首届国际数据科学与应用学术研讨会 First International Symposium on Data Science and Applications

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活动简介

We announce the 1st International Symposium on Data Science and Applications (DSA 2016), co-located with EHST 2016 and ICTRS 2016, to be held in Milan on 10-11 October 2016. Focusing on (big) data and its societal and enterprise impact, DSA 2016 aims at bringing together researchers and practitioners whose work has impact on the theory of Big Data systems and their implementation in practice. The international Program Committee of DSA 2016 is soliciting contributions of technical papers that relate to the mentioned areas (elaborated in the Call for Papers). We turn to you, addressing you with a sincere invitation to attend DSA 2016, visiting the beautiful city of Milan.

征稿信息

征稿范围

1. DATA SCIENCE AND DATABASES
1.1. Data Systems
1.2. Data Management for Large Data
1.3. SQL/NoSQL databases
1.4. Data Semantics
1.5. Data Visualization

2. BIG DATA
2.1. Theory of Big Data Systems
2.2. NoSQL Tools
2.3. Lambda Architecture
2.4. Batch Layer
2.5. Serving Layer
2.6. Speed Layer

3. DATA MINING
3.1. Statistical Aspects
3.2. Computational Aspects
3.3. Feature Extraction
3.4. Importance of Words
3.5. Indexes

4. MAP REDUCE
4.1. Distributed File Systems and Map Tasks
4.2. Reduce Tasks
4.3. Grouping by Key
4.4. Algorithms
4.5. Relational-Algebra Operations
4.6. Matrix Multiplication
4.7. MapReduce and Workflow Systems
4.8. Recursive Extensions of MapReduce

5. CLOUD COMPUTING
5.1. Cloud Services and Big Data
5.2. Cloud Standards
5.3. Cloud Interoperability
5.4. On-Line Transaction Processing (OLTP) services and On-Line Analytical Processing (OLAP) services
5.5. Cloud Security and Privacy

6. APPLICATIONS
6.1. Context-Aware Aystems in
Healthcare
Road Traffic
6.2. Surveillance
6.3. Knowledge Retrieval