[...] * Regarding data quality, it is mandatory to use existing and develop new frameworks including big data quality dimensions, quality characteristics, and quality indexes. For what concerns data cleaning, the need for overcoming the hurdle is driving development of technologies that can automate data cleansing processes to help accelerate business analytics.