DaWaK 2015

Three Special Issues on the best papers from DAWAK '15 will be expanded and revised for possible inclusion in:

• Distributed and Parallel Databases, Springer
• Transactions on Large-scale Data- and Knowledge Centered Systems - TLDKS, Springer

Submissions presenting current research work on both theoretical and practical aspects of Big Data, Knowledge Discovery are encouraged.

• Big Data Storage
• Big Data Query Languages and Optimization
• Big Data Analytics and User Interfaces
• Big Data Indexing
• Big Data Analytics: algorithms, techniques, and systems
• Big Data Quality and Provenance Control
• Social Networking Big Data Graph Management
• Visualization Analytics for Big Data
• Big Data Searching and Discovery
• Big Data Management in Mobile Applications
• Scalability and parallelization for cloud intelligence: map-reduce and beyond
• Analytics for the cloud infrastructure
• Analytics for unstructured, semi-structured, and structured data
• Semantic web intelligence
• Analytics for temporal, spatial, spatio-temporal, and mobile data
• Analytics for data streams and sensor data
• Analytics for multimedia data
• Analytics for social networks
• Real-time/right-time and event-based analytics
• Privacy and security in cloud intelligence
• Reliability and fault tolerance in cloud intelligence
• Big Data Application design and deployment
• Data mining techniques: clustering, classification, association rules, decision trees, etc.
• Data and knowledge representation
• Knowledge discovery framework and process, including pre- and post-processing
• Integration of data warehousing, OLAP and data mining
• Integrating constraints and knowledge in the KDD process
• Exploring data analysis, inference of causes, prediction
• Evaluating, consolidating, and explaining discovered knowledge
• Statistical techniques for generation a robust, consistent data model
• Interactive data exploration/visualization and discovery
• Languages and interfaces for data mining
• Data Mining Trends, Opportunities and Risks
• Data Mining from low-quality information sources

Industry and Application Track:

• Big Data Analytics and Knowledge Discovery Tools
• Big Data Deployment Industryial Experiences
• Big Data Applications in scientific, government, healthcare, bioinformatics, etc.
• Big Data Analytics applications in E-commerce, Web, intrusion/fraud detection, finance, healthcare, marketing, telecommunications, etc
• Big Data and Business Process Intelligence (BPI)
• Big Data in Enterprise Management Models and Practices
• Big Data Applications in Smart City

Paper Submission Details

Authors are invited to submit research and application papers representing original, previously unpublished work. Papers should be submitted in PDF or Word format. Submission Online at: DaWaK 2015 Submission site starting in January 2015. Submissions must conform to Springer's LNCS format and should not exceed 12 pages. All accepted papers will be published in LNCS by Springer-Verlag. Authors of selected best papers from DaWaK 2015 will be invited to submit the extended paper for special issues of Distributed and Parallel Databases and LNCS Transactions on Large-Scale Data and Knowledge-Centered Systems.

For further inquiries, contact the DaWaK 2015 PC chairs

IMPORTANT DATES

• Submission of abstracts: March 17, 2015
• Submission of full papers: March 31, 2015
• Notification of acceptance: May 19, 2015
• Camera-ready copies due: June 09, 2015

Program Chairs

• Sanjay K Madria, Missouri University of Science and Technology, USA <madrias@mst.edu>
• Takahiro Hara, Osaka University, Japan < hara@ist.osaka-u.ac.jp >