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Helping Citizen Scientists
    Read and Write Like Scientists:
Learning Analytics & Authentic Enquiry
                   Duygu Simsek
            duygu.simsek@open.ac.uk
       http://people.kmi.open.ac.uk/simsek/

               PhD Research Student
             Knowledge Media Institute
              The Open University, UK


                                    uk.linkedin.com/in/duygusimsek

                                    @duygusimsekPhD
http://www.open.ac.uk/blogs/openscience/

                              Practical Science Outside the Laboratory




                            App            App   App      App       App




                            LA             LA    LA       LA        LA



                                                                                    Duygu Simsek
                                                                         duygu.simsek@open.ac.uk
Outline:

 Overview of Citizen Science
    What is it?
    What are the example projects?
    What is the role of citizens in these projects?
 Aims of the PhD Project
 Approaches & Methods
    Brief overview of Authentic Enquiry
    Relevant analytics technologies
        Cohere
        XIP
        OpenMentor

 Suggestions and Ideas


                                                                  Duygu Simsek
                                                       duygu.simsek@open.ac.uk
Citizen Science:

 Citizen science:
    Scientific research conducted by non-professionals (citizens) who
     mainly volunteer or are sometimes deployed by professional
     researchers to participate in the data collection and classification
     processes of a project.


 Successful Citizen Science Projects:




       http://www.galaxyzoo.org/     http://www.ispot.org.uk/




                                                                           Duygu Simsek
                                                                duygu.simsek@open.ac.uk
Citizens’ Involvement:
 When scientific projects invite citizen engagement, it is mainly for
  gathering and classifying data. It usually doesn’t go beyond that.

 We want to support citizens to engage with different aspects of the
  scientific ecosystem.
    They can engage with the literature, reading & critically evaluating it as a
     scientist, produce their own evidence-based arguments and claims and
     communicate the results in a written format.

    Nobody has tried developing citizen scientists in this way before.

    And no one has used learning analytics to support the learning processes of
     citizens. So another key element of this work will be using learning analytics
     to provide feedback to citizens.


                                                                          Duygu Simsek
                                                               duygu.simsek@open.ac.uk
 Aims:
    Enabling citizens to become citizen scientists.
    Developing citizens’ everyday language and
     scientific thinking, reading and writing abilities.




                                                              Duygu Simsek
                                                   duygu.simsek@open.ac.uk
Approaches & Methods:




           Citizens’ Scientific   Critical thinking
                                  Reading
                 Abilities        Writing




                                                            Duygu Simsek
                                                 duygu.simsek@open.ac.uk
Approaches & Methods:



                                  Using Web 2.0:
                                    Creating Arguments &
             Inquiry-based            Claims
                                    Annotating Documents
                Process             Science Blogging
                                    Reflective Writing


           Citizens’ Scientific   Critical thinking
                                  Reading
                 Abilities        Writing




                                                            Duygu Simsek
                                                 duygu.simsek@open.ac.uk
Approaches & Methods:
                                  Providing automated timely
                                  feedback for citizens.
          Learning Analytics
                                  Understanding how citizens
                                  learn through this process.
                                  Using Web 2.0:
                                    Creating Arguments &
             Inquiry-based            Claims
                                    Annotating Documents
                Process             Science Blogging
                                    Reflective Writing


           Citizens’ Scientific   Critical thinking
                                  Reading
                 Abilities        Writing




                                                            Duygu Simsek
                                                 duygu.simsek@open.ac.uk
Authentic Enquiry:

 “Approach to learning which begins with the learner’s interest and
  experience, rooted in concrete place object or artefact and moves from
  there through a process of facilitated knowledge construction, to a particular
  negotiated outcome which meets publicly agreed assessment criteria.”
                                         http://learningemergence.net/about/authentic-enquiry/



 “Authentic” because it is authored by the learner and because it is real and
  genuine in their life story.

 We are considering using this approach because it
       Stimulates curiosity
       Increases engagement
       Is based on personal interest
       Enables knowledge construction



                                                                                Duygu Simsek
                                                                     duygu.simsek@open.ac.uk
Candidate Analytics Technologies:
        Cohere
        Discourse-centric Learning Analytics

 A web application for
                                                                      http://cohere.open.ac.uk/
      social bookmarking
      annotating web resources collaboratively
      making meaningful connections between ideas (idea-linking)
      visualising argumentation


 Cohere allows its users to make sense of complex issues.




                                                                               Duygu Simsek
                                                                    duygu.simsek@open.ac.uk
Candidate Analytics Technologies:
        Cohere
        Discourse-centric Learning Analytics

 A web application for
                                                                      http://cohere.open.ac.uk/
      social bookmarking
      annotating web resources collaboratively
      making meaningful connections between ideas (idea-linking)
      visualising argumentation.


 Cohere allows its users to make sense of complex issues.




                                                                               Duygu Simsek
                                                                    duygu.simsek@open.ac.uk
Candidate Analytics Technologies:
        Cohere
        Discourse-centric Learning Analytics

 A web application for
                                                                      http://cohere.open.ac.uk/
      social bookmarking
      annotating web resources collaboratively
      making meaningful connections between ideas (idea-linking)
      visualising argumentation.


 Cohere allows its users to make sense of complex issues.




                                                                               Duygu Simsek
                                                                    duygu.simsek@open.ac.uk
Candidate Analytics Technologies:
        Cohere
        Discourse-centric Learning Analytics

 A web application for
                                                                      http://cohere.open.ac.uk/
      social bookmarking
      annotating web resources collaboratively
      making meaningful connections between ideas (idea-linking)
      visualising argumentation.


 Cohere allows its users to make sense of complex issues.




                                                                               Duygu Simsek
                                                                    duygu.simsek@open.ac.uk
Candidate Analytics Technologies:
         XIP (Xerox Incremental Parser)
         Textual (Discourse) Analysis

 Analytics for scholarly writing.              http://open.xerox.com/Services/XIPParser

 XIP carries out linguistic analysis (parsing) of text documents.
 Discourse analysis within documents:
     Sentence detection based on rhetorical markers




                                                                            Duygu Simsek
                                                                 duygu.simsek@open.ac.uk
Candidate Analytics Technologies:
         XIP (Xerox Incremental Parser)
         Textual (Discourse) Analysis

 Analytics for scholarly writing.              http://open.xerox.com/Services/XIPParser

 XIP carries out linguistic analysis (parsing) of text documents.
 Discourse analysis within documents:
     Sentence detection based on rhetorical markers




                                                                            Duygu Simsek
                                                                 duygu.simsek@open.ac.uk
Candidate Analytics Technologies:
         XIP (Xerox Incremental Parser)
         Textual (Discourse) Analysis

 Analytics for scholarly writing.
     HUMAN ANNOTATION
                                                http://open.xerox.com/Services/XIPParser

 XIP carries out linguistic analysis (parsing) of text documents.
 Discourse analysis within documents:
     Sentence detection based on rhetorical markers




                                                                            Duygu Simsek
                                                                 duygu.simsek@open.ac.uk
Candidate Analytics Technologies:
         XIP (Xerox Incremental Parser)
         Textual (Discourse) Analysis


 Analytics for scholarly writing.
     HUMAN ANNOTATION
                                                http://open.xerox.com/Services/XIPParser
                                               MACHINE ANNOTATION
 XIP carries out linguistic analysis (parsing) of text documents.
 Discourse analysis within documents:
     Sentence detection based on rhetorical markers




                                                                            Duygu Simsek
                                                                 duygu.simsek@open.ac.uk
Candidate Analytics Technologies:
         OpenMentor
         Feedback system to deliver meaningful assessment to students


 An open source mentoring tool for                 http://openmentor.kcl.ac.uk/openmentor-web/

  tutors to:

       Help them to reflect on the quality of
        the feedback they give their students
        on online submitted assignments.

       Analyse tutor’s feedback based on
        categories: positive/negative reactions,
        questions and attempted answers.


       Provide analysis reports to show and
        enhance tutor’s feedback styles.




                                                                              Duygu Simsek
                                                                   duygu.simsek@open.ac.uk
Suggestions & Ideas?


         Have you ever heard of or used similar
          tools that you can recommend to me
          that could enhance scientific reading
              and writing abilities of trainee
                        scientists?




                                                             Duygu Simsek
                                                  duygu.simsek@open.ac.uk

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SolarStormTalkDuyguSimsek

  • 1. Helping Citizen Scientists Read and Write Like Scientists: Learning Analytics & Authentic Enquiry Duygu Simsek duygu.simsek@open.ac.uk http://people.kmi.open.ac.uk/simsek/ PhD Research Student Knowledge Media Institute The Open University, UK uk.linkedin.com/in/duygusimsek @duygusimsekPhD
  • 2. http://www.open.ac.uk/blogs/openscience/ Practical Science Outside the Laboratory App App App App App LA LA LA LA LA Duygu Simsek duygu.simsek@open.ac.uk
  • 3. Outline:  Overview of Citizen Science  What is it?  What are the example projects?  What is the role of citizens in these projects?  Aims of the PhD Project  Approaches & Methods  Brief overview of Authentic Enquiry  Relevant analytics technologies  Cohere  XIP  OpenMentor  Suggestions and Ideas Duygu Simsek duygu.simsek@open.ac.uk
  • 4. Citizen Science:  Citizen science:  Scientific research conducted by non-professionals (citizens) who mainly volunteer or are sometimes deployed by professional researchers to participate in the data collection and classification processes of a project.  Successful Citizen Science Projects: http://www.galaxyzoo.org/ http://www.ispot.org.uk/ Duygu Simsek duygu.simsek@open.ac.uk
  • 5. Citizens’ Involvement:  When scientific projects invite citizen engagement, it is mainly for gathering and classifying data. It usually doesn’t go beyond that.  We want to support citizens to engage with different aspects of the scientific ecosystem.  They can engage with the literature, reading & critically evaluating it as a scientist, produce their own evidence-based arguments and claims and communicate the results in a written format.  Nobody has tried developing citizen scientists in this way before.  And no one has used learning analytics to support the learning processes of citizens. So another key element of this work will be using learning analytics to provide feedback to citizens. Duygu Simsek duygu.simsek@open.ac.uk
  • 6.  Aims:  Enabling citizens to become citizen scientists.  Developing citizens’ everyday language and scientific thinking, reading and writing abilities. Duygu Simsek duygu.simsek@open.ac.uk
  • 7. Approaches & Methods: Citizens’ Scientific Critical thinking Reading Abilities Writing Duygu Simsek duygu.simsek@open.ac.uk
  • 8. Approaches & Methods: Using Web 2.0:  Creating Arguments & Inquiry-based Claims  Annotating Documents Process  Science Blogging  Reflective Writing Citizens’ Scientific Critical thinking Reading Abilities Writing Duygu Simsek duygu.simsek@open.ac.uk
  • 9. Approaches & Methods: Providing automated timely feedback for citizens. Learning Analytics Understanding how citizens learn through this process. Using Web 2.0:  Creating Arguments & Inquiry-based Claims  Annotating Documents Process  Science Blogging  Reflective Writing Citizens’ Scientific Critical thinking Reading Abilities Writing Duygu Simsek duygu.simsek@open.ac.uk
  • 10. Authentic Enquiry:  “Approach to learning which begins with the learner’s interest and experience, rooted in concrete place object or artefact and moves from there through a process of facilitated knowledge construction, to a particular negotiated outcome which meets publicly agreed assessment criteria.” http://learningemergence.net/about/authentic-enquiry/  “Authentic” because it is authored by the learner and because it is real and genuine in their life story.  We are considering using this approach because it  Stimulates curiosity  Increases engagement  Is based on personal interest  Enables knowledge construction Duygu Simsek duygu.simsek@open.ac.uk
  • 11. Candidate Analytics Technologies: Cohere Discourse-centric Learning Analytics  A web application for http://cohere.open.ac.uk/  social bookmarking  annotating web resources collaboratively  making meaningful connections between ideas (idea-linking)  visualising argumentation  Cohere allows its users to make sense of complex issues. Duygu Simsek duygu.simsek@open.ac.uk
  • 12. Candidate Analytics Technologies: Cohere Discourse-centric Learning Analytics  A web application for http://cohere.open.ac.uk/  social bookmarking  annotating web resources collaboratively  making meaningful connections between ideas (idea-linking)  visualising argumentation.  Cohere allows its users to make sense of complex issues. Duygu Simsek duygu.simsek@open.ac.uk
  • 13. Candidate Analytics Technologies: Cohere Discourse-centric Learning Analytics  A web application for http://cohere.open.ac.uk/  social bookmarking  annotating web resources collaboratively  making meaningful connections between ideas (idea-linking)  visualising argumentation.  Cohere allows its users to make sense of complex issues. Duygu Simsek duygu.simsek@open.ac.uk
  • 14. Candidate Analytics Technologies: Cohere Discourse-centric Learning Analytics  A web application for http://cohere.open.ac.uk/  social bookmarking  annotating web resources collaboratively  making meaningful connections between ideas (idea-linking)  visualising argumentation.  Cohere allows its users to make sense of complex issues. Duygu Simsek duygu.simsek@open.ac.uk
  • 15. Candidate Analytics Technologies: XIP (Xerox Incremental Parser) Textual (Discourse) Analysis  Analytics for scholarly writing. http://open.xerox.com/Services/XIPParser  XIP carries out linguistic analysis (parsing) of text documents.  Discourse analysis within documents:  Sentence detection based on rhetorical markers Duygu Simsek duygu.simsek@open.ac.uk
  • 16. Candidate Analytics Technologies: XIP (Xerox Incremental Parser) Textual (Discourse) Analysis  Analytics for scholarly writing. http://open.xerox.com/Services/XIPParser  XIP carries out linguistic analysis (parsing) of text documents.  Discourse analysis within documents:  Sentence detection based on rhetorical markers Duygu Simsek duygu.simsek@open.ac.uk
  • 17. Candidate Analytics Technologies: XIP (Xerox Incremental Parser) Textual (Discourse) Analysis  Analytics for scholarly writing. HUMAN ANNOTATION http://open.xerox.com/Services/XIPParser  XIP carries out linguistic analysis (parsing) of text documents.  Discourse analysis within documents:  Sentence detection based on rhetorical markers Duygu Simsek duygu.simsek@open.ac.uk
  • 18. Candidate Analytics Technologies: XIP (Xerox Incremental Parser) Textual (Discourse) Analysis  Analytics for scholarly writing. HUMAN ANNOTATION http://open.xerox.com/Services/XIPParser MACHINE ANNOTATION  XIP carries out linguistic analysis (parsing) of text documents.  Discourse analysis within documents:  Sentence detection based on rhetorical markers Duygu Simsek duygu.simsek@open.ac.uk
  • 19. Candidate Analytics Technologies: OpenMentor Feedback system to deliver meaningful assessment to students  An open source mentoring tool for http://openmentor.kcl.ac.uk/openmentor-web/ tutors to:  Help them to reflect on the quality of the feedback they give their students on online submitted assignments.  Analyse tutor’s feedback based on categories: positive/negative reactions, questions and attempted answers.  Provide analysis reports to show and enhance tutor’s feedback styles. Duygu Simsek duygu.simsek@open.ac.uk
  • 20. Suggestions & Ideas? Have you ever heard of or used similar tools that you can recommend to me that could enhance scientific reading and writing abilities of trainee scientists? Duygu Simsek duygu.simsek@open.ac.uk