Using Machine Learning Techniques for Subjectivity Analysis based on Lexical and Non-lexical Features

Hikmat Ullah Khan,Ali Daud

#Machine Learning #classification #opinion mining #lexicon #non-lexical features

Ahmad AlTaani and Salah Abu AlRub

#Part-of-speech tagging # lexical analyzer # morpholog ical analyzer # Arabic language processing

Faculty of Science and Information Technology, Zarq a Private University, Jordan

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Constructing a Lexicon of Arabic-English Named

Faculty of Sciences of Monastir, University of Monastir, Tunisia

#NER # named entity translation # parallel Arabic-English lexicon # DBpedia # linked data entities # parallel corpus # SMT

A Novel Approach for Sentiment Analysis of Punjabi Text using SVM

#Sentiment analysis # subjective lexicon # punjabi language # n-gram modeling # support vector machine

Features Modelling in Discrete and Continuous Hidden Markov Models for Handwritten Arabic

1 Laboratory of Science and Information Technologies and Communication, University of 8 Mai 1945 of

#Recognition of the handwritten arabic words # holistic approach # DHMMs # CHMMs # k-means # wk-means # algorithm of Viterbi # modified EM algorithm

Evaluating Social Context in Arabic Opinion Mining Mohammed Al-Kabi1, Izzat Alsmadi2, Rawan Khasawneh3, and Heider Wahsheh4 1Computer Science Department, Zarqa University, Jordan 2Computer Science Department, University of New Haven, USA 3Computer Information Systems Department, Jordan University of Science and Technology, Jordan 4Computer Science Department, King Khaled University, Saudi Arabia

balanced benchmark corpus. To accomplish this study ten Arabic lexicons were constructed manually, and a new tool called

#Big data # social networks # sentiment analysis # Arabic text classification # and analysis # opinion mining

Classifying Sentiment of Dialectal Arabic Reviews: A Semi-Supervised Approach

Omar Al-Harbi

#Arabic sentiment analysis # Opinion mining # Dialectal sentiment analysis # Dialectal lexicon # Dialectal Arabic processing

A New Approach for A Domain-Independent Turkish Sentiment Seed Lexicon Compilation

Ekin Ekinci and Sevinç Omurca

#Sentiment lexicon # beam search # pattern generation # turkish language # unsupervised framework

Tunisian Arabic Chat Alphabet Transliteration Using Probabilistic Finite State Transducers

Nadia Karmani, Hsan Soussou, and Adel Alimi

#Tunisian arabic chat alphabet # tunisian arabic # transliteration # aebWordNet # tunisian arabic morphological analyzer # weighted finite state transducer

A Concept-based Sentiment Analysis Approach for Arabic

Ahmed Nasser1 and Hayri Sever2 1Control and Systems Engineering Department, University of Technology, Iraq 2Department of Computer Engineering, Çankaya University, Etimesgut

#Arabic Sentiment Analysis # Concept-based Sentiment Analysis # Machine Learning and Ensemble Learning

Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis

Hala Mulki1, Hatem Haddad2, Mourad Gridach3, and Ismail Babaoğlu1 1Computer Engineering Department, Konya Technical University, Turkey 2Computer Science Department, University of Manouba, Tunisia 3Computational Bioscience Departments, University of Colorado Boulder, USA

#Named entity recognition # Arabic sentiment analysis # supervised learning method # lexicon-based method

GovdeTurk: A Novel Turkish Natural Language Processing Tool for Stemming, Morphological Labelling and Verb Negation

Sait Yucebas,Rabia Tintin

#Natural language processing #stemming #morphological analysis #Turkish language

New Language Models for Spelling Correction

Saida Laaroussi, Si Lhoussain Aouragh, Abdellah Yousfi, Mohamed Nejja, Hicham Geddah, Said Ouatik El Alaoui

#Spelling correction # contextual correction # n-gram language models # edit distance # NLP

Arabic Handwritten Words Recognition Based on a Planar Hidden Markov Model

#Off-line Arabic handwriting recognition #planar hidden Markov models #segmentation #multiple sources of information