The primary goal of the 4th International Conference on Big Data and Information Analytics (BigDIA2018) is to promote interactions and collaborations among all scientists, researchers and practitioners who develop data science theories, algorithms and methods to deal with and analyze Big Data from different perspectives such as computer science, statistics, engineering, informatics, mathematics and other quantitative/computational sciences as well as domain-specific disciplines.