5th International Symposium on Data Mining Applications

Front Matter ....Pages I-XVI
Front Matter ....Pages 1-1
 Use of Machine Learning for Rate Adaptation in MPEG-DASH for Quality of Experience Improvement  (Ibrahim Rizqallah Alzahrani, Naeem Ramzan, Stamos Katsigiannis, Abbes Amira)....Pages 3-11
 Analysis of Traffic Accident in Riyadh Using Clustering Algorithms  (Alaa Almjewail, Aljoharah Almjewail, Suha Alsenaydi, Haifa ALSudairy, Isra Al-Turaiki)....Pages 12-25
 Support of Existing Chatbot Development Framework for Arabic Language: A Brief Survey  (Eman Saad AL-Hagbani, Mohammad Badruddin Khan)....Pages 26-35
 The Generative Power of Arabic Morphology and Implications: A Case for Pattern Orientation in Arabic Corpus Annotation and a Proposed Pattern Ontology  (Mohammed A. El-Affendi)....Pages 36-45
 A Benchmark Collection for Mapping Program Educational Objectives to ABET Student Outcomes: Accreditation  (Addin Osman, Anwar Ali Yahya, Mohammed Basit Kamal)....Pages 46-60
Front Matter ....Pages 61-61
 Bug Reports Evolution in Open Source Systems  (Wajdi Aljedaani, Yasir Javed)....Pages 63-73
 Analysis of Call Detail Records for Understanding Users Behavior and Anomaly Detection Using Neo4j  (Emsaieb Geepalla, Nasser Abuhamoud, Abdulla Abouda)....Pages 74-83
 Empirical Analysis of Static Code Metrics for Predicting Risk Scores in Android Applications  (Mamdouh Alenezi, Iman Almomani)....Pages 84-94
 Toward Stream Analysis of Software Debugging Data  (Sarab A. AlMuhaideb, Sarah M. AlMuhanna)....Pages 95-109
Front Matter ....Pages 111-111
 Evaluating the Influence of Twitter on the Saudi Arabian Stock Market Indicators  (Mohammed Alshahrani, Fuxi Zhu, Ahmed Sameh, Lin Zheng, Summaya Mumtaz)....Pages 113-132
 Comparative Analysis of Danger Theory Variants in Measuring Risk Level for Text Spam Messages  (Kamahazira Zainal, Mohd Zalisham Jali, Abu Bakar Hasan)....Pages 133-152
 Analyzing User Behaviors: A Study of Tips in Foursquare  (Nafla Alrumayyan, Sumayah Bawazeer, Rehab AlJurayyad, Muna Al-Razgan)....Pages 153-168
 Classification of Customer Tweets Using Big Data Analytics  (Abeer Nafel Alharbi, Hessah Alnnamlah, Liyakathunisa)....Pages 169-180
 Evolution of Hashtags on Twitter: A Case Study from Events Groups  (Layal Abu Daher, Rached Zantout, Islam Elkabani, Khaled Almustafa)....Pages 181-194
Front Matter ....Pages 195-195
 Investments in Deep Learning Techniques for Improving the Biometric System Accuracy  (A. Meraoumia, S. Chitroub, O. Chergui, H. Bendjenna)....Pages 197-209
 New Feature Extraction Approach Based on Adaptive Fuzzy Systems for Reliable Biometric Identification  (Z. Tidjani, A. Meraoumia, S. Chitroub, K. Ben sid)....Pages 210-222
 An Efficient PHSW-DC Algorithm for Solving Motif Finding Problem in TP53 Cancer Gene  (Asmaa G. Seliem, Wael Abouelwafa, Hesham F. Hamed)....Pages 223-233
 The Effect of Vitamin B12 Deficiency on Blood Count Using Data Mining  (Nada Almugren, Nafla Alrumayyan, Rabiah Alnashwan, Abeer Alfutamani, Isra Al-Turaiki, Omar Almugren)....Pages 234-245
Back Matter ....Pages 247-248