Acknowledgments.- Introduction.- Fundamentals.- Spatializations for Sensemaking Using Visual Analytics.- Semantic Interaction.- Applications that Integrate Semantic Interaction.- Evaluating Semantic Interaction.- Discussion and Open Challenges.- Conclusion.- References.- Author's Biography.