Research Challenges

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  • Network Analysis and Visual Analytics and Machine Learning and Prediction
Coordinators: Bill Ribarsky and  Akhtarur Siddique
- Network analysis and clustering and prediction
- Latent variables and hidden networks and hypergraphs
- Network evolution
- Agent based models
  • Contractual Reasoning and Semantics and Taxonomies and Metadata
Coordinators: Benjamin Grosof and Leora Morgenstern and Andreas Cali and Michael Bennett
- Parsimonious representation of a financial contract
- Contract evolution
- Data models and schema.
- Metadata
- Taxonomies and ontologies and polyhierarchies
- Validation
- Reasoning
  • Information Integration and Entity Resolution and Information Quality
Coordinators: Lucian Popa and Joe Langsam
- Human language technologies and document collections
- Information extraction
- LEI and post LEI challenges
- Entity resolution
  • Social Media and Crowdsourcing and Markets
Coordinators: Johannes Gehrke and Louiqa Raschid and Michael Wellman
- Social media modeling and prediction
- Crowdsourcing
- Market mechanisms
- Prediction markets
- Agent based models
  • Model Representation and Model Management
Coordinators: Phil Bernstein and H.V. Jagadish 
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This is a shared google doc. You need to email me (louiqa@umiacs.umd.edu) your account that can access docs.google.com . [1]