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Managing the Social Dynamics
  of Collective Intelligence
           Ben Shneiderman       ben@cs.umd.edu
                     Twitter: @benbendc

 Founding Director (1983-2000), Human-Computer Interaction Lab
          Professor, Department of Computer Science
        Member, Institute for Advanced Computer Studies
Apply social media to transform society


 • Improve medical care, health/wellness
 • Promote energy & water conservation
 • Prevent disasters & terrorism
 • Increase community safety
 • Improve education
 • Facilitate good government
 • Resolve conflicts
Challenges


 • Malicious attacks
 • Privacy violations
 • Not trusted
 • Fails to be universal
 • Unreliable when needed
 • Misuse by
   • Terrrorists & criminals
   • Promoters of racial hatred
   • Political oppressers
Early Steps

                  Informal Gathering
          College Park, MD, April 2009


  Article: Science March 2009



BEN SHNEIDERMAN




                                         http://iparticipate.wikispaces.com
NSF Workshops: Academics, Industry, Gov’t




 Jenny Preece (PI), Peter Pirolli & Ben Shneiderman (Co-PIs)
                     www.tmsp.umd.edu
Cyberinfrastructure for Social Action on National Priorities

                            - Scientific Foundations

                            - Advancing Design of
                              Social Participation Systems

                            - Visions of What is Possible With Sharable
                              Socio-technical Infrastructure

                            - Participating in Health 2.0

                            - Educational Priorities for
                              Technology Mediated Social Participation

                            - Engaging the Public in Open Government:
                              Social Media Technology and
                              Policy for Government Transparency
Aspen Institute: Networks and Citizenship
Summer Social Webshop: August 23-26, 2011
Summer Social Webshop: August 23-26, 2011
Collective Intelligence 2012
Collective Intelligence 2012
International Efforts
                        Community Informatics
                          Research Network
UN Millennium Development Goals

To be achieved by 2015 and hunger
• Eradicate extreme poverty
 • Achieve universal primary education
 • Promote gender equality and empower women
 • Reduce child mortality
 • Improve maternal health
 • Combat HIV/AIDS, malaria and other diseases
 • Ensure environmental sustainability
 • Develop a global partnership for development
Vision: Social Participation

  1) National Priorities
     • Disaster response, community safety
     • Health, energy, education, e-government
     • Environmental awareness, biodiversity

  2) Deep Science
     • How do social media networks evolve?
     • How can participation be increased?

  3) Extreme Technology
     • Scalable, reliable, universal, manageable
     • Protect privacy, stop attacks, resolve conflicts
911.gov: Internet & mobile devices
                                                         Sending SMS
                                                         message to
                                                         911,




• Residents report information
                                                         includes your
                                                         phone number,
                                                         location and
                                                         time




• Professionals disseminate instructions
• Resident-to-Resident assistance
 Professionals in control
  while working with
  empowered residents


         Shneiderman & Preece, Science (Feb. 16, 2007)
               www.cs.umd.edu/hcil/911gov
911.gov: Internet & mobile devices
                                                         Sending SMS
                                                         message to
                                                         911,




• Residents report information
                                                         includes your
                                                         phone number,
                                                         location and
                                                         time




• Professionals disseminate instructions
• Resident-to-Resident assistance
 Professionals in control
  while working with
  empowered residents


         Shneiderman & Preece, Science (Feb. 16, 2007)
               www.cs.umd.edu/hcil/911gov
Reporting: Community Safety




watchjeffersoncounty.net
  nationofneighbors.net
Biodiversity: Encyclopedia of Life




                 eol.org
From Reader to Leader:
Motivating Technology-Mediated Social Participation




 All
Users                  Reader                Contributor        Collaborator
                                                                               `   Leader




        Preece & Shneiderman, AIS Trans. Human-Computer Interaction1 (1), 2009
                      aisel.aisnet.org/thci/vol1/iss1/5/
NodeXL:
Network Overview for Discovery & Exploration in Excel




            www.codeplex.com/nodexl
NodeXL: Import Dialogs




  www.codeplex.com/nodexl
Tweets at #WIN09 Conference: 2 groups
Twitter discussion of #GOP

                       Red: Republicans, anti-Obama,
                         mention Fox
                       Blue: Democrats, pro-Obama,
                         mention CNN
                       Green: non-affiliated

                       Node size is number of followers
                       Politico is major bridging group
WWW2010 Twitter Community
WWW2011 Twitter Community: Grouped
#Healthcare Tweets




              www.codeplex.com/nodexl/
Twitter networks: #SOTU
Twitter networks: #ci2012 (10:30am)
Twitter networks: #ci2012 (3:15pm)
CHI2010 Twitter Community




              www.codeplex.com/nodexl/
Figure 7.11. : Lobbying Coalition Network connecting organizations (vertices) that have jointly filed
 comments on US Federal Communications Commission policies (edges). Vertex Size represents
number of filings and color represents Eigenvector Centrality (pink = higher). Darker edges connect
   organizations with many joint filings. Vertices were originally positioned using Fruchterman-
Rheingold and hand-positioned to respect clusters identified by NodeXL’s Find Clusters algorithm.
No Location              Philadelphia




                                                 Patent
                                                  Tech
                         Navy                    SBIR (federal)
                                                  PA DCED (state)
                                                  Related patent
                                        2: Federal agency
Pharmaceutical/Medical                  3: Enterprise

Pittsburgh Metro                        5: Inventors
                                        9: Universities
                                        10: PA DCED
                                        11/12: Phil/Pitt metro cnty

                                        13-15: Semi-rural/rural cnty
                                        17: Foreign countries
                                        19: Other states
Westinghouse Electric
No Location                     Philadelphia
 Innovation Clusters: People, Locations, Companies

                                                        Patent
                                                         Tech
                                 Navy                   SBIR (federal)
                                                         PA DCED (state)
                                                         Related patent
                                               2: Federal agency
Pharmaceutical/Medical                         3: Enterprise

Pittsburgh Metro                               5: Inventors
                                               9: Universities
                                               10: PA DCED
                                               11/12: Phil/Pitt metro cnty

                                               13-15: Semi-rural/rural cnty
                                               17: Foreign countries
                                               19: Other states
Westinghouse Electric
Analyzing Social Media Networks with NodeXL

                                     I. Getting Started with Analyzing Social Media Networks
                                        1. Introduction to Social Media and Social Networks
                                        2. Social media: New Technologies of Collaboration
                                        3. Social Network Analysis

                                     II. NodeXL Tutorial: Learning by Doing
                                         4. Layout, Visual Design & Labeling
                                         5. Calculating & Visualizing Network Metrics
                                         6. Preparing Data & Filtering
                                         7. Clustering &Grouping

                                     III Social Media Network Analysis Case Studies
                                         8. Email
                                         9. Threaded Networks
                                        10. Twitter
                                        11. Facebook
                                        12. WWW
                                        13. Flickr
                                        14. YouTube
                                        15. Wiki Networks




http://www.elsevier.com/wps/find/bookdescription.cws_home/723354/description
Leaders Matter: Community Safety Groups




      25 communities, 5-72 registered members
Active leaders were necessary for growth and survival


               Sopan, Rey, et al. HCIL Tech Report
Conference Monitoring & Intervention




 3000+ tweets with #Ttw12 from 447 unique IDs
            Sopan, Rey, et al. HCIL Tech Report
Social Discovery: Create Capacity & Seek Solutions




                     Social         Create                Seek
                   Discover        Capacity             Solutions
                   y

                               Assemble             Ask questions
                    Initiate   thesauri             Offer challenge
                   Requests    Collate catalogs     Desire
                               Aggregate info       collaboration
                               Curate collections   Seek experts

                               Tag/taxonomize       Give answers
                    Provide    Comment/annotat      Respond to
                   Respons     e                    challenge
                   es          Rank/rate/review     Discuss
                               Summarize            alternatives Offer
                                                    advice




              Information Services & Use 31 (2011)
29th Annual Symposium
    May 22-23, 2012

 www.cs.umd.edu/hcil
Vision: Social Participation

  1) National Priorities
     • Disaster response, community safety
     • Health, energy, education, e-government
     • Environmental awareness, biodiversity

  2) Deep Science
     • How do social media networks evolve?
     • How can participation be increased?

  3) Extreme Technology
     • Scalable, reliable, universal, manageable
     • Protect privacy, stop attacks, resolve conflicts
Let’s get to work!
•   Do great research!!!!  Inspirational

•   Government
     • National Initiative for Social Participation
     • Develop Federal & Local applications
•   Universities
     • Add courses & degree programs
     • Help Federal & Local governments
•   Industry
     • Offer researchers access to data
     • Develop infrastructure and analysis tools

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Managing Social Dynamics for Collective Intelligence

  • 1. Managing the Social Dynamics of Collective Intelligence Ben Shneiderman ben@cs.umd.edu Twitter: @benbendc Founding Director (1983-2000), Human-Computer Interaction Lab Professor, Department of Computer Science Member, Institute for Advanced Computer Studies
  • 2. Apply social media to transform society • Improve medical care, health/wellness • Promote energy & water conservation • Prevent disasters & terrorism • Increase community safety • Improve education • Facilitate good government • Resolve conflicts
  • 3. Challenges • Malicious attacks • Privacy violations • Not trusted • Fails to be universal • Unreliable when needed • Misuse by • Terrrorists & criminals • Promoters of racial hatred • Political oppressers
  • 4. Early Steps Informal Gathering College Park, MD, April 2009 Article: Science March 2009 BEN SHNEIDERMAN http://iparticipate.wikispaces.com
  • 5. NSF Workshops: Academics, Industry, Gov’t Jenny Preece (PI), Peter Pirolli & Ben Shneiderman (Co-PIs) www.tmsp.umd.edu
  • 6. Cyberinfrastructure for Social Action on National Priorities - Scientific Foundations - Advancing Design of Social Participation Systems - Visions of What is Possible With Sharable Socio-technical Infrastructure - Participating in Health 2.0 - Educational Priorities for Technology Mediated Social Participation - Engaging the Public in Open Government: Social Media Technology and Policy for Government Transparency
  • 7. Aspen Institute: Networks and Citizenship
  • 8. Summer Social Webshop: August 23-26, 2011
  • 9. Summer Social Webshop: August 23-26, 2011
  • 12. International Efforts Community Informatics Research Network
  • 13. UN Millennium Development Goals To be achieved by 2015 and hunger • Eradicate extreme poverty • Achieve universal primary education • Promote gender equality and empower women • Reduce child mortality • Improve maternal health • Combat HIV/AIDS, malaria and other diseases • Ensure environmental sustainability • Develop a global partnership for development
  • 14. Vision: Social Participation 1) National Priorities • Disaster response, community safety • Health, energy, education, e-government • Environmental awareness, biodiversity 2) Deep Science • How do social media networks evolve? • How can participation be increased? 3) Extreme Technology • Scalable, reliable, universal, manageable • Protect privacy, stop attacks, resolve conflicts
  • 15. 911.gov: Internet & mobile devices Sending SMS message to 911, • Residents report information includes your phone number, location and time • Professionals disseminate instructions • Resident-to-Resident assistance Professionals in control while working with empowered residents Shneiderman & Preece, Science (Feb. 16, 2007) www.cs.umd.edu/hcil/911gov
  • 16. 911.gov: Internet & mobile devices Sending SMS message to 911, • Residents report information includes your phone number, location and time • Professionals disseminate instructions • Resident-to-Resident assistance Professionals in control while working with empowered residents Shneiderman & Preece, Science (Feb. 16, 2007) www.cs.umd.edu/hcil/911gov
  • 19. From Reader to Leader: Motivating Technology-Mediated Social Participation All Users Reader Contributor Collaborator ` Leader Preece & Shneiderman, AIS Trans. Human-Computer Interaction1 (1), 2009 aisel.aisnet.org/thci/vol1/iss1/5/
  • 20. NodeXL: Network Overview for Discovery & Exploration in Excel www.codeplex.com/nodexl
  • 21. NodeXL: Import Dialogs www.codeplex.com/nodexl
  • 22. Tweets at #WIN09 Conference: 2 groups
  • 23. Twitter discussion of #GOP Red: Republicans, anti-Obama, mention Fox Blue: Democrats, pro-Obama, mention CNN Green: non-affiliated Node size is number of followers Politico is major bridging group
  • 26. #Healthcare Tweets www.codeplex.com/nodexl/
  • 30. CHI2010 Twitter Community www.codeplex.com/nodexl/
  • 31. Figure 7.11. : Lobbying Coalition Network connecting organizations (vertices) that have jointly filed comments on US Federal Communications Commission policies (edges). Vertex Size represents number of filings and color represents Eigenvector Centrality (pink = higher). Darker edges connect organizations with many joint filings. Vertices were originally positioned using Fruchterman- Rheingold and hand-positioned to respect clusters identified by NodeXL’s Find Clusters algorithm.
  • 32. No Location Philadelphia Patent Tech Navy SBIR (federal) PA DCED (state) Related patent 2: Federal agency Pharmaceutical/Medical 3: Enterprise Pittsburgh Metro 5: Inventors 9: Universities 10: PA DCED 11/12: Phil/Pitt metro cnty 13-15: Semi-rural/rural cnty 17: Foreign countries 19: Other states Westinghouse Electric
  • 33. No Location Philadelphia Innovation Clusters: People, Locations, Companies Patent Tech Navy SBIR (federal) PA DCED (state) Related patent 2: Federal agency Pharmaceutical/Medical 3: Enterprise Pittsburgh Metro 5: Inventors 9: Universities 10: PA DCED 11/12: Phil/Pitt metro cnty 13-15: Semi-rural/rural cnty 17: Foreign countries 19: Other states Westinghouse Electric
  • 34. Analyzing Social Media Networks with NodeXL I. Getting Started with Analyzing Social Media Networks 1. Introduction to Social Media and Social Networks 2. Social media: New Technologies of Collaboration 3. Social Network Analysis II. NodeXL Tutorial: Learning by Doing 4. Layout, Visual Design & Labeling 5. Calculating & Visualizing Network Metrics 6. Preparing Data & Filtering 7. Clustering &Grouping III Social Media Network Analysis Case Studies 8. Email 9. Threaded Networks 10. Twitter 11. Facebook 12. WWW 13. Flickr 14. YouTube 15. Wiki Networks http://www.elsevier.com/wps/find/bookdescription.cws_home/723354/description
  • 35. Leaders Matter: Community Safety Groups 25 communities, 5-72 registered members Active leaders were necessary for growth and survival Sopan, Rey, et al. HCIL Tech Report
  • 36. Conference Monitoring & Intervention 3000+ tweets with #Ttw12 from 447 unique IDs Sopan, Rey, et al. HCIL Tech Report
  • 37. Social Discovery: Create Capacity & Seek Solutions Social Create Seek Discover Capacity Solutions y Assemble Ask questions Initiate thesauri Offer challenge Requests Collate catalogs Desire Aggregate info collaboration Curate collections Seek experts Tag/taxonomize Give answers Provide Comment/annotat Respond to Respons e challenge es Rank/rate/review Discuss Summarize alternatives Offer advice Information Services & Use 31 (2011)
  • 38. 29th Annual Symposium May 22-23, 2012 www.cs.umd.edu/hcil
  • 39. Vision: Social Participation 1) National Priorities • Disaster response, community safety • Health, energy, education, e-government • Environmental awareness, biodiversity 2) Deep Science • How do social media networks evolve? • How can participation be increased? 3) Extreme Technology • Scalable, reliable, universal, manageable • Protect privacy, stop attacks, resolve conflicts
  • 40. Let’s get to work! • Do great research!!!!  Inspirational • Government • National Initiative for Social Participation • Develop Federal & Local applications • Universities • Add courses & degree programs • Help Federal & Local governments • Industry • Offer researchers access to data • Develop infrastructure and analysis tools