1 Introduction.- 2 Cache Based Optimization for Querying Curated Knowledge Bases.- 3 Query Performance Prediction on Knowledge Base.- 4 An Efficient Knowledge Clustering Algorithm.- 5 Knowledge Extraction from Unstructured Data on the Web.- 6 Building Knowledge Bases from Unstructured Data on the Web.- 7 Conclusion.