I understand the application of business intelligence and data analytics in companies and industries but there is some direct application in scientific research
you may find the following project and people involved of value for your question:
Project: The synergy between knowledge management, analytics and big data
People: John Steven Edwards Eduardo Rodriguez Taborda
Goal: Explore the relationship between data, analytical techniques, practical experience and knowledge. This revolves around anticipating, finding, or recognising patterns/insights.