Concepedia

Combining Lexical Features and a Supervised Learning Approach for Arabic Sentiment Analysis

Samhaa R. El-Beltagy, Talaat Khalil, Amal Halaby, Muhammad Hammad

Lecture notes in computer science · 2018 · 20 citations · 17 references

Open access

Concepts

ComputingArabicComputer ScienceFeature EngineeringMachine LearningNatural Language ProcessingOpinion MiningSentiment AnalysisSocial MediaText Feature EngineeringLexical FeaturesLexicon-based Sentiment AnalysisSentiment FeaturesSentiment Lexicon ConstructionSocial Media PlatformsSocial Media SentimentText Mining FeaturesTextual Sentiment Analysis

References

17

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

A comparison of event models for naive bayes text classification

Andrew McCallum, Kamal Nigam · 1998 · 3.2K citations

Computing, Computer Science, Computational Linguistics +16

Ingo Mierswa, Michael Wurst, Ralf Klinkenberg et al. · 2006 · 1K citations

Computing, Computer Science, Algorithms +6

Tackling the poor assumptions of naive bayes text classifiers

Jason D. M. Rennie, Lawrence Shih, Jaime Teevan et al. · 2003 · 952 citations

Computing, Computer Science, Computational Linguistics +13

Sentiment Analysis of Short Informal Texts

Svetlana Kiritchenko, Xiaodan Zhu, Seyed Mohammad · Journal of Artificial Intelligence Research · 2014 · 890 citations · Full text

Computing, Computer Science, Computational Linguistics +15