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User research for the
development of search systems
        Max Kemman MSc
        Martijn Kleppe MA
              ESHCC


                            www.axes-project.eu
www.axes-project.eu
www.axes-project.eu
How do we search for images?
       By using words!
 (your own & someone else’s)


     New possibilities:
Speech- & Image recognition

            AXES:
Access to Audiovisual Archives
                                 www.axes-project.eu
Developing tools providing
    new engaging ways to interact
    with audiovisual libraries…
Not just search:
              Browse   Explore   Experience




                                      www.axes-project.eu
... for a multitude of end users...
           Broadcast professionals

           Academics

           Home users




                                     www.axes-project.eu
www.axes-project.eu
www.axes-project.eu
PoliMedia research question
What choices do different media make in the coverage
of people and topics while reporting on debates in the
Dutch parliament since the first televised evening news
                 in 1956 until 1995?




                                                 www.axes-project.eu
Issues with current approach
       Media analysis

      +              =   Too much
                           work



                          Limited
                          material

      +              =       and
                          different
                          systems

                               www.axes-project.eu
PoliMedia approach

 PoliMedia
                            Newspapers
   Portal
                               KB
                Staten
- Browse:
               Generaal      Television
  debate and
               Digitaal   Sound and Vision
  date
                  KB
- Search:
  debate and                   Radio
  person                        KB



                                       www.axes-project.eu
Presentation UB - 11-12-2012
                               www.axes-project.eu
Our research agenda
• Possibilities of eHumanities for research and
  education

• How and what do people search in our digital
  heritage collections?
  – Requirements
  – Testing


                   Presentation UB - 11-12-2012
                                                  www.axes-project.eu
User research
• Understanding the user
  – Acceptance
  – Performance
  – Capabilities
  – Weaknesses
• Goal
  – Creating systems that are intuitive and helpful to
    the users


                                                 www.axes-project.eu
Who are the users?
• We can distinguish groups, using
  classifications of
  – Roles (e.g., by occupation)
  – Demographic characteristics (e.g., age, gender)
• In AXES, we distinguish by role
  – Broadcast Professional
  – Academics (teachers, researchers, students)
  – Home users


                                              www.axes-project.eu
Getting to know the users
• Prior research
  – StatCounter, other literature
• Asking potential users
  – Interviews
  – Focus groups
  – Surveys
• Experiments


                                    www.axes-project.eu
The more, the merrier?




                   PhD student, History, 24
       Presentation UB - 11-12-2012
                                      www.axes-project.eu
The more, the merrier?
“If there is an easier way, I will
do it another way. So I won’t
go on the Internet to search.
There’s so much, there is so
much information. So you can
better call someone who
knows than search it for
yourself.”

                     Presentation UB - 11-12-2012
                                                    www.axes-project.eu
Academic user research
• Interviews
• Survey
  – Netherlands and Belgium
  – Online
  – N=294
  – 15-20 minutes
  – Lots of data (250 variables in SPSS)


                     Presentation UB - 11-12-2012
                                                    www.axes-project.eu
Who did the survey?
• Position
   – Largest group: PhD student
   – But good distribution over
     other positions
• Age
   – Largest group: 25-34
   – But good distribution over
     other age groups
• Discipline
   – Largest group: History
   – Other disciplines: Social Studies, Mass Communications,
     Linguistics, Literature, Philosophy

                        Presentation UB - 11-12-2012
                                                        www.axes-project.eu
Research questions
1. To what extent are online databases used?
2. Which subdisciplines use digital sources
   more and which less?
3. Which search techniques are applied?




                  Presentation UB - 11-12-2012
                                                 www.axes-project.eu
Which of the following digital data do
          you use professionally?
Very often


    Often
                                      Text (books, news, etc.)
             Scholarly publications



 Regularly




                                                                                         Statistical data
Sometimes




                                                                                                            Numerical
                                                                                                            Digitized
                                                                                                            objects
                                                                 Images



    Never




                                                                                                                        Audio
                                                                             Video




                                                                                                            data
                                                                 Presentation UB - 11-12-2012
                                                                                                                        www.axes-project.eu
Differences between disciplines
‘Traditional’ digital data                        Modern digital data
Images: Literature, History                       Video: Mass Communications
Digitized objects: Literature, History,           Audio: Linguistics
Philosophy
                                                  Numerical data: Social Studies, Linguistics
                                                  Statistical data: Social Studies, Mass
                                                  Communications, Linguistics
Overall: Literature, History, Philosophy          Overall: Mass Communications,
                                                  Linguistics, Social Studies




                                   Presentation UB - 11-12-2012
                                                                                    www.axes-project.eu
Don’t
                                                                        Sometimes
                                                                                                          Very often


                                                                                                  Often


                                                                                      Regularly




                                                                Never


                                                     know it
                                                     Google
                                                     Google Images
                                                     Google Scholar
                                                     YouTube
                                                     JSTOR
                                                                                    Uitzending Gemist
                                                      KB
                                                      Flickr
                                                      EBSCO



                      Presentation UB - 11-12-2012
                                                                        Nationaal Archief
                                                                        Web of Knowledge
                                                      Yahoo!
                                                      Bing
                                                                  Academia.nl
                                                                                                                            or databases do you use?




                                                                  Europeana
                                                                Scopus
                                                               Microsoft Academic Search
                                                                                                                       Which of the following search engines




                                                               EUscreen
www.axes-project.eu




                                                               Arkyves
What about sEURch?
• 31 respondents from EUR




                 Presentation UB - 11-12-2012
                                                www.axes-project.eu
When do you trust a search engine or
                                    database?
                         250
Number of participants




                         200


                         150


                         100


                          50


                           0
                               Experienced Expertise High quality Understand Heard about Broad range Read about
                                    it     behind it  selection    its inner      it      of results  it online
                                                                   workings


                                                          Presentation UB - 11-12-2012
                                                                                                      www.axes-project.eu
Research questions
1. To what extent are online databases used?
   – Mostly text-based data usage, followed by images
   – Google dominant in every way
   – Trust is based mostly on experience
2. Which subdisciplines use digital sources more and
   which less?
   – ‘Traditional’ digital data (Images, Digitized objects):
      • Literature, History and Philosophy
   – ‘Modern’ digital data (Video, Audio, Statistical and
     Numerical data)
      • Social studies, Mass Communications, Linguistics
3. Which search techniques are applied?

                           Presentation UB - 11-12-2012
                                                               www.axes-project.eu
Search techniques


                             1. Keywords 4,75
                             2. Advanced search 3,36
                             3. Related terms 2,52
                             4. Boolean 2,42
                             5. Browsing subject
                                categories 2,29
                             6. Filters 2,19
                             7. Thesaurus 1,87
                             8. Visualization 1,22
    Presentation UB - 11-12-2012
                                              www.axes-project.eu
(Audiovisual) search behaviour
• Academics are “surfers” with a non-specific
  goal in mind
• Academics are positively confident in their
  ability to use search tools
  – Respondents below 45 years are more confident
    than those above 45 years




                   Presentation UB - 11-12-2012
                                                  www.axes-project.eu
Research questions
1. To what extent are online databases used?
2. Which subdisciplines use digital sources
   more and which less?
3. Which search techniques are applied?
  – Most important are ease and speed
  – Search behaviour: younger academics (below 45
    years) are more confident in their use of
    (audiovisual) search tools

                   Presentation UB - 11-12-2012
                                                  www.axes-project.eu
Survey conclusion
• We see that
  – Text is the dominant medium
  – Google is the dominant search system
  – Google dominates search techniques
  – Trust in a search engine or database is based
    primarily on experience




                    Presentation UB - 11-12-2012
                                                   www.axes-project.eu
State of affairs?




    Presentation UB - 11-12-2012
                                   www.axes-project.eu
Consequences
• How do we use this information in our search
  system development?
• How to make new search systems desirable?




                  Presentation UB - 11-12-2012
                                                 www.axes-project.eu
Desirable?




             PhD student, History, 34
 Presentation UB - 11-12-2012
                                www.axes-project.eu
Influence of usability
“I think it’s very
important to have a good
and workable interface
for these objects. That’s
why I used a paper
catalogue, because the
interface and the way to
search these objects is
not ideal”
                  Presentation UB - 11-12-2012
                                                 www.axes-project.eu
Consequences
• Making new search systems desirable by
  incorporating user-centred design
• Basing system design on findings from user
  studies




                  Presentation UB - 11-12-2012
                                                 www.axes-project.eu
AXES search wireframe
                                     • Clear and
                                       immediate
                                       keyword-search
                                     • Separate
                                       advanced-search
                                     • Support for
                                       Booleans




      Presentation UB - 11-12-2012
                                                www.axes-project.eu
PoliMedia search wireframe
                                        • Clear and
                                          immediate
                                          keyword-search
                                        • Separate
                                          advanced-search
                                        • Support for
                                          Booleans and
                                          (some) Google-
                                          search operators




         Presentation UB - 11-12-2012
                                                    www.axes-project.eu
AXES browsing wireframe
                                      • Keyword-search
                                        remains
                                        prominent
                                      • Engaging user by:
                                          Suggesting query
                                           terms
                                          Suggesting
                                           related videos




       Presentation UB - 11-12-2012
                                                     www.axes-project.eu
PoliMedia browsing wireframe
                                  • Keywords-search
                                    remains
                                    prominent
                                  • Easy access to
                                    related material




          Presentation UB - 11-12-2012
                                                www.axes-project.eu
Consequences
• Making new search systems desirable by
  incorporating user-centred design
• Basing system design on findings from user
  studies
• Relevancy for UB?




                  Presentation UB - 11-12-2012
                                                 www.axes-project.eu
Thank you for you attention!
          Martijn Kleppe
       kleppe@eshcc.eur.nl
              L2-47

          Max Kemman
       kemman@eshcc.eur.nl
             L2-47

       www.axes-project.eu
        www.polimedia.nl

          Presentation UB - 11-12-2012
                                         www.axes-project.eu

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User research for the development of search systems

  • 1. User research for the development of search systems Max Kemman MSc Martijn Kleppe MA ESHCC www.axes-project.eu
  • 4. How do we search for images?  By using words! (your own & someone else’s) New possibilities: Speech- & Image recognition AXES: Access to Audiovisual Archives www.axes-project.eu
  • 5. Developing tools providing new engaging ways to interact with audiovisual libraries… Not just search: Browse Explore Experience www.axes-project.eu
  • 6. ... for a multitude of end users... Broadcast professionals Academics Home users www.axes-project.eu
  • 9. PoliMedia research question What choices do different media make in the coverage of people and topics while reporting on debates in the Dutch parliament since the first televised evening news in 1956 until 1995? www.axes-project.eu
  • 10. Issues with current approach Media analysis + = Too much work Limited material + = and different systems www.axes-project.eu
  • 11. PoliMedia approach PoliMedia Newspapers Portal KB Staten - Browse: Generaal Television debate and Digitaal Sound and Vision date KB - Search: debate and Radio person KB www.axes-project.eu
  • 12. Presentation UB - 11-12-2012 www.axes-project.eu
  • 13. Our research agenda • Possibilities of eHumanities for research and education • How and what do people search in our digital heritage collections? – Requirements – Testing Presentation UB - 11-12-2012 www.axes-project.eu
  • 14. User research • Understanding the user – Acceptance – Performance – Capabilities – Weaknesses • Goal – Creating systems that are intuitive and helpful to the users www.axes-project.eu
  • 15. Who are the users? • We can distinguish groups, using classifications of – Roles (e.g., by occupation) – Demographic characteristics (e.g., age, gender) • In AXES, we distinguish by role – Broadcast Professional – Academics (teachers, researchers, students) – Home users www.axes-project.eu
  • 16. Getting to know the users • Prior research – StatCounter, other literature • Asking potential users – Interviews – Focus groups – Surveys • Experiments www.axes-project.eu
  • 17. The more, the merrier? PhD student, History, 24 Presentation UB - 11-12-2012 www.axes-project.eu
  • 18. The more, the merrier? “If there is an easier way, I will do it another way. So I won’t go on the Internet to search. There’s so much, there is so much information. So you can better call someone who knows than search it for yourself.” Presentation UB - 11-12-2012 www.axes-project.eu
  • 19. Academic user research • Interviews • Survey – Netherlands and Belgium – Online – N=294 – 15-20 minutes – Lots of data (250 variables in SPSS) Presentation UB - 11-12-2012 www.axes-project.eu
  • 20. Who did the survey? • Position – Largest group: PhD student – But good distribution over other positions • Age – Largest group: 25-34 – But good distribution over other age groups • Discipline – Largest group: History – Other disciplines: Social Studies, Mass Communications, Linguistics, Literature, Philosophy Presentation UB - 11-12-2012 www.axes-project.eu
  • 21. Research questions 1. To what extent are online databases used? 2. Which subdisciplines use digital sources more and which less? 3. Which search techniques are applied? Presentation UB - 11-12-2012 www.axes-project.eu
  • 22. Which of the following digital data do you use professionally? Very often Often Text (books, news, etc.) Scholarly publications Regularly Statistical data Sometimes Numerical Digitized objects Images Never Audio Video data Presentation UB - 11-12-2012 www.axes-project.eu
  • 23. Differences between disciplines ‘Traditional’ digital data Modern digital data Images: Literature, History Video: Mass Communications Digitized objects: Literature, History, Audio: Linguistics Philosophy Numerical data: Social Studies, Linguistics Statistical data: Social Studies, Mass Communications, Linguistics Overall: Literature, History, Philosophy Overall: Mass Communications, Linguistics, Social Studies Presentation UB - 11-12-2012 www.axes-project.eu
  • 24. Don’t Sometimes Very often Often Regularly Never know it Google Google Images Google Scholar YouTube JSTOR Uitzending Gemist KB Flickr EBSCO Presentation UB - 11-12-2012 Nationaal Archief Web of Knowledge Yahoo! Bing Academia.nl or databases do you use? Europeana Scopus Microsoft Academic Search Which of the following search engines EUscreen www.axes-project.eu Arkyves
  • 25. What about sEURch? • 31 respondents from EUR Presentation UB - 11-12-2012 www.axes-project.eu
  • 26. When do you trust a search engine or database? 250 Number of participants 200 150 100 50 0 Experienced Expertise High quality Understand Heard about Broad range Read about it behind it selection its inner it of results it online workings Presentation UB - 11-12-2012 www.axes-project.eu
  • 27. Research questions 1. To what extent are online databases used? – Mostly text-based data usage, followed by images – Google dominant in every way – Trust is based mostly on experience 2. Which subdisciplines use digital sources more and which less? – ‘Traditional’ digital data (Images, Digitized objects): • Literature, History and Philosophy – ‘Modern’ digital data (Video, Audio, Statistical and Numerical data) • Social studies, Mass Communications, Linguistics 3. Which search techniques are applied? Presentation UB - 11-12-2012 www.axes-project.eu
  • 28. Search techniques 1. Keywords 4,75 2. Advanced search 3,36 3. Related terms 2,52 4. Boolean 2,42 5. Browsing subject categories 2,29 6. Filters 2,19 7. Thesaurus 1,87 8. Visualization 1,22 Presentation UB - 11-12-2012 www.axes-project.eu
  • 29. (Audiovisual) search behaviour • Academics are “surfers” with a non-specific goal in mind • Academics are positively confident in their ability to use search tools – Respondents below 45 years are more confident than those above 45 years Presentation UB - 11-12-2012 www.axes-project.eu
  • 30. Research questions 1. To what extent are online databases used? 2. Which subdisciplines use digital sources more and which less? 3. Which search techniques are applied? – Most important are ease and speed – Search behaviour: younger academics (below 45 years) are more confident in their use of (audiovisual) search tools Presentation UB - 11-12-2012 www.axes-project.eu
  • 31. Survey conclusion • We see that – Text is the dominant medium – Google is the dominant search system – Google dominates search techniques – Trust in a search engine or database is based primarily on experience Presentation UB - 11-12-2012 www.axes-project.eu
  • 32. State of affairs? Presentation UB - 11-12-2012 www.axes-project.eu
  • 33. Consequences • How do we use this information in our search system development? • How to make new search systems desirable? Presentation UB - 11-12-2012 www.axes-project.eu
  • 34. Desirable? PhD student, History, 34 Presentation UB - 11-12-2012 www.axes-project.eu
  • 35. Influence of usability “I think it’s very important to have a good and workable interface for these objects. That’s why I used a paper catalogue, because the interface and the way to search these objects is not ideal” Presentation UB - 11-12-2012 www.axes-project.eu
  • 36. Consequences • Making new search systems desirable by incorporating user-centred design • Basing system design on findings from user studies Presentation UB - 11-12-2012 www.axes-project.eu
  • 37. AXES search wireframe • Clear and immediate keyword-search • Separate advanced-search • Support for Booleans Presentation UB - 11-12-2012 www.axes-project.eu
  • 38. PoliMedia search wireframe • Clear and immediate keyword-search • Separate advanced-search • Support for Booleans and (some) Google- search operators Presentation UB - 11-12-2012 www.axes-project.eu
  • 39. AXES browsing wireframe • Keyword-search remains prominent • Engaging user by:  Suggesting query terms  Suggesting related videos Presentation UB - 11-12-2012 www.axes-project.eu
  • 40. PoliMedia browsing wireframe • Keywords-search remains prominent • Easy access to related material Presentation UB - 11-12-2012 www.axes-project.eu
  • 41. Consequences • Making new search systems desirable by incorporating user-centred design • Basing system design on findings from user studies • Relevancy for UB? Presentation UB - 11-12-2012 www.axes-project.eu
  • 42. Thank you for you attention! Martijn Kleppe kleppe@eshcc.eur.nl L2-47 Max Kemman kemman@eshcc.eur.nl L2-47 www.axes-project.eu www.polimedia.nl Presentation UB - 11-12-2012 www.axes-project.eu

Notes de l'éditeur

  1. Limited: not everything is in it, but more importantly no mark-up or pages