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MAKING VISIBLE THE INVISIBLE               “Library Unbound” Seattle Public Library Commission
                                                                           Seattle Public Library




                    Data Art for the Networked Community
Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                UCDARNET                       August 7, 2012            1
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              2
MAKING VISIBLE THE INVISIBLE                                                   Seattle Public Library




   SPL Library: Architectural InfraStructure Transformations
                                Rem Koolhaas radical redesign


                             Open public research computerized spaces

                             Spiral lay-out book storage stacks

                             Wired librarians (offices turned into open spaces)

                             RFID automated checkout and return sorting




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                       UCDARNET                   August 7, 2012              3
MAKING VISIBLE THE INVISIBLE                            Seattle Public Library




   Book Spiral: Dewey Classification in a Continuous Ribbon




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET    August 7, 2012              4
MAKING VISIBLE THE INVISIBLE                                 Seattle Public Library




   Dewey Coded Floor Spiral




                                .jp




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                     UCDARNET   August 7, 2012              5
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




   Automated RF System Check-in, Check-out




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              6
MAKING VISIBLE THE INVISIBLE                             Seattle Public Library


   Librarians Set Loose: Traded Office Space for
   Commdevice




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET     August 7, 2012              7
MAKING VISIBLE THE INVISIBLE                                           Seattle Public Library




   Visualizing the Collective Data Space: The Library As Data Exchange Center




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                 UCDARNET                 August 7, 2012              8
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




   Librarians & Visualization




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              9
MAKING VISIBLE THE INVISIBLE                                       Seattle Public Library




   “Making Visible the Invisible”, a 10 year Visualization Project 2004-2014
                           For the next ten years: Collect hourly
                            circulation of books, analyze the data,
                            and represent through visualizations
                           Data animations are featured on 6 large
                            LCD panels located on a glass wall
                            horizontally behind the librarians’ main
                            information desk
                           in the Mixing Chamber, a large open
                            19,500 sq ft space dedicated to
                            information retrieval and public
Media Arts and Technology   accessible computer research.
Graduate Program
UC Santa Barbara


   George Legrady                   UCDARNET            August 7, 2012              10
MAKING VISIBLE THE INVISIBLE                                          Seattle Public Library




   Research Phase (fall 2003-spr 2005)
                             1 week residency to learn about the library,
                              its operations, etc.
                             Correlation is made between the flow of
                              data (books, DVD) leaving the library and
                              what the community of patrons considers
                              interesting information at any specific
                              time.
                             The circulation of books is information that
                              can be calculated mathematically and
                              represented visually.
Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                     UCDARNET            August 7, 2012              11
MAKING VISIBLE THE INVISIBLE                                                Seattle Public Library




   What are the Research Questions?
                             Focus on the library as a “Data Exchange Center”

                             Information in circulation: Meaning to emerge out
                              of the organization of data
                             Emergence driven: Local individual actions
                              (checking out books/dvds) add up to collective
                              positions: representative of the communal thinking!
                             How to transform the collecting and processing of
                              data into an aesthetic experience: Emphasis on
                              narrative, metaphoric, associative expression
                             Visualizations: Based on the organization of the
Media Arts and Technology     data, according to rule-based processes
Graduate Program
UC Santa Barbara


   George Legrady                       UCDARNET                August 7, 2012              12
MAKING VISIBLE THE INVISIBLE                                        Seattle Public Library




   Challenges: Negotiating Data Access, Privacy, Reliability
                           Libraries & other archival institutions are
                            not used to dynamic artworks that plug
                            into their system for data
                           Much negotiation with the IT sector for
                            access to data over long time
                           Obvious main concerns: Security, privacy
                            protection, system integrity, virus
                            protection, maintenance, etc.
                           Reliability Issue: Project has to be
                            reliable, self-sustaining for the next ten
                            years
Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                   UCDARNET             August 7, 2012              13
MAKING VISIBLE THE INVISIBLE                                                       Seattle Public Library




   3 Related Previous Projects: 1992-2001
                               An Anecdoted Archive From the Cold War, 1992
                                A collection of historical & personal objects organized
                                according to an invented classification system (Floorplan)

                               Slippery Traces, 1995
                                Navigation through 250 postcards (classified into 26
                                chapters) according to multilayered rules inscribed in
                                database (picture within picture navigation links)

                               Pockets Full of Memories, 2001
                                A dynamically growing collection of artifacts with data sets
                                provided by the public. The objects are dynamically self-
Media Arts and Technology       organized in a 2D map continuously creating a global order
Graduate Program
UC Santa Barbara


   George Legrady                          UCDARNET                    August 7, 2012              14
MAKING VISIBLE THE INVISIBLE                                                       Seattle Public Library




   Anecdoted Archive from the Cold War: 1992
                                A collection of historical & personal objects organized
                                according to a “hardwired” classification system: Museum
                                floorplan; 8 rooms/chapters; each with 6 to 12 stories; each
                                story has mutiple narratives based on object grouping




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                          UCDARNET                    August 7, 2012              15
MAKING VISIBLE THE INVISIBLE                                                     Seattle Public Library




   Slippery Traces: 1995
                                250 postcards organized into 26 chapters. Multilinear
                                relational database structure: Navigation from image to
                                image according to rules inscribed in database with picture
                                within picture navigation links)




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                         UCDARNET                   August 7, 2012              16
MAKING VISIBLE THE INVISIBLE                                                       Seattle Public Library




   Pockets Full of Memories: 2001-2006
                                A dynamically growing collection of artifacts provided by the
                                public with data sets through a questionnaire. The objects are
                                dynamically self-organized in a 2D Visualization map. Local
                                similarities emerging into a global order.




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                          UCDARNET                    August 7, 2012              17
MAKING VISIBLE THE INVISIBLE                                           Seattle Public Library




   Phase I: Concept & Design Development (2003) | With Andreas Schlegel
                             Visualizations experimentations: Rapid
                              prototyping rough sketches focused on look
                              and feel of still & animations
                             Dewey Decimal Classification system
                             Online Tracking of Flow of data:
                              http://128.111.221.74/parsing/index.php




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                     UCDARNET             August 7, 2012              18
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              19
MAKING VISIBLE THE INVISIBLE                                         Seattle Public Library




   Significant Area: Digital Data Processing / Management
                              Basic method: [data collection] -> [data
                               processing] -> [visualization]
                              Bulk of the work: The [data processing] in-
                               between incoming data and the
                               visualization
                              Data is received every 10 minutes (3000
                               per hour, 20000 transactions per day)
                              Operating for the next ten years (2014)


MediaIn:DATA
                     <Processing>
       Arts and Technology
Graduate Program
UC Santa Barbara
                                                          Out:VISUALIZATION



   George Legrady                      UCDARNET           August 7, 2012              20
MAKING VISIBLE THE INVISIBLE                                       Seattle Public Library




  Data Processing & Metadata
                How: by tracking the circulation of
                 books/media
                Require: Regular access to real-time data
                 over long time
                Methods: Calculations based on metadata
                          All books & media (cds, dvds, etc.) are RF
                           tagged
                          System tracks circulation automatically
                           Metadata: Catalog Num; bibliography
                            Num; date/time stamps; collection code;
Media Arts and Technology
                            itemtype; barcode; title; callNumber; Dewey
Graduate Program
UC Santa Barbara
                            class; keywords.

  George Legrady                   UCDARNET            August 7, 2012              21
MAKING VISIBLE THE INVISIBLE                                                      Seattle Public Library




   Dewey Classification System: Ten topics each subdivided into 100 subclasses

                                000 - Generalities
                                100 - Philosophy & Psychology
                                200 - Religion
                                300 - Social Science
                                400 - Language
                                500 - Natural Science & Mathematics
                                600 - Technology & Applied Sciences
                                700 - Arts
                                800 - Literature
                                900 - Geography & History

                            “Untangling my chopsticks” has the Dewey label 641.5952,
Media Arts and Technology
Graduate Program                (placed in the 641 “Food & drink” section)
UC Santa Barbara


   George Legrady                            UCDARNET                 August 7, 2012              22
MAKING VISIBLE THE INVISIBLE                                                   Seattle Public Library




   Metadata in XML Format
                        <transaction>
                           <itemNumber>1531202</itemNumber>
                           <bibNumber>2180049</bibNumber>
                           <ckodate>2005-04-20</ckodate>
                           <ckotime>16:55:00</ckotime>
                           <ckidate>2005-05-06</ckidate>
                           <ckitime>18:21:00</ckitime>
                           <collcode>nanf</collcode>
                           <itemtype>acbk</itemtype>
                           <barcode>0010045801205</barcode>
                           <title>Untangling my chopsticks, a culinary sojourn in Kyoto</title>
                           <callNumber>641.5952 R358U 2003</callNumber>
                           <deweyClass>641.5952</deweyClass>
                           <subjects>
                            <subject>Cookery Japanese</subject>
                            <subject>Japanese tea ceremony</subject>
                            <subject>Kyoto Japan Social life and customs</subject>
                            <subject>Food habits Japan Kyoto</subject>
Media Arts and Technology </subjects>
Graduate Program         </transaction>
UC Santa Barbara


   George Legrady                      UCDARNET                     August 7, 2012              23
MAKING VISIBLE THE INVISIBLE                                            Seattle Public Library




   Phase II: Visual Exploration & System Planning (2004) | With August Black

                             System, data storage discussions with SPL IT
                             Experimentation with graphic visualizations:
                              spectral pulses; radar plots; bezier/spirals,
                              Voronoi variations
                             Planning the datastructure: its organization,
                              questions of what to look for, what patterns,
                              keywords?




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                      UCDARNET             August 7, 2012              24
MAKING VISIBLE THE INVISIBLE                                                  Seattle Public Library




   Phase III: System Architecture, Design & Production | With Rama Hoetzlein

                             July 2005: System Architecture: Design
                              and production
                             Aug 2005: Data Flow Structure and
                              Visualizations (without access to real
                              data)
                             Sept 5-12, 2005: Seattle Installation:
                                 1 week to install
                                 First realtime access to data
                                 Hardware/Software synchronization
                                 Interface with IT
Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                       UCDARNET                  August 7, 2012              25
MAKING VISIBLE THE INVISIBLE                                                     Seattle Public Library




   Rama Hoetzlein: System Development (summer/fall 2005)
                               System overview (for continuous, large scale data
                                analysis and real-time visualization)
                               Data Analysis Overview
                               Keyword Frequency Analysis
                               Storing Data over time (10 years)
                               Visualization Processes (Realtime graphics,
                                synchronizataion, data retrieval)
                               Network Data Flow (Server, clients, data transfer)
                               Multiple Visualization Timing
                               Visualization Management (Layered processes, GameX
                                interface)
Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                         UCDARNET                   August 7, 2012              26
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




   Librarians & Visualization




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              27
MAKING VISIBLE THE INVISIBLE                                                        Seattle Public Library




   1 _Vital Statistics, Fall 2005
                               The day’s and last hour’s circulation activities
                               1) Total items, 2) Dewey, 3) Non-Dewey, 4) Books,5)
                                DVD, 6) CD’s and other media
                               Background color changes with time throughout day
                               IMPACT: Statistical overview, a form of clock at glance




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                          UCDARNET                     August 7, 2012              28
MAKING VISIBLE THE INVISIBLE                                                      Seattle Public Library




   2 _Floating Titles: Fall 2005
                               Time based, linear stream of the last hour’s titles,
                                timestamped, spatialized (far, close), and color coded
                                (books, media)
                               IMPACT: Sequence provides unexpected associations




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                         UCDARNET                    August 7, 2012              29
MAKING VISIBLE THE INVISIBLE                                                       Seattle Public Library




   3 _Dot Matrix Rain: Fall 2005
                               Non-Dewey titles fall from the top of screen (gravity
                                metaphor), Dewey titles pop up on screen
                               Finale: Overall Dewey activity trace
                               IMPACT: Relational overview (for librarians) between
                                Dewey, non-dewey, books, and media.




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                          UCDARNET                    August 7, 2012              30
MAKING VISIBLE THE INVISIBLE                                                     Seattle Public Library




   4 _Keyword Map Attack: Fall 2005
                               Word Frequency Index of significant title words, and
                                Marc associated keywords, spatially plotted according to
                                Dewey order, color coded, based on usage
                               IMPACT: Maps topics of interests based on keywords
                                transcending Dewey categories




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                         UCDARNET                   August 7, 2012              31
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              32
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              33
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              34
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              35
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              36
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              37
MAKING VISIBLE THE INVISIBLE                           Seattle Public Library




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET   August 7, 2012              38
MAKING VISIBLE THE INVISIBLE                              Seattle Public Library




   Front and Back Views of the Visualization Installation




Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady               UCDARNET      August 7, 2012              39
MAKING VISIBLE THE INVISIBLE                                      Seattle Public Library




   Challenges for a Ten Year Digital Media Arts Project
                           What to map to show “Change Over time”
                           Search for patterns: What exactly to look
                            for?
                           External correlation (news events)?
                            relevant?
                           Feedback: How does the visualization
                            impact on circulation?
                           How do the librarians react to the
                            visualized information, and the participatory
Media Arts and Technology   need of technical support?
Graduate Program
UC Santa Barbara


   George Legrady                   UCDARNET           August 7, 2012              40
MAKING VISIBLE THE INVISIBLE                                         Seattle Public Library




   Review & Evaluation Issues
                             Best realization method: Custom software
                              design defined by the task at hand
                             Collaborative Development requires a
                              particular mindset from participants
                             Technology changes every 3 years: Long
                              term technological artwork requires
                              maintenance program and budget
                             Institution must be competent to feature
                              and willing to support technologally
                              complex artworks
Media Arts and Technology
Graduate Program
UC Santa Barbara


   George Legrady                     UCDARNET           August 7, 2012              41
MAKING VISIBLE THE INVISIBLE                                                    Seattle Public Library




   Credits
                            Technical Design, Research & Production
                                   Andreas Schlegel, Preliminary interaction Design,
                                    website, data organization (2003-2004)
                                   August Black, Preliminary data organization and
                                    visualization, system administration (2004-2005)
                                   Rama Hoetzlein/Mark Zifchock Team, Final
                                    Engineering design, data organization, and production
                                    (Summer 2005)


                            Sponsors
                                   Seattle Public Library
                                   Seattle Arts Commission
Media Arts and Technology          Committee of 33, Seattle
Graduate Program
UC Santa Barbara                   NSF IGERT multimedia Research

   George Legrady                         UCDARNET                  August 7, 2012              42

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Data Art for the Networked Community

  • 1. MAKING VISIBLE THE INVISIBLE “Library Unbound” Seattle Public Library Commission Seattle Public Library Data Art for the Networked Community Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 1
  • 2. MAKING VISIBLE THE INVISIBLE Seattle Public Library Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 2
  • 3. MAKING VISIBLE THE INVISIBLE Seattle Public Library SPL Library: Architectural InfraStructure Transformations Rem Koolhaas radical redesign  Open public research computerized spaces  Spiral lay-out book storage stacks  Wired librarians (offices turned into open spaces)  RFID automated checkout and return sorting Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 3
  • 4. MAKING VISIBLE THE INVISIBLE Seattle Public Library Book Spiral: Dewey Classification in a Continuous Ribbon Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 4
  • 5. MAKING VISIBLE THE INVISIBLE Seattle Public Library Dewey Coded Floor Spiral .jp Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 5
  • 6. MAKING VISIBLE THE INVISIBLE Seattle Public Library Automated RF System Check-in, Check-out Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 6
  • 7. MAKING VISIBLE THE INVISIBLE Seattle Public Library Librarians Set Loose: Traded Office Space for Commdevice Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 7
  • 8. MAKING VISIBLE THE INVISIBLE Seattle Public Library Visualizing the Collective Data Space: The Library As Data Exchange Center Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 8
  • 9. MAKING VISIBLE THE INVISIBLE Seattle Public Library Librarians & Visualization Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 9
  • 10. MAKING VISIBLE THE INVISIBLE Seattle Public Library “Making Visible the Invisible”, a 10 year Visualization Project 2004-2014  For the next ten years: Collect hourly circulation of books, analyze the data, and represent through visualizations  Data animations are featured on 6 large LCD panels located on a glass wall horizontally behind the librarians’ main information desk  in the Mixing Chamber, a large open 19,500 sq ft space dedicated to information retrieval and public Media Arts and Technology accessible computer research. Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 10
  • 11. MAKING VISIBLE THE INVISIBLE Seattle Public Library Research Phase (fall 2003-spr 2005)  1 week residency to learn about the library, its operations, etc.  Correlation is made between the flow of data (books, DVD) leaving the library and what the community of patrons considers interesting information at any specific time.  The circulation of books is information that can be calculated mathematically and represented visually. Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 11
  • 12. MAKING VISIBLE THE INVISIBLE Seattle Public Library What are the Research Questions?  Focus on the library as a “Data Exchange Center”  Information in circulation: Meaning to emerge out of the organization of data  Emergence driven: Local individual actions (checking out books/dvds) add up to collective positions: representative of the communal thinking!  How to transform the collecting and processing of data into an aesthetic experience: Emphasis on narrative, metaphoric, associative expression  Visualizations: Based on the organization of the Media Arts and Technology data, according to rule-based processes Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 12
  • 13. MAKING VISIBLE THE INVISIBLE Seattle Public Library Challenges: Negotiating Data Access, Privacy, Reliability  Libraries & other archival institutions are not used to dynamic artworks that plug into their system for data  Much negotiation with the IT sector for access to data over long time  Obvious main concerns: Security, privacy protection, system integrity, virus protection, maintenance, etc.  Reliability Issue: Project has to be reliable, self-sustaining for the next ten years Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 13
  • 14. MAKING VISIBLE THE INVISIBLE Seattle Public Library 3 Related Previous Projects: 1992-2001  An Anecdoted Archive From the Cold War, 1992 A collection of historical & personal objects organized according to an invented classification system (Floorplan)  Slippery Traces, 1995 Navigation through 250 postcards (classified into 26 chapters) according to multilayered rules inscribed in database (picture within picture navigation links)  Pockets Full of Memories, 2001 A dynamically growing collection of artifacts with data sets provided by the public. The objects are dynamically self- Media Arts and Technology organized in a 2D map continuously creating a global order Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 14
  • 15. MAKING VISIBLE THE INVISIBLE Seattle Public Library Anecdoted Archive from the Cold War: 1992 A collection of historical & personal objects organized according to a “hardwired” classification system: Museum floorplan; 8 rooms/chapters; each with 6 to 12 stories; each story has mutiple narratives based on object grouping Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 15
  • 16. MAKING VISIBLE THE INVISIBLE Seattle Public Library Slippery Traces: 1995 250 postcards organized into 26 chapters. Multilinear relational database structure: Navigation from image to image according to rules inscribed in database with picture within picture navigation links) Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 16
  • 17. MAKING VISIBLE THE INVISIBLE Seattle Public Library Pockets Full of Memories: 2001-2006 A dynamically growing collection of artifacts provided by the public with data sets through a questionnaire. The objects are dynamically self-organized in a 2D Visualization map. Local similarities emerging into a global order. Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 17
  • 18. MAKING VISIBLE THE INVISIBLE Seattle Public Library Phase I: Concept & Design Development (2003) | With Andreas Schlegel  Visualizations experimentations: Rapid prototyping rough sketches focused on look and feel of still & animations  Dewey Decimal Classification system  Online Tracking of Flow of data: http://128.111.221.74/parsing/index.php Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 18
  • 19. MAKING VISIBLE THE INVISIBLE Seattle Public Library Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 19
  • 20. MAKING VISIBLE THE INVISIBLE Seattle Public Library Significant Area: Digital Data Processing / Management  Basic method: [data collection] -> [data processing] -> [visualization]  Bulk of the work: The [data processing] in- between incoming data and the visualization  Data is received every 10 minutes (3000 per hour, 20000 transactions per day)  Operating for the next ten years (2014) MediaIn:DATA <Processing> Arts and Technology Graduate Program UC Santa Barbara Out:VISUALIZATION George Legrady UCDARNET August 7, 2012 20
  • 21. MAKING VISIBLE THE INVISIBLE Seattle Public Library Data Processing & Metadata  How: by tracking the circulation of books/media  Require: Regular access to real-time data over long time  Methods: Calculations based on metadata  All books & media (cds, dvds, etc.) are RF tagged  System tracks circulation automatically  Metadata: Catalog Num; bibliography Num; date/time stamps; collection code; Media Arts and Technology itemtype; barcode; title; callNumber; Dewey Graduate Program UC Santa Barbara class; keywords. George Legrady UCDARNET August 7, 2012 21
  • 22. MAKING VISIBLE THE INVISIBLE Seattle Public Library Dewey Classification System: Ten topics each subdivided into 100 subclasses 000 - Generalities 100 - Philosophy & Psychology 200 - Religion 300 - Social Science 400 - Language 500 - Natural Science & Mathematics 600 - Technology & Applied Sciences 700 - Arts 800 - Literature 900 - Geography & History “Untangling my chopsticks” has the Dewey label 641.5952, Media Arts and Technology Graduate Program (placed in the 641 “Food & drink” section) UC Santa Barbara George Legrady UCDARNET August 7, 2012 22
  • 23. MAKING VISIBLE THE INVISIBLE Seattle Public Library Metadata in XML Format <transaction> <itemNumber>1531202</itemNumber> <bibNumber>2180049</bibNumber> <ckodate>2005-04-20</ckodate> <ckotime>16:55:00</ckotime> <ckidate>2005-05-06</ckidate> <ckitime>18:21:00</ckitime> <collcode>nanf</collcode> <itemtype>acbk</itemtype> <barcode>0010045801205</barcode> <title>Untangling my chopsticks, a culinary sojourn in Kyoto</title> <callNumber>641.5952 R358U 2003</callNumber> <deweyClass>641.5952</deweyClass> <subjects> <subject>Cookery Japanese</subject> <subject>Japanese tea ceremony</subject> <subject>Kyoto Japan Social life and customs</subject> <subject>Food habits Japan Kyoto</subject> Media Arts and Technology </subjects> Graduate Program </transaction> UC Santa Barbara George Legrady UCDARNET August 7, 2012 23
  • 24. MAKING VISIBLE THE INVISIBLE Seattle Public Library Phase II: Visual Exploration & System Planning (2004) | With August Black  System, data storage discussions with SPL IT  Experimentation with graphic visualizations: spectral pulses; radar plots; bezier/spirals, Voronoi variations  Planning the datastructure: its organization, questions of what to look for, what patterns, keywords? Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 24
  • 25. MAKING VISIBLE THE INVISIBLE Seattle Public Library Phase III: System Architecture, Design & Production | With Rama Hoetzlein  July 2005: System Architecture: Design and production  Aug 2005: Data Flow Structure and Visualizations (without access to real data)  Sept 5-12, 2005: Seattle Installation:  1 week to install  First realtime access to data  Hardware/Software synchronization  Interface with IT Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 25
  • 26. MAKING VISIBLE THE INVISIBLE Seattle Public Library Rama Hoetzlein: System Development (summer/fall 2005)  System overview (for continuous, large scale data analysis and real-time visualization)  Data Analysis Overview  Keyword Frequency Analysis  Storing Data over time (10 years)  Visualization Processes (Realtime graphics, synchronizataion, data retrieval)  Network Data Flow (Server, clients, data transfer)  Multiple Visualization Timing  Visualization Management (Layered processes, GameX interface) Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 26
  • 27. MAKING VISIBLE THE INVISIBLE Seattle Public Library Librarians & Visualization Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 27
  • 28. MAKING VISIBLE THE INVISIBLE Seattle Public Library 1 _Vital Statistics, Fall 2005  The day’s and last hour’s circulation activities  1) Total items, 2) Dewey, 3) Non-Dewey, 4) Books,5) DVD, 6) CD’s and other media  Background color changes with time throughout day  IMPACT: Statistical overview, a form of clock at glance Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 28
  • 29. MAKING VISIBLE THE INVISIBLE Seattle Public Library 2 _Floating Titles: Fall 2005  Time based, linear stream of the last hour’s titles, timestamped, spatialized (far, close), and color coded (books, media)  IMPACT: Sequence provides unexpected associations Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 29
  • 30. MAKING VISIBLE THE INVISIBLE Seattle Public Library 3 _Dot Matrix Rain: Fall 2005  Non-Dewey titles fall from the top of screen (gravity metaphor), Dewey titles pop up on screen  Finale: Overall Dewey activity trace  IMPACT: Relational overview (for librarians) between Dewey, non-dewey, books, and media. Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 30
  • 31. MAKING VISIBLE THE INVISIBLE Seattle Public Library 4 _Keyword Map Attack: Fall 2005  Word Frequency Index of significant title words, and Marc associated keywords, spatially plotted according to Dewey order, color coded, based on usage  IMPACT: Maps topics of interests based on keywords transcending Dewey categories Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 31
  • 32. MAKING VISIBLE THE INVISIBLE Seattle Public Library Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 32
  • 33. MAKING VISIBLE THE INVISIBLE Seattle Public Library Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 33
  • 34. MAKING VISIBLE THE INVISIBLE Seattle Public Library Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 34
  • 35. MAKING VISIBLE THE INVISIBLE Seattle Public Library Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 35
  • 36. MAKING VISIBLE THE INVISIBLE Seattle Public Library Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 36
  • 37. MAKING VISIBLE THE INVISIBLE Seattle Public Library Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 37
  • 38. MAKING VISIBLE THE INVISIBLE Seattle Public Library Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 38
  • 39. MAKING VISIBLE THE INVISIBLE Seattle Public Library Front and Back Views of the Visualization Installation Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 39
  • 40. MAKING VISIBLE THE INVISIBLE Seattle Public Library Challenges for a Ten Year Digital Media Arts Project  What to map to show “Change Over time”  Search for patterns: What exactly to look for?  External correlation (news events)? relevant?  Feedback: How does the visualization impact on circulation?  How do the librarians react to the visualized information, and the participatory Media Arts and Technology need of technical support? Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 40
  • 41. MAKING VISIBLE THE INVISIBLE Seattle Public Library Review & Evaluation Issues  Best realization method: Custom software design defined by the task at hand  Collaborative Development requires a particular mindset from participants  Technology changes every 3 years: Long term technological artwork requires maintenance program and budget  Institution must be competent to feature and willing to support technologally complex artworks Media Arts and Technology Graduate Program UC Santa Barbara George Legrady UCDARNET August 7, 2012 41
  • 42. MAKING VISIBLE THE INVISIBLE Seattle Public Library Credits Technical Design, Research & Production  Andreas Schlegel, Preliminary interaction Design, website, data organization (2003-2004)  August Black, Preliminary data organization and visualization, system administration (2004-2005)  Rama Hoetzlein/Mark Zifchock Team, Final Engineering design, data organization, and production (Summer 2005) Sponsors  Seattle Public Library  Seattle Arts Commission Media Arts and Technology  Committee of 33, Seattle Graduate Program UC Santa Barbara  NSF IGERT multimedia Research George Legrady UCDARNET August 7, 2012 42

Editor's Notes

  • #4: Library: Innovative Architecture . Rem Koolhaas went beyond designing a building . Studied the library and transformed it: Open spaces Spiral storage of books Wired librarians High Tech transformation Book management as Data:
  • #5: Book Spiral Concept . Library is half full .
  • #11: . SPL Commission (2005) . Visualing circulation of books (for next ten years) . 6 large LCD panels / Mixing Chamber
  • #12: MVI Concept . To visualize what the community is thinking
  • #13: Research Questions . Library as data exchange center . Circulation of books