Title	Personality Evaluation of Student Community using Sentiment Analysis
Author	Ameen Khowaja, Mumtaz Hussain Mahar, Haque Nawaz, Shaukat Wasi, Shafiq-ur-Rehman
Citation	Vol. 19  No. 3  pp. 167-180
Keywords	Sentiment Analysis, personality Evaluation, personality identification, Text Classification.

Title	The Readiness of Countries for E-Learning with Special Focusing on the Sudanese Experience
Author	Dr. Fatima Rayan Awad, Dr. Thowiba Elawad Ahmed, Dr. Mohamed Sidahmed M siddik
Citation	Vol. 19  No. 3  pp. 181-184
Keywords	E-learning - readiness- Sudan - education ? internet technology.

Title	Asset Allocation Using Markov Decision Process
Author	Tahseen Jilani, Faheem Zaidi, Syed Khalid Jamal, Arfa Maqsood, Suboohi Safdar
Citation	Vol. 19  No. 3  pp. 185-189
Keywords	Karachi Stock Exchange 100 Index, Markov Decision Process, Wealth fraction.

Title	Nature-Inspired Metaheuristic Multi-Optimal Global Resource Identification Mechanism for On-Demand Mobile Users
Author	Yakubu Suleiman Baguda and Hani Meateg Al-Jahdali
Citation	Vol. 19  No. 3  pp. 190-199
Keywords	Nature-inspired optimization, Firefly algorithm, global optimal, mobile user, resource fitness, proximity