Title	Salience Analysis of NEWS Corpus using Heuristic Approach in Urdu Language
Author	S. Abbas Ali, M. Daniyal Noor, Munir Ahmed Javed, M. Mohsin Aslam, Omer Ahmed Khan, Noor us Sahar Zubair
Citation	Vol. 16  No. 4  pp. 28-36
Keywords	Natural Language Processing, Salience Analysis, Opinion Mining, Polarity Computation, Sentiment Analysis, Urdu News Processing,

Title	Aspect Based Sentiment Analysis Framework using Data from Social Media Network
Author	Saad Ahmed, Saman Hina, Eric Atwell, Farrukh Ahmed
Citation	Vol. 17  No. 7  pp. 100-105
Keywords	Social networks, Sentiment analysis, TF-IDF, Data mining, Recommender system.

Title	Unsupervised Learning Method for Sorting Positive and Negative Reviews Using LSI (Latent Semantic Indexing) with Automatic Generated Queries
Author	Sheikh Muhammad Saqib, Fazal Masud Kundi, Shakeel Ahmad
Citation	Vol. 18  No. 1  pp. 56-62
Keywords	Reviews, Sentiment Score, Sentiment Analysis, Pre-Processing, Supervised and Unsupervised Learning, Latent Semantic Indexing

Title	A Comparative Study of Feature Selection Methods for Dialectal Arabic Sentiment Classification Using Support Vector Machine
Author	Omar Al-Harbi
Citation	Vol. 19  No. 1  pp. 167-176
Keywords	Arabic sentiment analysis Dialectal sentiment analysis Opinion mining Feature selection methods Dimensionality.