Research Challenges: Difference between revisions

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  We have created a shared google doc. You will need to login to docs.google.com to access
This is a shared google doc. You need to email me (louiqa@umiacs.umd.edu) your account that
this document.
can access docs.google.com .
Please email louiqa@umiacs.umd.edu if you cannot access it.
  [https://docs.google.com/present/edit?id=0ATTeYQSh4QTsZGQzaGc3ODlfOWhtNnBnc2Rz]
  [https://docs.google.com/present/edit?id=0ATTeYQSh4QTsZGQzaGc3ODlfOWhtNnBnc2Rz]
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
- Information visualization pertaining to systemic risk
[[Media:Session1.doc]]
* Contractual Reasoning and Semantics and Taxonomies and Metadata
''Coordinators: Benjamin Grosof and Leora Morgenstern and Andreas Cali and Frank Olken''
- Parsimonious/machine representation of a financial contract
- Contract evolution
- Data models and schema.
- Metadata
- Taxonomies and ontologies and poly-hierarchies
- Validation and reasoning
- [[Media:Session2.txt]]
* 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
- [[Media:Session3.doc]]
* 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
- [[Media:Session4.txt]]
* Model Representation and Model Management
''Coordinators: Phil Bernstein and H.V. Jagadish and Amol Deshpande and Pete Kyle''
- Data models and schema and metadata
- Representing financial models as first-class data objects
- Reconciling different perspectives in representation: financial, accounting, legal, …
- Error correction, and propagation of corrections through derived data
- Privacy
- [[Media:Session5.doc]]

Latest revision as of 18:20, 27 July 2012

We have created a shared google doc. You will need to login to docs.google.com to access 
this document.
Please email louiqa@umiacs.umd.edu if you cannot access it.
[1]
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
- Information visualization pertaining to systemic risk
Media:Session1.doc
  • Contractual Reasoning and Semantics and Taxonomies and Metadata
Coordinators: Benjamin Grosof and Leora Morgenstern and Andreas Cali and Frank Olken
- Parsimonious/machine representation of a financial contract
- Contract evolution
- Data models and schema.
- Metadata
- Taxonomies and ontologies and poly-hierarchies
- Validation and reasoning
- Media:Session2.txt
  • 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
- Media:Session3.doc
  • 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
- Media:Session4.txt
  • Model Representation and Model Management
Coordinators: Phil Bernstein and H.V. Jagadish and Amol Deshpande and Pete Kyle
- Data models and schema and metadata
- Representing financial models as first-class data objects
- Reconciling different perspectives in representation: financial, accounting, legal, …
- Error correction, and propagation of corrections through derived data
- Privacy
- Media:Session5.doc