• Interconnection and alignment of semantic representations of various aspects of a problem domain; "semantic heterogeneity resolution" in federated databases [Detail]

• Pattern and concept/topic discovery/mining in large datasets (including information streams of news, sensor data, etc.) [Detail]

• Semantic information management for earthquake and geoscience research [Detail]

• I4: Immersive, interactive, individualized information [Detail]

• Subspace clustering of high dimensional data based on domain transformation [Detail]

• Pattern search and query optimization in multi-dimensional data [Detail]

• Approaches and mechanisms for analyzing genomic research data [Detail]

• Clustering and mining of market data [Detail]

• Spam mail filtering using an adaptive ontology [Detail]

• Approaches and mechanisms for federating neurotherapeutics information [Detail]

• The dynamic generation of user-customized multimedia presentations [Detail]

• New metrics and approaches to responding to queries for information requests (e.g., stories, explanations), and for improving the accuracy of results [Detail]

• Decision management applications (e.g. crisis response) and information structuring and filtering to support decision manager action and training [Detail]

• Development of a general-purpose ontology-based manager and integration tool, compatible with emerging commercial standards [Detail]

• Trust propagation and personalization on eBay [Detail]

• The detection of intrusion into databases and information privacy

• Customization of user interactions with data intensive systems by modeling of user communication style, temperament, and preferences [Detail]