Prof. Peter Fox ([email protected], @taswegian, #twcrpi) Tetherless World Constellation Chair, Earth...
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Transcript of Prof. Peter Fox ([email protected], @taswegian, #twcrpi) Tetherless World Constellation Chair, Earth...
![Page 1: Prof. Peter Fox (pfox@cs.rpi.edu, @taswegian, #twcrpi) Tetherless World Constellation Chair, Earth and Environmental Science/ Computer Science/ Cognitive.](https://reader035.fdocuments.in/reader035/viewer/2022062409/56649f135503460f94c274a7/html5/thumbnails/1.jpg)
Prof. Peter Fox ([email protected], @taswegian, #twcrpi)
Tetherless World Constellation Chair, Earth and Environmental Science/ Computer Science/ Cognitive Science/ IT and Web Science)
Rensselaer Polytechnic Institute, Troy, NY USA
And the Deep Carbon Observatory Data Science Team
RDA/P4 Science Track, Sept. 22, 2014
http://tw.rpi.edu/web/doc/DCODataInMotion_RDA_Fox20140922.ppt
Smart Data in Motion for the Deep Carbon Observatory.
(Implementation of Open-World, Integrative, Transparent, Collaborative Science Data Platforms)
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Deep Carbon Observatory (DCO) …
• “We are dedicated to achieving transformational understanding of carbon’s chemical and biological roles in Earth.”
www.deepcarbon.net
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Data Science is …
• Doing science with someone else’s data … – across datasets– with models– multi-dimensional, multi-scale, multi-mode– complex data-types– needing new analytic and visual approaches
• Especially in multiple “dimensions” (functional) – E.g. Detection/ attribution methods/ algorithms– Visual exploration
• Today – is collaborative, performed in a network, and web-based …
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Collaboration and Integration needs …
• “Enable DCO team leaders to create new groups and associate a number of content types --- documents, discussions, blog posts, tasks, links, and bibliographic entries --- with the group, as well as simple event management (a private event calendar for the group) and embedding of external services (e.g. and esp. Google Calendar)” … more… (data, publications, projects)… a Knowledge Network … and a Virtual Organization (> 1000 people)
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-> DCO Data Science Platform
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Data in Motion
deepcarbon.net
info.deepcarbon.net
dx.deepcarbon.net
data.deepcarbon.net
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Collaboration tools
Group Based CollaborationGroup data deposit and
reporting
Listings of group
content Group management
and messagingListings of
group documents
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Group bibliography
Group task management
Group membership Group event
management
Group shared calendar
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All information is linked and traceable!
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Research activities report dashboard:Results updated in real time as new member registered, new activities
reported, new publication uploaded…
TW-SPARQL Application: Parameterized Report Generation (using Drupal host)
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S2S Faceted Browser Application: DCO People BrowserIncludes map facet for selecting people in regionFacets in any order (open or closed)Uses VIVO ‘data’
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TW-SPARQL Application: Dynamic, Stylized Menu Generation (using Drupal host)Menus based on parameterization of pageSee “Recent Findings" and "Projects" belowNote also expanded view “>”
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State to date…
• Knowledge network – implements both the collaboration and the integration, reporting implements the transparency– It’s being USED
• Many means of population– User generation– Machine generation
• Contributing these enhancements back to open-source communities (CKAN, VIVO)
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Thus… progress…
• Integrative – semantics• Transparent – semantics• Collaborative – semantics• Application integration
– Yep – semantics
• So… smart data in motion
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Data Science Team
+ Anusha, Jun, Mengyu, Chengcong, Harsha, Dan, …
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Thank you
• [email protected] and the DCO Data Science Team
• @taswegian #twcrpi
• http://tw.rpi.edu
• http://tw.rpi.edu/web/project/DCO-DS