Dig Deeper or Diversify? The Rewards and Penalties of Knowledge Exploration and Exploitation Capabilities in the Context of IS Scholar Publication Productivity.
Xiao TangRajiv KishoreSrikanth ParameswaranPublished in: ICIS (2015)
Keyphrases
- domain knowledge
- conceptual model
- global knowledge
- contextual knowledge
- knowledge base
- knowledge acquisition
- contextual information
- reinforcement learning
- learning systems
- exploration exploitation tradeoff
- explicit knowledge
- context sensitive
- knowledge sources
- knowledge representation
- prior knowledge
- expert systems
- machine learning
- markov decision processes
- knowledge sharing
- higher level
- knowledge management
- conceptual framework
- knowledge retrieval
- databases