An IT Architecture Enabling Flexible Adjustment Of Exploration/Exploitation Trade-Off

The trade-off between exploration of new ideas and exploitation of certainties create a need for managing a balance between those two concepts within organizations. To align with an associated strategy, we suggest an IT architecture with an embedded mechanism to manage this balance when trying new approaches. A prototype and evaluation with encouraging results show the viability of the proposed architecture design for a product recommender scenario.