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Information Sciences, ISSN 0020-0255, 08/2015, Volume 311, pp. 18 - 38
Sentiment Analysis (SA), also called Opinion Mining, is currently one of the most studied research fields. It aims to analyze people’s sentiments, opinions,... 
Sentiment analysis | Web services | Sentiment classification | Rating prediction | SUBJECTIVITY | SYSTEM | EMOTION | COMPUTER SCIENCE, INFORMATION SYSTEMS | TIME | MODEL | FEATURES | POLARITY CLASSIFICATION | NEWS | MACHINE | TWITTER | Comparative analysis | Classification | Collection | Texts | Software | Data mining | Emotions | Computer programs
Journal Article
Ain Shams Engineering Journal, ISSN 2090-4479, 12/2014, Volume 5, Issue 4, pp. 1093 - 1113
Sentiment Analysis (SA) is an ongoing field of research in text mining field. SA is the computational treatment of opinions, sentiments and subjectivity of... 
Sentiment analysis | Feature selection | Emotion detection | Transfer learning | Building resources | Sentiment classification
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 03/2016, Volume 28, Issue 3, pp. 813 - 830
Journal Article
Information Processing and Management, ISSN 0306-4573, 01/2016, Volume 52, Issue 1, pp. 5 - 19
•We propose a semantic sentiment representation of words called SentiCircle.•SentiCircle captures the contextual semantic of words from their... 
Contextual semantics | Sentiment analysis | Twitter | ORIENTATION | INFORMATION SCIENCE & LIBRARY SCIENCE | COMPUTER SCIENCE, INFORMATION SYSTEMS | STRENGTH DETECTION | Semantics | Studies | Data sets | Social networks | Polarity | Data mining
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 08/2013, Volume 40, Issue 10, pp. 4065 - 4074
► Character limit renders text-based sentiment analysis of tweets inefficient. ► We propose a novel architecture towards a more efficient sentiment analysis. ►... 
Micro-blogging | Sentiment analysis | Twitter | Ontology | Tweet | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | SEMANTIC WEB | LEXICON | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Architecture | Analysis
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 03/2017, Volume 69, pp. 214 - 224
•A flexible, generic methodology for the sentiment prediction of written documents.•The methodology can be easily customized for any language.•Hybrid approach... 
Hybrid vectorization | Text analysis | Multilingual sentiment analysis | Online user reviews | Vector representation | Machine learning | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Mineral industry | Employee motivation | Mining industry | Analysis
Journal Article
Decision Support Systems, ISSN 0167-9236, 12/2014, Volume 68, pp. 26 - 38
The huge amount of textual data on the Web has grown in the last few years rapidly creating unique contents of massive dimension. In a decision making context,... 
Ensemble learning | Sentiment analysis | Polarity classification | COMPUTER SCIENCE, INFORMATION SYSTEMS | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Learning | Uncertainty | Tasks | Classification | Texts | Polarity | Mathematical models | Bayesian analysis
Journal Article
Decision Support Systems, ISSN 0167-9236, 10/2014, Volume 66, pp. 170 - 179
Twitter is a microblogging site in which users can post updates (tweets) to friends (followers). It has become an immense dataset of the so-called sentiments.... 
Sentiment analysis | Twitter | Classifier ensembles | COMPUTER SCIENCE, INFORMATION SYSTEMS | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Decision support systems | Classifiers | Forests | Classification | Regression | Data mining | Monitoring | Logistics
Journal Article
Journal of Informetrics, ISSN 1751-1577, 2009, Volume 3, Issue 2, pp. 143 - 157
Sentiment analysis is an important current research area. This paper combines rule-based classification, supervised learning and machine learning into a new... 
Sentiment analysis | Hybrid classification | Unsupervised learning | Machine learning | WEB | INFORMATION SCIENCE & LIBRARY SCIENCE
Journal Article
Journal of Travel Research, ISSN 0047-2875, 2/2019, Volume 58, Issue 2, pp. 175 - 191
Advances in technology have fundamentally changed how information is produced and consumed by all actors involved in tourism. Tourists can now access different... 
Big Data | machine learning | sentiment analysis | social media | lexicon | TRAVEL | DESTINATIONS | ANALYTICS | CLASSIFICATION | HOSPITALITY, LEISURE, SPORT & TOURISM | ONLINE REVIEWS
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 02/2016, Volume 28, Issue 2, pp. 496 - 509
Journal Article
Image and Vision Computing, ISSN 0262-8856, 09/2017, Volume 65, pp. 3 - 14
Sentiment analysis aims to automatically uncover the underlying attitude that we hold towards an entity. The aggregation of these sentiment over a population... 
Sentiment analysis | Computer vision | Affective computing | Human behavior analysis | Affect | Sentiment | NORMS | AUDIO | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | COMPUTER SCIENCE, SOFTWARE ENGINEERING | EMOTIONS | COMPUTER SCIENCE, THEORY & METHODS | OPTICS
Journal Article
Journal of Accounting Research, ISSN 0021-8456, 09/2016, Volume 54, Issue 4, pp. 1187 - 1230
ABSTRACT Relative to quantitative methods traditionally used in accounting and finance, textual analysis is substantially less precise. Thus, understanding the... 
Naïve Bayes | G30 | sentiment analysis | bag of words | Zipf's law | M40 | G14 | M41 | cosine similarity | G18 | readability | textual analysis | word lists | D83 | D82 | INFORMATION-CONTENT | CONFERENCE CALLS | SENTIMENT | ANNUAL-REPORT READABILITY | MEDIA SLANT | BUSINESS, FINANCE | CURRENT EARNINGS | Naive Bayes | DISCLOSURE | TONE | PRESS RELEASES | VOLATILITY | Surveys | Accounting | Studies | Finance
Journal Article