Data Science Second International Conference, ICDS 2015, Sydney, Australia, August 8-9, 2015, Proceedings /
Data Science Second International Conference, ICDS 2015, Sydney, Australia, August 8-9, 2015, Proceedings / [electronic resource] :
edited by Chengqi Zhang, Wei Huang, Yong Shi, Philip S. Yu, Yangyong Zhu, Yingjie Tian, Peng Zhang, Jing He.
- 1st ed. 2015.
- X, 194 p. 60 illus. in color. online resource.
- Information Systems and Applications, incl. Internet/Web, and HCI, 9208 2946-1642 ; .
- Information Systems and Applications, incl. Internet/Web, and HCI, 9208 .
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.
9783319244747
10.1007/978-3-319-24474-7 doi
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.
QA76.9.D3
005.74
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.
9783319244747
10.1007/978-3-319-24474-7 doi
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.
QA76.9.D3
005.74