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.
- X, 194 p. 60 illus. in color. online resource.
- Lecture Notes in Computer Science, 9208 0302-9743 ; .
- Lecture Notes in Computer Science, 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
Computer science.
Computer communication systems.
Software engineering.
Database management.
Information storage and retrieval.
Pattern recognition.
Computer Science.
Database Management.
Information Storage and Retrieval.
Information Systems Applications (incl. Internet).
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
Computer science.
Computer communication systems.
Software engineering.
Database management.
Information storage and retrieval.
Pattern recognition.
Computer Science.
Database Management.
Information Storage and Retrieval.
Information Systems Applications (incl. Internet).
Pattern Recognition.
Computer Communication Networks.
Software Engineering.
QA76.9.D3
005.74