Data Science [electronic resource] : Second International Conference, ICDS 2015, Sydney, Australia, August 8-9, 2015, Proceedings /
Material type:
TextSeries: Information Systems and Applications, incl. Internet/Web, and HCI ; 9208Publisher: Cham : Springer International Publishing : Imprint: Springer, 2015Edition: 1st ed. 2015Description: X, 194 p. 60 illus. in color. online resourceContent type: - text
- computer
- online resource
- 9783319244747
- Database management
- Information storage and retrieval systems
- Application software
- Pattern recognition systems
- Computer networks
- Software engineering
- Database Management
- Information Storage and Retrieval
- Computer and Information Systems Applications
- Automated Pattern Recognition
- Computer Communication Networks
- Software Engineering
- 005.74 23
- QA76.9.D3
Mathematical issues in data science -- Big data issues and applications -- Data quality and data preparation -- Data-driven scientific research -- Evaluation and measurement in data service -- Big data mining and knowledge management.- case study of data science -- Social impacts of data science.
This book constitutes the refereed proceedings of the Second International Conference on Data Science, ICDS 2015, held in Sydney, Australia, during August 8-9, 2015. The 19 revised full papers and 5 short papers presented were carefully reviewed and selected from 31 submissions. The papers focus on the following topics: mathematical issues in data science; big data issues and applications; data quality and data preparation; data-driven scientific research; evaluation and measurement in data service; big data mining and knowledge management; case study of data science; social impacts of data science.
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