Optimizing Machine Learning-based Sentiment Analysis Accuracy in Bilingual Sentences via Preprocessing Techniques

Mohammed Maree,Mujahed Eleyat,Enas Mesqali

#Machine learning #bilingual sentiment analysis #NLP #sentiment datasets

Optimizing Machine Learning-based Sentiment Analysis Accuracy in Bilingual Sentences via Preprocessing Techniques

Mohammed Maree,Mujahed Eleyat,Enas Mesqali

#Machine learning #bilingual sentiment analysis #NLP #sentiment datasets

A Novel Approach for Sentiment Analysis of Punjabi Text using SVM

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

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

Opinion within Opinion: Segmentation Approach

Department of Computer Science and Engineering, University of Engineering and Technology, Pakistan

#Sentiment analysis # urdu natural language processing # social media mining # urdu discourse analysis

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

Sentiment Analysis with Term Weighting and Word Vectors

Metin Bilgin1 and Haldun Köktaş2

#Word2vec # Doc2vec # sentiment analysis # machine learning # natural language processing

Predicting the Winner of Delhi Assembly Election, 2015 from Sentiment Analysis on Twitter Data-A

BigData Perspective

#Election winner prediction # big data # sentiment analysis # tweet mining # map reduce

The Impact of Natural Language Preprocessing on Big Data Sentiment Analysis

Mariam Khader, Arafat Awajan, and Ghazi Al-Naymat

#Big data # natural language processing # MapReduce framework # Naïve Bayes and sentiment analysis

A Sentiment Analysis System for the Hindi Language by Integrating Gated Recurrent Unit

with Genetic Algorithm

#Sentiment analysis # Hindi language # multilingual # deep learning # gated recurrent unit # genetic algorithm

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

Novel Turkish Sentiment Analysis System using ConvNet

Saed Alqaraleh

#Sentiment analysis # opinion mining # text classification # turkish language # convolutional neural networks # natural language processing

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

Enhanced Long Short-Term Memory (ELSTM) Model for Sentiment Analysis

Dimple Tiwari1 and Bharti Nagpal2 1Ambedkar Institute of Advanced Communication Technologies and Research, Guru Gobind Singh

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An ML-Based Classification Scheme for Analyzing the Social Network Reviews of Yemeni People

Emran Al-Buraihy, Wang Dan*, Rafi Ullah Khan, Mohib Ullah

#Social network # sentiment analysis # Arabic sentiment analysis # MSA # data mining # supervised machine learning

Sentiment Analysis System using Hybrid Word Embeddings with Convolutional Recurrent Neural Network

Fahd Alotaibi,Vishal Gupta

#Analysis of sentiments #convolutional neural networks #part of speech tagging #natural language processing #word2Vec #GloVe #fastText #hybrid embedding #recurrent neural networks

TempTracker: A Service Oriented Temporal Natural Language Processing Based Tool for Document Data Characterization and Social Network Analysis

Onur Can Sert,Sibel Tariyan Özyer,Deniz Bestepe,Tansel Özyer

#Natural language processing #entity recognition #sentiment analysis #social network analysis

Heterogeneous Feature Analysis on Twitter Data Set for Identification of Spam Messages

Valliyammai Chinnaiah,Cinu C Kiliroor

#Spam filter #random forest #heterogeneous feature analysis #online social network