Which knowledge management concept involves using computer-based tools and techniques to analyze transaction data and generate new ideas?

• A. Knowledge creation
• B. Knowledge capture
• C. Knowledge classification
• D. Knowledge management

Answer: (A)

Knowledge creation is about turning data and experiences into new knowledge and ideas. When computer-based tools analyze transaction data—using techniques like data mining, analytics, and business intelligence—they uncover patterns, correlations, and insights that weren’t previously known. Those fresh insights can lead to new concepts, processes, or innovations, which is the essence of creating new knowledge. The other activities—capturing existing knowledge, organizing or classifying information, or managing knowledge in a broad sense—do not inherently focus on generating new ideas from data in the same way. So, the scenario best fits knowledge creation.