Big Data and Business Intelligence
Big data and business intelligence research examines how organizations collect, process, and interpret large volumes of operational and market data to make better decisions — spanning everything from demand forecasting in supply chains to real-time risk assessment. The practical stakes are significant: firms that translate raw data into actionable insight consistently outperform those that don't, yet the gap between having data and extracting value from it remains surprisingly wide. Active work in the area focuses on how predictive analytics and decision support systems can be embedded into everyday management processes rather than siloed in specialist teams, and on whether the performance gains attributed to big data adoption reflect genuine capability improvements or simply the advantages of firms that were already well-managed.
- Works
- 191,150
- Total citations
- 1,235,083
- Keywords
- Big DataAnalyticsBusiness IntelligenceSupply Chain ManagementPredictive AnalyticsData Science
Top papers in Big Data and Business Intelligence
Ordered by total citation count.
- The Coding Manual for Qualitative Researchers↗ 17,929OA
- Research methods for business: A skill building approach↗ 17,083
- The NIST definition of cloud computing↗ 11,641OA
- The DeLone and McLean Model of Information Systems Success: A Ten-Year Update↗ 11,371
- Introduction to Information Retrieval↗ 10,866
- <i>Review</i> : Knowledge Management and Knowledge Management Systems: Conceptual Foundations And Research Issues1,2↗ 9,942
- Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining↗ 6,521
- Structural Equation Modeling and Regression: Guidelines for Research Practice↗ 6,378OA
- Business Intelligence and Analytics: From Big Data to Big Impact↗ 6,030
- Task-Technology Fit and Individual Performance↗ 5,745
- An Introduction to Statistical Methods and Data Analysis↗ 5,383
- Big data: The next frontier for innovation, competition, and productivity↗ 5,233
Active researchers
Top authors in this area, ranked by h-index.