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 document. | |||
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