Deflated reputation using multiplicative long short-term memory neural networks

[1]  Sanja Fidler,et al.  Skip-Thought Vectors , 2015, NIPS.

[2]  P. Resnick,et al.  The value of reputation on eBay: A controlled experiment , 2006 .

[3]  Anindya Ghose,et al.  Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets , 2008, Inf. Syst. Res..

[4]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[5]  Peter D. Turney Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews , 2002, ACL.

[6]  Lillian Lee,et al.  Opinion Mining and Sentiment Analysis , 2008, Found. Trends Inf. Retr..

[7]  D. McFadden Conditional logit analysis of qualitative choice behavior , 1972 .

[8]  Claire Cardie,et al.  Identifying Sources of Opinions with Conditional Random Fields and Extraction Patterns , 2005, HLT.

[9]  Nan Hu,et al.  Ratings lead you to the product, reviews help you clinch it? The mediating role of online review sentiments on product sales , 2014, Decis. Support Syst..

[10]  Marc'Aurelio Ranzato,et al.  Building high-level features using large scale unsupervised learning , 2011, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

[11]  Geoffrey E. Hinton,et al.  Reducing the Dimensionality of Data with Neural Networks , 2006, Science.

[12]  Zheng Lin,et al.  Make It Possible: Multilingual Sentiment Analysis without Much Prior Knowledge , 2014, 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT).

[13]  Maite Taboada,et al.  Lexicon-Based Methods for Sentiment Analysis , 2011, CL.

[14]  Erik Cambria,et al.  SenticNet: A Publicly Available Semantic Resource for Opinion Mining , 2010, AAAI Fall Symposium: Commonsense Knowledge.

[15]  Chen Li,et al.  Sentiment analysis through recurrent variants latterly on convolutional neural network of Twitter , 2019, Future Gener. Comput. Syst..

[16]  Xiao Ma,et al.  Modeling multi-aspects within one opinionated sentence simultaneously for aspect-level sentiment analysis , 2019, Future Gener. Comput. Syst..

[17]  Yoshua Bengio,et al.  Learning long-term dependencies with gradient descent is difficult , 1994, IEEE Trans. Neural Networks.

[18]  Jason Weston,et al.  Natural Language Processing (Almost) from Scratch , 2011, J. Mach. Learn. Res..

[19]  Amanda Pallais Ineffiient Hiring in Entry-Level Labor Markets , 2012 .

[20]  Claudia Diamantini,et al.  Social information discovery enhanced by sentiment analysis techniques , 2018, Future Gener. Comput. Syst..

[21]  Andrea Esuli,et al.  SENTIWORDNET: A Publicly Available Lexical Resource for Opinion Mining , 2006, LREC.

[22]  Jürgen Schmidhuber,et al.  Recurrent Highway Networks , 2016, ICML.

[23]  Brian Kingsbury,et al.  Very deep multilingual convolutional neural networks for LVCSR , 2015, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[24]  Bo Pang,et al.  Thumbs up? Sentiment Classification using Machine Learning Techniques , 2002, EMNLP.

[25]  L. Javier García-Villalba,et al.  Anonymous Real-Time Analytics Monitoring Solution for Decision Making Supported by Sentiment Analysis , 2020, Sensors.

[26]  Rong Jin,et al.  Understanding bag-of-words model: a statistical framework , 2010, Int. J. Mach. Learn. Cybern..

[27]  Yoshua Bengio,et al.  A Neural Probabilistic Language Model , 2003, J. Mach. Learn. Res..

[28]  Chrysanthos Dellarocas,et al.  The Digitization of Word-of-Mouth: Promise and Challenges of Online Feedback Mechanisms , 2003, Manag. Sci..

[29]  Tim Salimans,et al.  Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks , 2016, NIPS.

[30]  P. Kollock The Production of Trust in Online Markets , 1999 .

[31]  Bin Gu,et al.  Do online reviews matter? - An empirical investigation of panel data , 2008, Decis. Support Syst..

[32]  Gary E. Bolton,et al.  Engineering Trust - Reciprocity in the Production of Reputation Information , 2009, Manag. Sci..

[33]  José Manuel Perea Ortega,et al.  Semantic orientation for polarity classification in Spanish reviews , 2013, Expert Syst. Appl..

[34]  Panagiotis G. Ipeirotis,et al.  Estimating the Helpfulness and Economic Impact of Product Reviews: Mining Text and Reviewer Characteristics , 2010, IEEE Transactions on Knowledge and Data Engineering.

[35]  Chrysanthos Dellarocas,et al.  Cooperation Without Enforcement? A Comparative Analysis of Litigation and Online Reputation as Quality Assurance Mechanisms , 2003, ICIS.

[36]  Jürgen Schmidhuber,et al.  LSTM can Solve Hard Long Time Lag Problems , 1996, NIPS.

[37]  Claire Cardie,et al.  Annotating Expressions of Opinions and Emotions in Language , 2005, Lang. Resour. Evaluation.

[38]  Audun Jøsang,et al.  A survey of trust and reputation systems for online service provision , 2007, Decis. Support Syst..