This two volume set (CCIS 901 and 902) constitutes the refereed proceedings of the 4th
International Conference of Pioneering Computer Scientists Engineers and Educators ICPCSEE
2018 (originally ICYCSEE) held in Zhengzhou China in September 2018. The 125 revised full
papers presented in these two volumes were carefully reviewed and selected from 1057
submissions. The papers cover a wide range of topics related to basic theory and techniques for
data science including mathematical issues in data science computational theory for data
science big data management and applications data quality and data preparation evaluation
and measurement in data science data visualization big data mining and knowledge management
infrastructure for data science machine learning for data science data security and privacy
applications of data science case study of data science multimedia data management and
analysis data-driven scientific research data-driven bioinformatics data-driven healthcare
data-driven management data-driven eGovernment data-driven smart city planet data marketing
and economics social media and recommendation systems data-driven security data-driven
business model innovation social and or organizational impacts of data science.