Full Program

BDTA-2018 Technical Sessions

4 September 2018

10:00 – 12:00 Session 1: Social Media Data Analytics
Session Chair: Professor Robert Harrison, Georgia State University, USA
·         User Interest Community Detection on Social Media Using Collaborative Filtering
Jiang, Liang; Shi, Lei-lei; Liu, Lu; Yao, Jingjing; Yousuf, MuhammadAli
·         A Framework for Social Media Data Analytics using Elasticsearch and Kibana
Shah, NeelJ; Willick, Darryl; Mago, Vijay
·         Birds of Prey: Identifying Lexical Irregularities in Spam on Twitter
Robinson, Kyle; Mago, Vijay
·         A multilayer recognition model for twitter user geolocation
Tang, Haina; Zhao, Xiangpeng; Ren, Yongmao


13:30 – 15:30 Session 2: Data Classification and Processing I
Session Chair: Dr. Wenjia Wang, University of East Anglia, United Kingdom
·         Cost Effective, Rule Based, Big Data Analytical Aggregation Engine for Investment Portfolios
Casturi, RaoV; Sunderraman, Rajshekhar
·         An Experimental Mining and Analytics for Discovering Proportional Process Patterns from Workflow Enactment Event Logs
Kim, Kyoungsook; Lee, Yongkoo; Ahn, Hyun; Kim, Kwanghoon
·         Decision Level Ensemble Method for Classifying Multi-media Data
Alyahyan, Saleh; Wang, Wenjia
·         Optimal Throwboxes Assignment for Big Data Multicast in VDTNs
Liu, Peng


16:00 – 17:00 Session 3: Security and Privacy
Session Chair: Dr. Zhiyuan Tan, Edinburgh Napier University, United Kingdom
·         Privacy-Preserving Big Data Analytics for Cyber-Physical Systems
Moustafa, Nour; Keshk, Marwa; Sitnikova, Elena; Turnbull, Benjamin
·         Banking Risk Management based on Hybrid Big Data Architecture
Ma, Shenglan; Wang, Hao; Xiao, Hong; Xie, Fangkai; Tao, Ran; Yi, Ruihua; Wang, Tongsen


5 September 2018

8:30 – 9:30 Session 4: Data Classification and Processing II
Session Chair: Kwanghoon Pio Kim, Kyonggi University, Republic of Korea
·         NgramPOS: A Bigram-based Linguistic and Statistical Feature Process Model for Unstructured Text Classification
Foroozan Yazdania, Sepideh; Tan, Zhiyuan; Kakavand, Mohsen; Mustaphad, Aida
·         Continuous Restricted Boltzmann Machines
Harrison, Robert


10:00 – 12:00 Session 5: Big Data Analytics for Healthcare
Session Chair: Professor Hao Wang, Norwegian University of Science and Technology, Norway
·         A Data Mining Approach to Classify Serum Creatinine Values in Patients Undergoing Continuous Ambulatory Peritoneal Dialysis
Brito, Claudia; Esteves, Marisa; Peixoto, Hugo; Abelha, Antonio; Machado, Jose
·         The Development of a Pervasive Web Application to Alert Patients Based on Business Intelligence Clinical Indicators: A Case Study in a Health Institution
Esteves, Marisa; Abelha, Antonio; Machado, Jose
·         Constituent Factors of Heart Rate Variability: ALLSTAR Big Data Analysis
Yuda, Emi; Kisohayra, Masaya; Yoshida, Yutaka; Hayano, Junichiro
·         Destination-Aware Metric based Social Routing for Mobile Opportunistic Networks
Zhang, Junbao; Huang, Haojun; Yang, Changlin; Liu, Jizhao; Fan, Yinting; Yang, Guan


13:30 – 15:30 Session 6: Parallel and Distributed Computing
Session Chair: Juan Zhang, University of Exeter, United Kingdom
·         Contention-aware Prediction for Performance Impact of Task Co-running in Multicore Computers
Ren, Shenyuan; He, Ligang; Li, Junyu; Chen, Zhiyan; Jiang, Peng; Li, Chang-Tsun
·         vChecker: an Application-level Demand-based Co-scheduler for Improving the Performance of Parallel Jobs in Xen
Jiang, Peng; He, Ligang; Ren, Shenyuan; Mao, Rui
·         Collaborative Filtering Driven by Fast Semantic Feature Analysis on Spark
Yang, Peng; Gu, Liang; Liu, Xuan
·         Multipath Routing Identification for Network Measurement Built on End-to-End Packet Order
Huang, Haojun; Pan, Shengli; Zhang, Junbao