Research Challenges: Difference between revisions

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* Network Analysis and Visual Analytics and Machine Learning and Prediction
* Network Analysis and Visual Analytics and Machine Learning and Prediction
  Coordinators: Bill Ribarsky and  Akhtarur Siddique and Amitabh Varshney
  ''Coordinators: Bill Ribarsky and  Akhtarur Siddique and Amitabh Varshney''
  - Network analysis and clustering and prediction
  - Network analysis and clustering and prediction
  - Latent variables and hidden networks and hypergraphs
  - Latent variables and hidden networks and hypergraphs
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* Contractual Reasoning and Semantics and Taxonomies and Metadata  
* Contractual Reasoning and Semantics and Taxonomies and Metadata  
  Coordinators: Benjamin Grosof and Leora Morgenstern and Andreas Cali and Frank Olken
  ''Coordinators: Benjamin Grosof and Leora Morgenstern and Andreas Cali and Frank Olken''
  - Parsimonious representation of a financial contract
  - Parsimonious representation of a financial contract
  - Contract evolution
  - Contract evolution
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* Information Integration and Entity Resolution and Information Quality
* Information Integration and Entity Resolution and Information Quality
  Coordinators: Lucian Popa and Joe Langsam and Rachel Pottinger
  ''Coordinators: Lucian Popa and Joe Langsam and Rachel Pottinger''
  - Human language technologies and document collections
  - Human language technologies and document collections
  - Information extraction
  - Information extraction
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* Social Media and Crowdsourcing and Markets
* Social Media and Crowdsourcing and Markets
  Coordinators: Johannes Gehrke and Louiqa Raschid and Michael Wellman
  ''Coordinators: Johannes Gehrke and Louiqa Raschid and Michael Wellman''
  - Social media modeling and prediction
  - Social media modeling and prediction
  - Crowdsourcing
  - Crowdsourcing
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* Model Representation and Model Management
* Model Representation and Model Management
  Coordinators: Phil Bernstein and H.V. Jagadish and Amol Deshpande and Pete Kyle
  ''Coordinators: Phil Bernstein and H.V. Jagadish and Amol Deshpande and Pete Kyle''
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Revision as of 04:07, 18 July 2012

There will be 2 90 minute Research Challenge sessions on Thursday and Friday afternoon. We have identified 5 themes for multi-disciplinary / computational research. Participants must indicate their interest in participation in at most 2 themes - primary and secondary. Depending on the response we may choose to conduct all 5 themes in parallel over both sessions or design an alternative scenario. Participants are also free to propose additional multi-disciplinary themes or propose merging or splitting themes.

  • Network Analysis and Visual Analytics and Machine Learning and Prediction
Coordinators: Bill Ribarsky and  Akhtarur Siddique and Amitabh Varshney
- 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 Frank Olken
- 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 and Rachel Pottinger
- 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 and Amol Deshpande and Pete Kyle
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We have created a shared google doc. You need to email Michelle (mlui@rhsmith.umd.edu) an account that will allow access to docs.google.com . [1]