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Pathways to SEASR


                       National Center for Supercomputing Applications!
                          University of Illinois at Urbana-Champaign
                                                                   




The SEASR project and its Meandre infrastructure!
are sponsored by The Andrew W. Mellon Foundation
Outline 


•  Welcome
•  Logistics
•  Agenda Review
•  Workshop Objective and Goals
•  Participants Project Planning Activity
•  SEASR + Exemplars Quick Glance quot;
Welcome 
•  Dr. Robert Wilhelmson, 
   –  Division Director – CyberApplications and Communities
   –  National Center for Supercomputing Applications 



•  Dr. Chris Mackie
   –  Program Officer – Research in Information Technology
   –  The Andrew W. Mellon Foundation
Logistics 
•  Network Access
•  Building Access
•  Packet - Reimbursements and Evaluation
•  Coffee/Soda/Water “Treat” Breaks
•  Lunch & Dinner
•  Restrooms
•  Staff Introductions
•  Questions?quot;
Agenda Day 1 Morning
•  Thursday, January 15, 2009
•  8:00am Registration and Breakfast
•  8:30am Introduction, Michael Welge, SEASR, NCSA
•  9:00am SEASR Overview and Workshop Goals, Michael
   Welge
•  10:00am Break
•  10:30am SEASR Application Examples and
   Demonstrations 
   –  Zotero and SEASR, Xavier Llorà, Boris Capitanu
   –  UIMA and SEASR, Mike Haberman
   –  Audio Analysis and SEASR (NEMA, NESTER), J. Stephen Downie
•  Noon Lunch
Agenda Day 1 Afternoon
•  1:00pm SEASR Architecture, Xavier Llorà and Bernie Acs 
    –  Workshop Plan Presentation (5 min each) by J. Stephen Downie
•  2:30pm Break
•  3:00pm SEASR Tools with Hands On Demo 
    –  Community Hub, Loretta Auvil
    –  Workbench, Boris Capitanu
    –  Server Interface, Xavier Llorà
    –  ZigZag, Xavier Llorà
    –  Eclipse Plugin, Amit Kumar
•  4:00 SEASR Adoptability and Sustainability, John Unsworth
•  4:30pm End of Day
•  6:00pm Dinner
Agenda Day 2 Morning
•  Friday, January 16, 2009
•  8:00am Registration and Breakfast
•  8:30am SEASR Application Examples and Demonstrations (continued)
    –  MONK and SEASR, Stéfan Sinclair
    –  FutureLens and SEASR and MONK, Andrey Puretskiy
    –  DISCUS and SEASR, Xavier Llorà
    –  Visualization and SEASR, Loretta Auvil
    –  Workshop Plan Presentation (5 min each) by Teams
•  10:00am Break
•  10:30am SEASR Installation, Xavier Llorà and Loretta Auvil 
    –  Workshop Plan Presentation (5 min each) by Teams
•  Noon Lunch
Agenda Day 2 Afternoon
•  1:00pm SEASR Wrap Up and Summary, Michael Welge
   and Loretta Auvil 
•  Workshop Plan Presentation (5 min each) by Teams
•  2:30pm Break 
•  3:00pm SEASR Lab Session, Michael Welge and Loretta
   Auvil Workshop Plan Presentation (5 min each) by Teams
•  4:30pm End of Day
Workshop Objective
•  The objective of the workshop is:


•  To explain and demonstrate the utility of SEASR
   for digital humanities, and to bring you to a point
   where you could deploy, contribute and utilize the
   SEASR environment.


• 
 SEASR + TOOLS + EXEMPLARS + HANDS ON
Workshop Goals
•  The goals of the workshop are:
•  LEARN: Provide a detailed understanding of the SEASR framework 
•  LEARN: Provide a foundation and examples for participant teams to
   use SEASR in a study or inquiry
•  ADOPT: Share participant generated research plans to utilize SEASR
•  INSTALL: Provide detailed instructions on how to install, build
   components, integrate existing applications, and maintain the SEASR
   environment 
•  SUPPORT: Develop plans for resolution of issues raised by the user
   community in utilization of SEASR 
•  SUSTAIN: Develop a plan for community driven future development
   and dissemination of SEASR 

•  Learn + Adopt + Sustain
SEASR Synergy

                                                                      Technology
     Scholarly                        Pathfinders
                                                                      Roadmaps
     Roadmaps                         Communities

         Partnerships                                         Integrated Project Team
                                     Requirements
                                 Analysis & Specification
                                                                       SESOA
                                                                  Execution Engine
          University
                                                                       Security
         International              Development &                  Interaction UIs
         Government                System Integration
                                                                     Data Mining
                                                                    Visualization
                                                                  Community Hub
                                 Prototype or Production
                                              Research
            Research                                            Scholarly
           Applications                                        Discoveries

      “Infrastructure is a set of practices, standards, technology and cultures that
work together to provide a foundation for digital scholarship” Digital Commonwealth 2003
SEASR: Reach + Relevance + Reuse + Repeatability 

    
SEASR emphasizes flexibility, scalability, modularity,
     provides community hub and access to heterogeneous
     data and computational systems
     –  Semantic driven environment for SOA interoperability
     –  Encourages sharing and participation for building communities
     –  Modular construction allows flows to be modified and configured
        to encourage reusability within and across domains
     –  Enables a mashup and integration of tools
     –  Data-intensive flows can be executed on a simple desktop or a
        large cluster(s) without modification
     –  Computation can be created for distributed execution on servers
        where the content lives
     –  User accessibility to control trust and compliance with required
        copyright license of content
     –  Relies on standardized Resource Description Framework (RDF) to
        define components and flow
SEASR
Apps
                     SEASR
Plugins
             SEASR
Web
Apps
                SEASR
Services



                                                      Meandre
Data‐Intensive
Flows


                                                          SEASR
Components

Developer
Tools





                                Data
                           Analy5cs
                    Visualiza5on

                         Gateway
Connec5ons
                 Descrip5ve
Sta5s5cs
                   Graphing

                           Data
Persistence
                 Predic5ve
Modeling
                 Modeling
Vis

                         Data
Transforma5on
                      Discovery
               Info
Vis
(small
mul5ples)

                        Natural
Lang
Processing





                                Component
Repository
                               Component
Discovery


                                                         Meandre
Infrastructure




              Shared
Stores
                       File
Systems
              Metadata
Stores
              SOA
Gateways



                                                       Virtualiza5on
Infrastructure

Data Driven Models
Knowledge Discovery in Data
Participant Project Plan
•  Participant Project Plan Guide
   –  Research Objective
   –  Data Source(s)
   –  Transformation(s)
   –  Query, Descriptive, and/or Analysis
   –  Evaluation – Table, Visualization
   –  Interaction
   –  Outcome
Workbench
•  Web-based UI
•  Components and flows
   are retrieved from server
•  Additional locations of
   components and flows
   can be added to server
•  Create flow using a
   graphical drag and drop
   interface
•  Change property values
•  Execute the flow
Community Hub
SEASR @ Work – Zotero
•  Plugin to Firefox 
•  Zotero manages the
   collection
•  Launch SEASR Analytics 
   –  Citation Analysis uses the
      JUNG network importance
      algorithms to rank the authors
      in the citation network that is
      exported as RDF data from
      Zotero to SEASR
   –  Zotero Export to Fedora
      through SEASR
   –  Saves results from SEASR
      Analytics to a Collection
•  Launch MONK Processing
   –  MONK DB Ingestion Workflow
SEASR @ Work – Fedora




                         Interactive Web
                            Application




Web Service
SEASR @ Work – Entity Mash-up
•  Entity Extraction
   with OpenNLP
•  Locations
   viewed on
   Google Map 
•  Dates viewed on
   Simile Timeline
SEASR @ Work – Audio Analysis
•  NEMA: Executes a
   SEASR flow for each
   run
   –  Loads audio data
   –  Extracts features for
      every 10 sec moving
      window of audio
   –  Loads and applies the
      models
   –  Sends results back to the
      WebUI
•  NESTER: Annotation of
   Audio via Spectral
   Analysis
SEASR @ Work – MONK
Executes flows for
  each analysis
  requested
  –  Predictive
     modeling using
     Naïve Bayes
  –  Predictive
     modeling using
     Support Vector
     Machines (SVM)
SEASR @ Work – DISCUS
     On-demand usage of
• 
     analytics while surfing
      –  While navigating
         request analytics to be
         performed on page
      –  Text extraction and
         cleaning
     Summarization and key
• 
     work extraction
      –  List the important
         terms on the page
         being analyzed
      –  Provide relevant short
         summaries 
     Visual maps
• 
      –  Provide a visual
         representation of the
         key concepts
      –  Show the graph of
         relations between
         concepts
SEASR and UIMA : Emotion Tracking
 
Goal is to have this type of Visualization to track emotions across a
  text document (Leveraging flare.prefuse.org)
Tag Cloud of the RegForm Tags
Tag Cloud of All RegForm Text
Agenda
•  Thursday, January 15, 2009
•  10:00am Break
•  10:30am SEASR Application Examples and
   Demonstrations 
  –  Zotero and SEASR, Xavier Llorà, Boris Capitanu
  –  UIMA and SEASR, Mike Haberman
  –  Audio Analysis and SEASR (NEMA, NESTER), J.
     Stephen Downie

•  12:00pm Lunch
Pathways to SEASR


                           National Center for Supercomputing Applications!
                              University of Illinois at Urbana-Champaign
                                                                       




The SEASR project and its Meandre infrastructure!
are sponsored by The Andrew W. Mellon Foundation

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SEASR Overview

  • 1. Pathways to SEASR National Center for Supercomputing Applications! University of Illinois at Urbana-Champaign The SEASR project and its Meandre infrastructure! are sponsored by The Andrew W. Mellon Foundation
  • 2. Outline •  Welcome •  Logistics •  Agenda Review •  Workshop Objective and Goals •  Participants Project Planning Activity •  SEASR + Exemplars Quick Glance quot;
  • 3. Welcome •  Dr. Robert Wilhelmson, –  Division Director – CyberApplications and Communities –  National Center for Supercomputing Applications •  Dr. Chris Mackie –  Program Officer – Research in Information Technology –  The Andrew W. Mellon Foundation
  • 4. Logistics •  Network Access •  Building Access •  Packet - Reimbursements and Evaluation •  Coffee/Soda/Water “Treat” Breaks •  Lunch & Dinner •  Restrooms •  Staff Introductions •  Questions?quot;
  • 5. Agenda Day 1 Morning •  Thursday, January 15, 2009 •  8:00am Registration and Breakfast •  8:30am Introduction, Michael Welge, SEASR, NCSA •  9:00am SEASR Overview and Workshop Goals, Michael Welge •  10:00am Break •  10:30am SEASR Application Examples and Demonstrations –  Zotero and SEASR, Xavier Llorà, Boris Capitanu –  UIMA and SEASR, Mike Haberman –  Audio Analysis and SEASR (NEMA, NESTER), J. Stephen Downie •  Noon Lunch
  • 6. Agenda Day 1 Afternoon •  1:00pm SEASR Architecture, Xavier Llorà and Bernie Acs –  Workshop Plan Presentation (5 min each) by J. Stephen Downie •  2:30pm Break •  3:00pm SEASR Tools with Hands On Demo –  Community Hub, Loretta Auvil –  Workbench, Boris Capitanu –  Server Interface, Xavier Llorà –  ZigZag, Xavier Llorà –  Eclipse Plugin, Amit Kumar •  4:00 SEASR Adoptability and Sustainability, John Unsworth •  4:30pm End of Day •  6:00pm Dinner
  • 7. Agenda Day 2 Morning •  Friday, January 16, 2009 •  8:00am Registration and Breakfast •  8:30am SEASR Application Examples and Demonstrations (continued) –  MONK and SEASR, Stéfan Sinclair –  FutureLens and SEASR and MONK, Andrey Puretskiy –  DISCUS and SEASR, Xavier Llorà –  Visualization and SEASR, Loretta Auvil –  Workshop Plan Presentation (5 min each) by Teams •  10:00am Break •  10:30am SEASR Installation, Xavier Llorà and Loretta Auvil –  Workshop Plan Presentation (5 min each) by Teams •  Noon Lunch
  • 8. Agenda Day 2 Afternoon •  1:00pm SEASR Wrap Up and Summary, Michael Welge and Loretta Auvil •  Workshop Plan Presentation (5 min each) by Teams •  2:30pm Break •  3:00pm SEASR Lab Session, Michael Welge and Loretta Auvil Workshop Plan Presentation (5 min each) by Teams •  4:30pm End of Day
  • 9. Workshop Objective •  The objective of the workshop is: •  To explain and demonstrate the utility of SEASR for digital humanities, and to bring you to a point where you could deploy, contribute and utilize the SEASR environment. •  SEASR + TOOLS + EXEMPLARS + HANDS ON
  • 10. Workshop Goals •  The goals of the workshop are: •  LEARN: Provide a detailed understanding of the SEASR framework •  LEARN: Provide a foundation and examples for participant teams to use SEASR in a study or inquiry •  ADOPT: Share participant generated research plans to utilize SEASR •  INSTALL: Provide detailed instructions on how to install, build components, integrate existing applications, and maintain the SEASR environment •  SUPPORT: Develop plans for resolution of issues raised by the user community in utilization of SEASR •  SUSTAIN: Develop a plan for community driven future development and dissemination of SEASR •  Learn + Adopt + Sustain
  • 11. SEASR Synergy Technology Scholarly Pathfinders Roadmaps Roadmaps Communities Partnerships Integrated Project Team Requirements Analysis & Specification SESOA Execution Engine University Security International Development & Interaction UIs Government System Integration Data Mining Visualization Community Hub Prototype or Production Research Research Scholarly Applications Discoveries “Infrastructure is a set of practices, standards, technology and cultures that work together to provide a foundation for digital scholarship” Digital Commonwealth 2003
  • 12. SEASR: Reach + Relevance + Reuse + Repeatability SEASR emphasizes flexibility, scalability, modularity, provides community hub and access to heterogeneous data and computational systems –  Semantic driven environment for SOA interoperability –  Encourages sharing and participation for building communities –  Modular construction allows flows to be modified and configured to encourage reusability within and across domains –  Enables a mashup and integration of tools –  Data-intensive flows can be executed on a simple desktop or a large cluster(s) without modification –  Computation can be created for distributed execution on servers where the content lives –  User accessibility to control trust and compliance with required copyright license of content –  Relies on standardized Resource Description Framework (RDF) to define components and flow
  • 13. SEASR
Apps
 SEASR
Plugins
 SEASR
Web
Apps
 SEASR
Services
 Meandre
Data‐Intensive
Flows
 SEASR
Components
 Developer
Tools
 Data
 Analy5cs
 Visualiza5on
 Gateway
Connec5ons
 Descrip5ve
Sta5s5cs
 Graphing
 Data
Persistence
 Predic5ve
Modeling
 Modeling
Vis
 Data
Transforma5on
 Discovery
 Info
Vis
(small
mul5ples)
 Natural
Lang
Processing
 Component
Repository
 Component
Discovery
 Meandre
Infrastructure
 Shared
Stores
 File
Systems
 Metadata
Stores
 SOA
Gateways
 Virtualiza5on
Infrastructure

  • 16. Participant Project Plan •  Participant Project Plan Guide –  Research Objective –  Data Source(s) –  Transformation(s) –  Query, Descriptive, and/or Analysis –  Evaluation – Table, Visualization –  Interaction –  Outcome
  • 17. Workbench •  Web-based UI •  Components and flows are retrieved from server •  Additional locations of components and flows can be added to server •  Create flow using a graphical drag and drop interface •  Change property values •  Execute the flow
  • 19. SEASR @ Work – Zotero •  Plugin to Firefox •  Zotero manages the collection •  Launch SEASR Analytics –  Citation Analysis uses the JUNG network importance algorithms to rank the authors in the citation network that is exported as RDF data from Zotero to SEASR –  Zotero Export to Fedora through SEASR –  Saves results from SEASR Analytics to a Collection •  Launch MONK Processing –  MONK DB Ingestion Workflow
  • 20. SEASR @ Work – Fedora Interactive Web Application Web Service
  • 21. SEASR @ Work – Entity Mash-up •  Entity Extraction with OpenNLP •  Locations viewed on Google Map •  Dates viewed on Simile Timeline
  • 22. SEASR @ Work – Audio Analysis •  NEMA: Executes a SEASR flow for each run –  Loads audio data –  Extracts features for every 10 sec moving window of audio –  Loads and applies the models –  Sends results back to the WebUI •  NESTER: Annotation of Audio via Spectral Analysis
  • 23. SEASR @ Work – MONK Executes flows for each analysis requested –  Predictive modeling using Naïve Bayes –  Predictive modeling using Support Vector Machines (SVM)
  • 24. SEASR @ Work – DISCUS On-demand usage of •  analytics while surfing –  While navigating request analytics to be performed on page –  Text extraction and cleaning Summarization and key •  work extraction –  List the important terms on the page being analyzed –  Provide relevant short summaries Visual maps •  –  Provide a visual representation of the key concepts –  Show the graph of relations between concepts
  • 25. SEASR and UIMA : Emotion Tracking Goal is to have this type of Visualization to track emotions across a text document (Leveraging flare.prefuse.org)
  • 26. Tag Cloud of the RegForm Tags
  • 27. Tag Cloud of All RegForm Text
  • 28. Agenda •  Thursday, January 15, 2009 •  10:00am Break •  10:30am SEASR Application Examples and Demonstrations –  Zotero and SEASR, Xavier Llorà, Boris Capitanu –  UIMA and SEASR, Mike Haberman –  Audio Analysis and SEASR (NEMA, NESTER), J. Stephen Downie •  12:00pm Lunch
  • 29. Pathways to SEASR National Center for Supercomputing Applications! University of Illinois at Urbana-Champaign The SEASR project and its Meandre infrastructure! are sponsored by The Andrew W. Mellon Foundation