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 |