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ORCID2nd BigDataService 2016: Oxford, United Kingdom
- Second IEEE International Conference on Big Data Computing Service and Applications, BigDataService 2016, Oxford, United Kingdom, March 29 - April 1, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-2251-9
Big Data Computing and Service
- Michael Phinney, Sean Lander, Matthew Spencer, Chi-Ren Shyu:
Cartesian Operations on Distributed Datasets Using Virtual Partitioning. 1-9 - Jian Wei, Kai Chen, Yi Zhou, Qu Zhou, Jianhua He
:
Benchmarking of Distributed Computing Engines Spark and GraphLab for Big Data Analytics. 10-13 - Mohiuddin Solaimani, Rajeevardhan Gopalan, Latifur Khan, Patrick T. Brandt, Bhavani Thuraisingham:
Spark-Based Political Event Coding. 14-23 - Adewole Ogunyadeka, Muhammad Younas, Hong Zhu, Arantza Aldea:
A Multi-key Transactions Model for NoSQL Cloud Database Systems. 24-27
Big Data Social Networks
- Alfredo Kalaitzis, Maria Ivanova Gorinova, Yoad Lewenberg, Yoram Bachrach, Michael Fagan, Dean Carignan, Nitin Gautam:
Predicting Gaming Related Properties from Twitter Profiles. 28-35 - Svitlana Volkova, Yoram Bachrach, Benjamin Van Durme:
Mining User Interests to Predict Perceived Psycho-Demographic Traits on Twitter. 36-43 - Fotis Aisopos, Dimitrios Tzannetos, John Violos, Theodora A. Varvarigou:
Using N-Gram Graphs for Sentiment Analysis: An Extended Study on Twitter. 44-51 - Peiman Barnaghi, Parsa Ghaffari, John G. Breslin:
Opinion Mining and Sentiment Polarity on Twitter and Correlation between Events and Sentiment. 52-57
Big Data Industry Track
- Jim J. Longstaff, Joanne Noble:
Attribute Based Access Control for Big Data Applications by Query Modification. 58-65 - Sam Ade Jacobs, Aldo Dagnino:
Large-Scale Industrial Alarm Reduction and Critical Events Mining Using Graph Analytics on Spark. 66-71 - Ke Erqinhu, Guanqiu Qi, Wei-Tek Tsai, Yi Hong, Wenxiang Wang, Guangxin Hou, Zhiqin Zhu:
Fault-Diagnosis for Reciprocating Compressors Using Big Data. 72-81 - Aakash Mangal, Adwait Kaley, Arpit Patel, Chandrasekar Vuppalapati, Saumeel Gajera, Shivang Doshi:
Fortune, Albeit Digital, at the Bottom of the Pyramid - Big Data Powered Business Model for Internet Service Providers. 82-84
Big Data Intelligence and Knowledge Engineering
- Jing Su, Oisín Boydell:
TopicListener: Observing Key Topics from Multi-channel Speech Audio Streams. 85-94 - Neha Bharill, Aruna Tiwari, Aayushi Malviya:
Fuzzy Based Clustering Algorithms to Handle Big Data with Implementation on Apache Spark. 95-104 - Sandipan Ganguly, Ashish Consul, Ali Khan, Brian Bussone, Jacqueline Richards, Alejandro Miguel:
A Practical Approach to Hard Disk Failure Prediction in Cloud Platforms: Big Data Model for Failure Management in Datacenters. 105-116 - Muhidin A. Mohamed, Mourad Oussalah:
An Iterative Graph-Based Generic Single and Multi Document Summarization Approach Using Semantic Role Labeling and Wikipedia Concepts. 117-120
Big Data Applications in Transportation, Tourism and Smart City
- Mayy Habayeb, Behjat Soltanifar, Bora Caglayan, Ayse Basar Bener:
A Novel Point of Interest (POI) Location Based Recommender System Utilizing User Location and Web Interactions. 121-130 - Davide Tosi, Stefano Marzorati:
Big Data from Cellular Networks: Real Mobility Scenarios for Future Smart Cities. 131-141 - Arash Heidarian, Michael J. Dinneen:
A Hybrid Geometric Approach for Measuring Similarity Level Among Documents and Document Clustering. 142-151 - Sien Chen, Yinghua Huang, Wenqiang Huang:
Big Data Analytics on Aviation Social Media: The Case of China Southern Airlines on Sina Weibo. 152-155
Big Data Application Tracks of Energy and Environment
- Maria T. Patterson, Nikolas Anderson, Collin Bennett, Jacob Bruggemann, Robert L. Grossman, Matthew Handy, Vuong Ly, Daniel J. Mandl, Shane Pederson, James Pivarski, Ray Powell, Jonathan Spring, Walt Wells, John Xia:
The Matsu Wheel: A Cloud-Based Framework for Efficient Analysis and Reanalysis of Earth Satellite Imagery. 156-165 - Yaqiong Li, Petr Musílek, Edward Lozowski, Chaobo Dai, Tongxun Wang, Zhengang Lu:
Temporal Uncertainty of Wind Ramp Predictions Using Probabilistic Forecasting Technique. 166-173 - Hong Liu, Ashwin Kumar T. K, Johnson P. Thomas, Xiaofei Hou:
Cleaning Framework for BigData: An Interactive Approach for Data Cleaning. 174-181 - Haripriya Ayyalasomayajula, Edgar Gabriel, Peggy Lindner, Daniel Price:
Air Quality Simulations Using Big Data Programming Models. 182-184
Main Track I
- Paul Jones, Sidharth Thakur, Steven Cox, Michael Matthews:
A Versatile Platform for Instrumentation of Knowledge Worker's Computers to Improve Information Analysis. 185-194 - Rezvan Pakdel, John Herbert:
Efficient Cloud-Based Framework for Big Data Classification. 195-201 - Divya Rao, Wee Keong Ng:
A User-Centric Approach to Pricing Information. 202-209
Main Track II
- Paolo Ciancarini, Francesco Poggi, Daniel Russo:
Big Data Quality: A Roadmap for Open Data. 210-215 - Reza Sadoddin, Osvaldo Driollet:
Mining and Visualizing Associations of Concepts on a Large-Scale Unstructured Data. 216-224 - Hadeel T. El Kassabi, Ikbal Taleb, Mohamed Adel Serhani, Rachida Dssouli:
Policy-Based QoS Enforcement for Adaptive Big Data Distribution on the Cloud. 225-233 - Runhua Xu, Remo Manuel Frey, Alexander Ilic:
Individual Differences and Mobile Service Adoption: An Empirical Analysis. 234-243
Big Data Security
- Vasily Sidorov, Wee Keong Ng:
A Confidentiality-Preserving Search Technique for Encrypted Relational Cloud Databases. 244-251 - Masaya Yoshikawa, Yusuke Nozaki, Kensaku Asahi:
Multiple Rounds Aware Power Analysis Attack for a Lightweight Cipher SIMECK. 252-256 - Edmon Begoli, Ted Dunning, Charlie Frasure:
Real-Time Discovery Services over Large, Heterogeneous and Complex Healthcare Datasets Using Schema-Less, Column-Oriented Methods. 257-264 - Jan Helsen, Gert De Sitter, Pieter Jan Jordaens:
Long-Term Monitoring of Wind Farms Using Big Data Approach. 265-268
Big Data Bio-medical and Healthcare Services
- Wen-Qi Fan, Chang-Dong Wang, Jian-Huang Lai:
SDenPeak: Semi-supervised Nonlinear Clustering Based on Density and Distance. 269-275 - Marcello Trovati, Philip Hodgson, Charlotte Hargreaves, Andrew David Baker, Lu Liu, Nik Bessis:
Dependency Networks Extractions from Textual Sources in Criminology: An Initial Implementation. 276-282 - Andleeb Shahnaz, Usman Qamar, Abdul Wahab Muzaffar:
Building a Core Biomedical Knowledge Base. 283-285 - Guang-Yu Zhang, Dong Huang, Chang-Dong Wang, Wei-Shi Zheng:
Weighted Multi-view On-Line Competitive Clustering. 286-292 - Chandrasekar Vuppalapati, Anitha Ilapakurti, Santosh Kedari:
The Role of Big Data in Creating Sense EHR, an Integrated Approach to Create Next Generation Mobile Sensor and Wearable Data Driven Electronic Health Record (EHR). 293-296
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