step in social media: measuring the influence of online management responses on customer satisfaction. Prod Oper Manage 2014; 23: 570–582.

Guo Y Sun S Schuckert M , et al. Online feedback and attraction management: an exploration of the critical factors in effective operations. Asia Pacific J Tour Res 2016; 21: 883–904.

Fang Y-H Tang K Li C-Y , et al. On electronic word-of-mouth diffusion in social networks: curiosity and influence. Int J Advert 2018; 37: 360–384.

Sparks BA Browning V. Complaining in cyberspace: the motives and forms of hotel guests’ complaints online. J Hospital Market Manage 2010; 19: 797–818.

Luo X. Consumer negative voice and firm-idiosyncratic stock returns. J Market 2007; 71: 75–88.

Pitsilis GK Ramampiaro H Langseth H. Effective hate-speech detection in Twitter data using recurrent neural networks. Appl Intell 2018; 48: 1–13.

Guerreiro J Moro S. Are Yelp’s tips helpful in building influential consumers? Tour Manage Perspect 2017; 24: 151–154.

Kim I Cho M. The impact of brand relationship and attributions on passenger response to service failure. Asia Pacific J Tour Res 2014; 19: 1441–1462.

Assaf AG Cvelbar LK. Why negative outputs are often ignored: a comprehensive measure of hotel performance. Tourism Econ 2015; 21: 761–773.

Cheng VT Loi MK. Handling negative online customer reviews: the effects of elaboration likelihood model and distributive justice. J Travel Tour Market 2014; 31: 1–15.

Xie KL Zhang Z Zhang Z. The business value of online consumer reviews and management response to hotel performance. Int J Hospital Manage 2014; 43: 1–12.

Adamopoulos P Ghose A Todri V. The impact of user personality traits on word of mouth: text-mining social media platforms. Inform Syst Res 2018; 29: 612–640.

Moro S Rita P Coelho J. Stripping customers’ feedback on hotels through data mining: the case of Las Vegas Strip. Tour Manage Perspect 2017; 23: 41–52.

Bhardwaj P Khosla P. Review of text mining techniques. IITM J Manage IT 2017; 8: 27–31.

Liu X Wang W He D , et al. Semi-supervised community detection based on non-negative matrix factorization with node popularity. Inform Sci 2017; 381: 304–321.

Han D Giraud-Carrier C Li S. Efficient mining of high-speed uncertain data streams. Appl Intell 2015; 43: 773–785.

Grönroos C. A service quality model and its marketing implications. Eur J Market 2013; 18: 36–44.

Bitner MJ Brown SW Meuter ML. Technology infusion in service encounters. J Acad Market Sci 2000; 28: 138

Shin H Ellinger AE Mothersbaugh DL , et al. Employing proactive interaction for service failure prevention to improve customer service experiences. J Serv Theory Pract 2017; 27: 164–186.

Hogreve J Bilstein N Bilstein N. Service recovery on stage: effects of social media recovery on virtually present others. J Serv Res 2019; 22.

James TL Calderon EDV Cook DF. Exploring patient perceptions of healthcare service quality through analysis of unstructured feedback. Expert Syst Appl 2016; 71: 479–492.

Denizci Guillet B Kucukusta D Liu L. An examination of social media marketing in China: how do the top 133 hotel brands perform on the top four Chinese social media sites. J Travel Tour Market 2016; 33: 783–805.

Schuckert M Liu X Law R. Hospitality and tourism online reviews: recent trends and future directions. J Travel Tour Market 2015; 32: 608–621.

Kim AJ Johnson KK. Power of consumers using social media. Comput Hum Behav 2016; 58: 98–108.

Malhotra S Dixit A. An effective approach for news article summarization. Int J Comput Appl 2014; 76: 5–10.

Almeida TA Silva TP Santos I. Text normalization and semantic indexing to enhance Instant Messaging and SMS spam filtering. Knowl-Based Syst 2016; 108: 25–32.

Li N Wu DD. Using text mining and sentiment analysis for online forums hotspot detection and forecast. Decis Support Syst 2010; 48: 354–368.

Abrahams AS Jiao J Wang GA , et al. Vehicle defect discovery from social media. Decis Support Syst 2012; 54: 87–97.

Tussyadiah IP Zach F. Identifying salient attributes of peer-to-peer accommodation experience. J Travel Tour Market 2017; 34: 636–652.

Li N Tung V Law R. A fuzzy comprehensive evaluation algorithm for analyzing electronic word-of-mouth. Asia Pacific J Tour Res 2017; 22: 592–603.

Fung GPC Yu JX Lu H , et al. Text classification without negative examples revisit. IEEE Trans Knowl Data Eng 2005; 18: 6–20.

Zhou D Schölkopf B. Learning from labeled and unlabeled data using random walks. In: International joint conference on neural networks,Anchorage, USA, 14-19 May 2017.

Adeli E Thung K-H An L , et al. Semi-supervised discriminative classification robust to sample-outliers and feature-noises. IEEE Trans Pattern Anal Mach Intell 2019; 41: 515–522.

Ienco D Pensa RG. Positive and unlabeled learning in categorical data. Neurocomputing 2016; 196: 113–124.

Noto K Saier MH Elkan C. Learning to find relevant biological articles without negative training examples. In: Proceedings of AI 2008: advances in artificial intelligence, Australasian joint conference on artificial intelligence, Auckland, New Zealand, 1–5 December 2008.

Zhang T. The value of unlabeled data for classification problems. In: The seventeenth international conference on machine learning, Stanford University, Stanford, CA, USA, 29 June - 2 July, 2000.

Rocchio J. Relevance feedback in information retrieval. Comput Sci 2000; 41: 313–323.

Salton G Buckley C. Term-weighting approaches in automatic text retrieval. Inform Process Manage 1988; 24: 513–523.

Liu Q Zhang HP Yu HK , et al. Chinese lexical analysis using cascaded hidden Markov model. J Comput Res Dev 2004; 41: 1421–1429.

Sarwar B Karypis G Konstan J , et al. Item-based collaborative filtering recommendation algorithms. In: The international conference on world wide web, Hong Kong, 1-5 May, 2000.

Peng H Long F Ding C. Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy. IEEE Trans Pattern Anal Mach Intell 2005; 27: 1226–1238.

Combarro EF Montanes E Diaz I , et al. Introducing a family of linear measures for feature selection in text categorization. IEEE Trans Knowl Data Eng 2005; 17: 1223–1232.

Quinlan JR. Induction of decision trees. Mach Learn 1986; 1: 81–106.

Cortes C Vapnik V. Support-vector networks. Mach Learn 1995; 20: 273–297.

Cover T Hart P. Nearest neighbor pattern classification. IEEE Trans Inform Theory 1967; 13: 21–27.

John GH Langley P. Estimating continuous distributions in Bayesian classifiers. In: Proceedings of the eleventh conference on uncertainty in artificial intelligence, Montreal, QU, 18 - 20 August 1995.

Dumais S Platt J Heckerman D , et al. Inductive learning algorithms and representations for text categorization. In: Seventh International Conference on Information and Knowledge Managemen, Bethesda, Maryland, USA, 02-07 November 1998.

Huang L. Social media as a new play in a marketing channel strategy: evidence from Taiwan travel agencies’ blogs. Asia Pacific J Tour Res 2012; 17: 615–634.