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	Grouping of Aspects into Relevant Category Based on WordNet Definitions
Author	Sheikh Muhammad Saqib, Shakeel Ahmad, Asif Hassan Syed, Tariq Naeem, Fahad Mazaed Alotaibi
Citation	Vol. 19  No. 2  pp. 113-119
Keywords	Machine Translation, Information Retrieval, Sentiment Analysis, Aspect Extraction.

Title	Sentiment Analysis to Evaluate Different Deep Learning Approaches
Author	Sheikh Muhammad Saqib and Tariq Naeem
Citation	Vol. 23  No. 11  pp. 83-92
Keywords	Deep Learning, LSTM, CNN, RNN, GRU, Machine Learning, Supervised and Un-Supervised Learning