- Abu Hammad, Ahmad Sj An Approach for Detecting Spam in Arabic Opinion Reviews. Doctoral Dissertation. 2013 Islamic University of Gaza: Gaza, Palestine
Paper not yet in RePEc: Add citation now
- Ahmed, Hadeer ; Traore, Issa ; Saad, Sherif Detecting opinion spams and fake news using text classification. 2018 Security and Privacy. 1 1-
Paper not yet in RePEc: Add citation now
Akerlof, George A. The market for “lemons”: quality uncertainty and the market mechanism. 1970 Q. J. Econ.. 84 488-500
- Al Najada, Hamzah ; Zhu, Xingquan iSRD: spam review detection with imbalanced data distributions. 2014 En : Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014). IEEE:
Paper not yet in RePEc: Add citation now
- Algur, Siddu P. ; Patil, Amit P. ; Hiremath, P.S. ; Shivashankar, S. Conceptual level similarity measure based review spam detection. 2010 En : 2010 International Conference on Signal and Image Processing. IEEE:
Paper not yet in RePEc: Add citation now
- Alonso, Omar Practical lessons for gathering quality labels at scale. 2015 En : Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’15). ACM: New York, NY, USA
Paper not yet in RePEc: Add citation now
- Bell, Jason . 2014 En : Machine Learning: Hands-On for Developers and Technical Professionals. John Wiley & Sons: Hoboken, New Jersey
Paper not yet in RePEc: Add citation now
- Bradley, Andrew P. The use of the area under the ROC curve in the evaluation of machine learning algorithms. 1997 Pattern Recogn.. 30 1145-1159
Paper not yet in RePEc: Add citation now
- Budzianowski, Pawel ; Vulić, Ivan Hello, it's GPT-2–how can I help you? towards the use of pretrained language models for task-oriented dialogue systems. 2019 arXiv. -
Paper not yet in RePEc: Add citation now
- Cambria, E. ; Schuller, B. ; Xia, Y. ; Havasi, C. New avenues in opinion mining and sentiment analysis. 2013 IEEE Intell. Syst.. 28 15-21
Paper not yet in RePEc: Add citation now
- Cardoso, Emerson F. ; Silva, Renato M. ; Almeida, Tiago A. Towards automatic filtering of fake reviews. 2018 Neurocomputing. 309 106-116
Paper not yet in RePEc: Add citation now
- Clarkson, Philip R. ; Robinson, Anthony J. Language model adaptation using mixtures and an exponentially decaying cache. 1997 En : 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing. IEEE:
Paper not yet in RePEc: Add citation now
Costa, Ana ; Guerreiro, João ; Moro, Sérgio ; Henriques, Roberto Unfolding the characteristics of incentivized online reviews. 2019 J. Retailing Consum. Serv.. 47 272-281
- Crawford, Michael ; Khoshgoftaar, Taghi M. ; Prusa, Joseph D. ; Richter, Aaron N. ; Al Najada, Hamzah Survey of review spam detection using machine learning techniques. 2015 Journal of Big Data. 2 23-
Paper not yet in RePEc: Add citation now
- DePaulo, Bella M. ; Kashy, Deborah A. ; Kirkendol, Susan E. ; Wyer, Melissa M. ; Epstein, Jennifer A. Lying in everyday life. 1996 J. Pers. Soc. Psychol.. 70 979-
Paper not yet in RePEc: Add citation now
- Devlin, Jacob ; Chang, Ming-Wei ; Lee, Kenton ; Toutanova, Kristina Bert: pre-training of deep bidirectional transformers for language understanding. 2018 :
Paper not yet in RePEc: Add citation now
Duarte, Paulo ; e Silva, Susana Costa ; Ferreira, Margarida Bernardo How convenient is it? Delivering online shopping convenience to enhance customer satisfaction and encourage e-WOM. 2018 J. Retailing Consum. Serv.. 44 161-169
- Dwivedi, Yogesh K. ; Ismagilova, Elvira ; Laurie Hughes, D. ; Carlson, Jamie ; Filieri, Raffaele ; Jacobson, Jenna ; Jain, Varsha ; Karjaluoto, Heikki ; Kefi, Hajer ; Krishen, Anjala S. ; Kumar, Vikram ; Rahman, Mohammad M. ; Raman, Ramakrishnan ; Rauschnabel, Philipp A. ; Rowley, Jennifer ; Salo, Jari ; Tran, Gina A. ; Wang, Yichuan Setting the future of digital and social media marketing research: perspectives and research propositions. 2020 Int. J. Inf. Manag.. 102168-
Paper not yet in RePEc: Add citation now
Endo, Seiji ; Yang, Jun ; Park, JungKun The investigation on dimensions of e-satisfaction for online shoes retailing. 2012 J. Retailing Consum. Serv.. 19 398-405
- Ferri, César ; Flach, Peter ; Hernández-Orallo, José Learning decision trees using the area under the ROC curve. 2002 ICML. 139-146
Paper not yet in RePEc: Add citation now
Filieri, Raffaele What makes an online consumer review trustworthy?. 2016 Ann. Tourism Res.. 58 46-64
- Floridi, Luciano Artificial intelligence, deepfakes and a future of ectypes. 2018 Philosophy & Technology. 31 317-321
Paper not yet in RePEc: Add citation now
- Floridi, Luciano ; Chiriatti, Massimo GPT-3: its nature, scope, limits, and consequences. 2020 Minds Mach.. 1-14
Paper not yet in RePEc: Add citation now
- Fontanarava, Julien ; Gabriella, Pasi ; Viviani, Marco Feature analysis for fake review detection through supervised classification. 2017 En : 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA). IEEE:
Paper not yet in RePEc: Add citation now
- François, Thomas ; Miltsakaki, Eleni Do NLP and machine learning improve traditional readability formulas?. 2012 Proceedings of the First Workshop on Predicting and Improving Text Readability for target reader populations. 49-57
Paper not yet in RePEc: Add citation now
- Gobi, N. ; Rathinavelu, A. Analyzing cloud based reviews for product ranking using feature based clustering algorithm. 2019 Cluster Comput.. 22 6977-6984
Paper not yet in RePEc: Add citation now
- Goodfellow, Ian J. ; Pouget-Abadie, Jean ; Mirza, Mehdi ; Xu, Bing ; Warde-Farley, David ; Ozair, Sherjil ; Courville, Aaron ; Bengio, Yoshua Generative Adversarial Networks. 2014 :
Paper not yet in RePEc: Add citation now
- Hajek, Petr ; Henriques, Roberto Mining corporate annual reports for intelligent detection of financial statement fraud – a comparative study of machine learning methods. 2017 Knowl. Base Syst.. 128 139-152
Paper not yet in RePEc: Add citation now
- Harris, Christopher G. Comparing human computation, machine, and hybrid methods for detecting hotel review spam. 2019 En : Digital Transformation for a Sustainable Society in the 21st Century (Lecture Notes in Computer Science). Springer International Publishing: Cham
Paper not yet in RePEc: Add citation now
He, Sherry ; Hollenbeck, Brett ; Proserpio, Davide The Market for Fake Reviews. 2021 Social Science Research Network: Rochester, NY
- Howard, Jeremy ; Ruder, Sebastian Universal Language Model Fine-Tuning for Text Classification. 2018 :
Paper not yet in RePEc: Add citation now
Ismagilova, Elvira ; Emma Slade, ; Rana, Nripendra P. ; Dwivedi, Yogesh K. The effect of characteristics of source credibility on consumer behaviour: a meta-analysis. 2020 J. Retailing Consum. Serv.. 53 101736-
- Jacob, Weisberg ; Te’eni, Dov ; Arman, Limor Past Purchase and Intention to Purchase in E-Commerce: the Mediation of Social Presence and Trust. 2011 Internet research:
Paper not yet in RePEc: Add citation now
- Jan, Kietzmann ; Lee, Linda W. ; McCarthy, Ian P. ; Kietzmann, Tim C. Deepfakes: trick or treat?. 2020 Bus. Horiz.. 63 135-146
Paper not yet in RePEc: Add citation now
- Jindal, Nitin ; Liu, Bing Opinion spam and analysis. 2008 En : Proceedings of the 2008 International Conference on Web Search and Data Mining. :
Paper not yet in RePEc: Add citation now
- Kaabachi, Souheila ; Ben Mrad, Selima ; Petrescu, Maria Consumer initial trust toward internet-only banks in France. 2017 Int. J. Bank Market.. 35 903-924
Paper not yet in RePEc: Add citation now
- Kahneman, Daniel ; Amos, Tversky On the psychology of prediction. 1973 Psychol. Rev.. 80 237-
Paper not yet in RePEc: Add citation now
- Kahneman, Daniel ; Amos, Tversky Subjective probability: a judgment of representativeness. 1972 Cognit. Psychol.. 3 430-454
Paper not yet in RePEc: Add citation now
Kaushik, Kapil ; Mishra, Rajhans ; Rana, Nripendra P. ; Dwivedi, Yogesh K. Exploring reviews and review sequences on e-commerce platform: a study of helpful reviews on Amazon. 2018 J. Retailing Consum. Serv.. 45 21-32
- Kirkpatrick, Keith Battling algorithmic bias: how do we ensure algorithms treat us fairly?. 2016 Commun. ACM. 59 16-17
Paper not yet in RePEc: Add citation now
- Lee, Kyungyup Daniel ; Han, Kyungah ; Myaeng, Sung-Hyon Capturing word choice patterns with LDA for fake review detection in sentiment analysis. 2016 En : . Association for Computing Machinery: New York, NY, USA
Paper not yet in RePEc: Add citation now
- Li, Haidong ; Li, Jiongcheng ; Guan, Xiaoming ; Liang, Binghao ; Lai, Yuting ; Luo, Xinglong Research on overfitting of deep learning. 2019 En : 2019 15th International Conference on Computational Intelligence and Security (CIS). IEEE:
Paper not yet in RePEc: Add citation now
- Liang, Yuding ; Zhu, Kenny Automatic generation of text descriptive comments for code blocks. 2018 En : Proceedings of the AAAI Conference on Artificial Intelligence. :
Paper not yet in RePEc: Add citation now
- Liu, Yinhan ; Ott, Myle ; Goyal, Naman ; Du, Jingfei ; Joshi, Mandar ; Chen, Danqi ; Levy, Omer ; Lewis, Mike ; Zettlemoyer, Luke ; Veselin Stoyanov, RoBERTa: A Robustly Optimized BERT Pretraining Approach. 2019 :
Paper not yet in RePEc: Add citation now
- Luca, Michael Reviews, reputation, and revenue: the case of Yelp.Com. 2011 SSRN Journal. -
Paper not yet in RePEc: Add citation now
- Makkonen, Hannu ; Olkkonen, Rami Interactive value formation in interorganizational relationships: dynamic interchange between value co-creation, no-creation, and co-destruction. 2017 Market. Theor.. 17 517-535
Paper not yet in RePEc: Add citation now
- Marbach, Daniel ; Costello, James C. ; Küffner, Robert ; Vega, Nicole M. ; Prill, Robert J. ; Camacho, Diogo M. ; Allison, Kyle R. ; Kellis, Manolis ; Collins, James J. ; Stolovitzky, Gustavo Wisdom of crowds for robust gene network inference. 2012 Nat. Methods. 9 796-804
Paper not yet in RePEc: Add citation now
- Mattson, Christopher ; Bushardt, Reamer L. ; Artino, Anthony R. When a Measure Becomes a Target, it Ceases to Be a Good Measure. 2021 :
Paper not yet in RePEc: Add citation now
- McHugh, Mary L. Interrater reliability: the kappa statistic. 2012 Biochem. Med.. 22 276-282
Paper not yet in RePEc: Add citation now
- Mihalcea, Rada ; Strapparava, Carlo The lie detector: explorations in the automatic recognition of deceptive language. 2009 En : Proceedings of the ACL-IJCNLP 2009 Conference Short Papers. :
Paper not yet in RePEc: Add citation now
- Mukherjee, Arjun ; Venkataraman, Vivek ; Liu, Bing ; Glance, Natalie What yelp fake review filter might be doing?. 2013 En : Proceedings of the International AAAI Conference on Web and Social Media. :
Paper not yet in RePEc: Add citation now
Munzel, Andreas Assisting consumers in detecting fake reviews: the role of identity information disclosure and consensus. 2016 J. Retailing Consum. Serv.. 32 96-108
Munzel, Andreas ; Kunz, Werner H. Creators, multipliers, and lurkers: who contributes and who benefits at online review sites. 2014 Journal of Service Management. -
Mustak, Mekhail ; Salminen, Joni ; Loïc, Plé ; Wirtz, Jochen Artificial intelligence in marketing: topic modeling, scientometric analysis, and research agenda. 2021 J. Bus. Res.. 124 389-404
- Ni, Jianmo ; Li, Jiacheng ; McAuley, Julian Justifying recommendations using distantly-labeled reviews and fine-grained aspects. 2019 En : Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). :
Paper not yet in RePEc: Add citation now
- Oravec, Jo Ann Artificial intelligence, automation, and social welfare: some ethical and historical perspectives on technological overstatement and hyperbole. 2019 Ethics Soc. Welfare. 13 18-32
Paper not yet in RePEc: Add citation now
- Ott, Myle ; Choi, Yejin ; Cardie, Claire ; Jeffrey, T. ; Hancock, Finding deceptive opinion spam by any stretch of the imagination. 2011 :
Paper not yet in RePEc: Add citation now
- Papadopoulou, Panagiota ; Andreou, Andreas ; Kanellis, Panagiotis ; Martakos, Drakoulis Trust and Relationship Building in Electronic Commerce. 2001 Internet research:
Paper not yet in RePEc: Add citation now
Petrescu, Maria ; O'Leary, Kathleen ; Goldring, Deborah ; Ben Mrad, Selima Incentivized reviews: promising the moon for a few stars. 2018 J. Retailing Consum. Serv.. 41 288-295
Plotkina, Daria ; Munzel, Andreas ; Pallud, Jessie Illusions of truth—experimental insights into human and algorithmic detections of fake online reviews. 2020 J. Bus. Res.. 109 511-523
- Radford, Alec ; Wu, Jeffrey ; Child, Rewon ; Luan, David ; Amodei, Dario ; Sutskever, Ilya Language models are unsupervised multitask learners. 2019 OpenAI blog. 1 9-
Paper not yet in RePEc: Add citation now
- Raffel, Colin ; Shazeer, Noam ; Roberts, Adam ; Lee, Katherine ; Narang, Sharan ; Matena, Michael ; Zhou, Yanqi ; Li, Wei ; Liu, Peter J. Exploring the Limits of Transfer Learning with a Unified Text-To-Text Transformer. 2019 :
Paper not yet in RePEc: Add citation now
- Rantanen, Anette ; Salminen, Joni ; Ginter, Filip ; Bernard, J. ; Jansen, Classifying online corporate reputation with machine learning: a study in the banking domain. 2019 Internet Res.. 30 -
Paper not yet in RePEc: Add citation now
- Richard Landis, J. ; Koch, Gary G. The measurement of observer agreement for categorical data. 1977 Biometrics. 33 159-
Paper not yet in RePEc: Add citation now
- Salminen, Joni ; Almerekhi, Hind ; Milenković, Milica ; Jung, Soon-gyo ; An, Jisun ; Kwak, Haewoon ; Bernard, J. ; Jansen, Anatomy of online hate: developing a taxonomy and machine learning models for identifying and classifying hate in online news media. 2018 En : Proceedings of the International AAAI Conference on Web and Social Media (ICWSM 2018), San Francisco, California, USA. :
Paper not yet in RePEc: Add citation now
Salminen, Joni ; Yoganathan, Vignesh ; Juan Corporan, ; Jansen, Bernard J. ; Jung, Soon-Gyo Machine learning approach to auto-tagging online content for content marketing efficiency: a comparative analysis between methods and content type. 2019 J. Bus. Res.. 101 203-217
- Salo, Jari ; Mäntymäki, Matti ; Islam, AKM Najmul The dark side of social media–and Fifty Shades of Grey introduction to the special issue: the dark side of social media. 2018 Internet Res.. 28 5-
Paper not yet in RePEc: Add citation now
Sandra Mc Loureiro, Luisa Cavallero ; Javier Miranda, Francisco Fashion brands on retail websites: customer performance expectancy and e-word-of-mouth. 2018 J. Retailing Consum. Serv.. 41 131-141
- Sandulescu, Vlad ; Ester, Martin Detecting singleton review spammers using semantic similarity. 2015 En : Proceedings of the 24th International Conference on World Wide Web. :
Paper not yet in RePEc: Add citation now
- Schisterman, Enrique F. ; Perkins, Neil J. ; Liu, Aiyi ; Howard, Bondell Optimal cut-point and its corresponding youden index to discriminate individuals using pooled blood samples. 2005 Epidemiology. 16 73-81
Paper not yet in RePEc: Add citation now
- Shivagangadhar, Kolli ; Sagar, H. ; Sathyan, Sohan ; Vanipriya, C.H. Fraud detection in online reviews using machine learning techniques. 2015 Int. J. Comput. Eng. Res.. 5 52-56
Paper not yet in RePEc: Add citation now
- Smith, A. ; Anderson, M. Online Shopping and E-Commerce, Online Reviews. Pew Research Center. 2016 :
Paper not yet in RePEc: Add citation now
- Su’a, Tavita ; Licorish, Sherlock A. ; Roy Savarimuthu, Bastin Tony ; Langlotz, Tobias Quick review: a novel data-driven mobile user interface for reporting problematic app features. 2017 En : Proceedings of the 22nd International Conference on Intelligent User Interfaces. :
Paper not yet in RePEc: Add citation now
- Sun, Huan ; Morales, Alex ; Yan, Xifeng Synthetic review spamming and defense. 2013 En : . :
Paper not yet in RePEc: Add citation now
- Tolosana, Ruben ; Vera-Rodriguez, Ruben ; Fierrez, Julian ; Morales, Aythami ; Ortega-Garcia, Javier Deepfakes and beyond: a survey of face manipulation and fake detection. 2020 Inf. Fusion. 64 131-148
Paper not yet in RePEc: Add citation now
Tran, Gina A. ; Strutton, David Comparing email and SNS users: investigating e-service scape, customer reviews, trust, loyalty and E-WOM. 2020 J. Retailing Consum. Serv.. 53 101782-
- Viviani, Marco ; Pasi, Gabriella Credibility in social media: opinions, news, and health information—a survey. 2017 Wiley interdisciplinary reviews: Data Min. Knowl. Discov.. 7 5-
Paper not yet in RePEc: Add citation now
- Wang, Sida ; Manning, Christopher D. Baselines and bigrams: simple, good sentiment and topic classification. 2012 En : Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers-Volume 2. Association for Computational Linguistics:
Paper not yet in RePEc: Add citation now
- Wolf, Thomas ; Debut, Lysandre ; Sanh, Victor ; Chaumond, Julien ; Clement, Delangue ; Anthony, Moi ; Cistac, Pierric ; Tim Rault, ; Louf, Rémi ; Morgan, Funtowicz HuggingFace's Transformers: State-Of-The-Art Natural Language Processing. 2019 :
Paper not yet in RePEc: Add citation now
- Wu, Xian ; Dong, Yuxiao ; Tao, Jun ; Huang, Chao ; Nitesh, V. ; Chawla, Reliable fake review detection via modeling temporal and behavioral patterns. 2017 En : 2017 IEEE International Conference on Big Data. Big Data):
Paper not yet in RePEc: Add citation now
- Yang, Yanwu ; Feng, Baozhu ; Salminen, Joni ; Bernard, J. ; Jansen, Optimal advertising for a generalized Vidale–Wolfe response model. 2021 Electron. Commer. Res.. -
Paper not yet in RePEc: Add citation now
- Yoo, Kyung-Hyan ; Gretzel, Ulrike Comparison of deceptive and truthful travel reviews. 2009 En : Information and Communication Technologies in Tourism 2009. Springer:
Paper not yet in RePEc: Add citation now
- Youden, W.J. Index for rating diagnostic tests. 1950 Cancer. 3 32-35
Paper not yet in RePEc: Add citation now
- Zou, Quan ; Xie, Sifa ; Lin, Ziyu ; Wu, Meihong ; Ju, Ying Finding the best classification threshold in imbalanced classification. 2016 Big Data Research. 5 2-8
Paper not yet in RePEc: Add citation now