Data Science [electronic resource] :Second International Conference, ICDS 2015, Sydney, Australia, August 8-9, 2015, Proceedings /
Contributor(s): Zhang, Chengqi [editor.] | Huang, Wei [editor.] | Shi, Yong [editor.] | Yu, Philip S [editor.] | Zhu, Yangyong [editor.] | Tian, Yingjie [editor.] | Zhang, Peng [editor.] | He, Jing [editor.] | SpringerLink (Online service).Material type: BookSeries: Lecture Notes in Computer Science: 9208Publisher: Cham : Springer International Publishing : Imprint: Springer, 2015.Edition: 1st ed. 2015.Description: X, 194 p. 60 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319244747.Subject(s): 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 EngineeringOnline resources: Click here to access online
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.