MoBiD 2014
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2nd International Workshop on Modeling and Management of Big Data
October, 27-30, 2014, Atlanta, GA, USA
To be held in conjunction with the
33rd International Conference on Conceptual Modelling (ER2014)


The scope of the workshop includes several aspects of conceptual modeling in data-driven paradigm, but is not limited to:
  • Agile modeling for big data
  • Advanced applications with Hadoop or MapReduce paradigm
  • Application design and architecture of big data environment
  • Big Data Analytics
  • Business Intelligence applications and modeling
  • Conceptual modeling approaches (UML, EER, etc.) for Big Data
  • Conceptualization for data-drive paradigm
  • Data-driven businesses
  • Using data science approaches for novel analysis and applications
  • Enterprise modeling and architectures
  • Fundamentals of Hadoop: data integrity and file-based data structures
  • Data Integration and management with Hadoop ecosystems
  • Data integration and data virtualization for ELT
  • Information packaging
  • Knowledge management for big data
  • Metamodeling
  • Measurement for social network data
  • New modeling approaches for Big Data
  • Interface design and visualization
  • Model-driven development methodologies and approaches
  • Provenance modeling
  • Requirements modeling for Web-based applications
  • Social networking, security and privacy
  • Software as a Service (SaaS) modeling solutions
  • Use of Hive and Hadoop in social networks
  • Visualization of big data
  • Analytics for complex data
  • Data analytics as a service
  • Data mining and analytics over the cloud
  • Extracting, Transforming and Loading data over the cloud
  • Smart Cities
  • Applications in healthcare
  • Using data science for big data and education

mobid2014 [at]   |   Last updated: 15:32 05/03/2014
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