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Designing a Thesaurus-based
Comparison Search Interface for
Linked Cultural Heritage Sources
Alia Amin, Michiel Hildebrand,
Jacco van Ossenbruggen, Lynda Hardman
Firstname.lastname@cwi.nl
Background
The MultimediaN E-Culture Project
 Support cultural heritage experts’
information seeking needs
 Data
 heterogeneous
 structured and unstructured
 text and images
2
Cultural Heritage Experts
Information Seeking Tasks*
3
 Most Experts Information Seeking Tasks are complex
information gathering tasks
e.g. Comparison, Relationship,
Topic search, Exploration,
Combination
 Experts search in
multiple sources
* Amin et al., JCDL 2008
Research Goal and Approach
 Research goal: support comparison search in
multiple sources.
4
User
(Curators,
Art historians)
Identify Needs
Design requirementsPreliminary Study
Research Goal and Approach
 Research goal: support comparison search in
multiple sources.
5
User
(Curators,
Art historians) Design & implementation
Identify Needs
Design requirements
Evaluate solutionEvaluation Study
Preliminary Study
Preliminary Study
 Goal: to understand comparison search
practice performed by CH experts and explore
support for comparison search across
multiple sources.
 7 Experts (curators, art historians)
 Semi-structured interview, natural
environment, voice recording
 Gather comparison search use cases
 Get feedback on initial application ideas
6
Preliminary Study: Key Findings
 When do experts conduct comparison
search?
 Quantitative and qualitative comparisons
 Learning about collections
 Planning an exhibition
 Museometry
7
Preliminary Study: Key Findings
 Main challenges in comparison search
 Search
 Name aliases
 Multiple languages
 Multiple terms
 Compare
 …idem
 Comparing many sets
 Single and multiple property comparison
8
Design Requirements
9
 Search
Need guided search to support:
name aliases, multiple languages, multiple terms
 Select
Need to be able to select and group multiple artworks
 Compare
Comparing many sets
Single and multiple property comparison
Design and Implementation
• Thesaurus-based comparison search: LISA
• Web platform: ClioPatria
• Interface: HTML, CSS, Javascript, Flash (amChart)
• Dataset
10
Collection
RKD Archive 82.781 Objects
Thesauri
RKD Thesaurus 11.995 terms
TGN (geographical) 89.000 terms
ULAN (artist) 13.000 people
AAT (art and architecture) 31.000 terms
IconClass (iconographic) 24.331 terms
11
12
13
14
15
16
17
18
Evaluation Study
 Goal: to evaluate how well the search, select
and compare features support comparison
search tasks
 12 CH experts: researchers, curators,
librarians, museum managers
 Setup
 Compare LISA vs. baseline (RKDimages)
 Introduction
 User experiment
 Post experiment interview
19
Evaluation Study
 14 comparison tasks/participant
Compare all paintings from the museum Stedelijk Museum De Lakenhal
with
all paintings from the museum Bredius
(1) how many artworks were created in 1650? (single property
comparison)
(2) how many artworks were created in 1830 by the artist Jacobus
Ludovicus Cornet? (dual properties comparison)
20
 Tested different comparison tasks:
few artworks (2) v.s. many artworks (30)
single property v.s. dual properties
Table, bar chart and scatterplot visualization
21
Evaluation Study Results: Search
 Search and selection activities are highly
interdependent
22
Time (t) to search and select tLisa – few ≈ tLisa – many
tbaseline – few < tbaseline – many
Ease of Use (EoU)
EoUbaseline-few < EoULisa-few
EoUbaseline-many < EoULisa-many
Evaluation Study Results: Compare
 Compare artworks using baseline and Lisa:
Table, Barchart, Scatterplot
23
Time (t) to compare
a Single property
tLisa -few ≈ tbaseline -few
tLisa – many ≈ tbaseline – many
Time (t) to compare
Dual properties
tLisa -few ≈ tbaseline –few
t Lisa-Scatterplot – many < tLisa-Table – many <
tbaseline – many
Ease of Use (EoU) EoUbaseline < EoULisa
User Feedback
 EOU vs. time.
 Autocompletion helped user search for
many artworks easier
 Different visualizations allow different
perspectives
 Comparison using a visualization tool is
unfamiliar and requires learning time
 Additional features requested:
 more interactivity with the visualization
 Bookmarking 24
Lessons learned
 Requirements for the metadata
 inconsistent data, incomplete metadata,
estimated data
 Tackle through different angles
 Data solutions: better annotations
 Technical solutions: thesauri alignment, semantic
backend, automatically enrich metadata
 Interface solutions: transparency on aggregation
rules, allow feedback
25
Acknowledgements
 Centraal Museum Utrecht
 Digital Heritage Netherland (DEN)
 Efgoed Nederland
 Netherlands Collection Institute (ICN)
 Publiek Archief Eemland
 Netherlands Institute for Art History (RKD)
 Rijksmuseum Amsterdam
 Tropenmuseum
 University of Amsterdam
 Hyowon Lee, DCU
26
http://e-culture.multimedian.nl/lisa/session/compsearch

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Designing a Thesaurus-based Comparison Search Interface for Linked Cultural Heritage Sources

  • 1. Designing a Thesaurus-based Comparison Search Interface for Linked Cultural Heritage Sources Alia Amin, Michiel Hildebrand, Jacco van Ossenbruggen, Lynda Hardman Firstname.lastname@cwi.nl
  • 2. Background The MultimediaN E-Culture Project  Support cultural heritage experts’ information seeking needs  Data  heterogeneous  structured and unstructured  text and images 2
  • 3. Cultural Heritage Experts Information Seeking Tasks* 3  Most Experts Information Seeking Tasks are complex information gathering tasks e.g. Comparison, Relationship, Topic search, Exploration, Combination  Experts search in multiple sources * Amin et al., JCDL 2008
  • 4. Research Goal and Approach  Research goal: support comparison search in multiple sources. 4 User (Curators, Art historians) Identify Needs Design requirementsPreliminary Study
  • 5. Research Goal and Approach  Research goal: support comparison search in multiple sources. 5 User (Curators, Art historians) Design & implementation Identify Needs Design requirements Evaluate solutionEvaluation Study Preliminary Study
  • 6. Preliminary Study  Goal: to understand comparison search practice performed by CH experts and explore support for comparison search across multiple sources.  7 Experts (curators, art historians)  Semi-structured interview, natural environment, voice recording  Gather comparison search use cases  Get feedback on initial application ideas 6
  • 7. Preliminary Study: Key Findings  When do experts conduct comparison search?  Quantitative and qualitative comparisons  Learning about collections  Planning an exhibition  Museometry 7
  • 8. Preliminary Study: Key Findings  Main challenges in comparison search  Search  Name aliases  Multiple languages  Multiple terms  Compare  …idem  Comparing many sets  Single and multiple property comparison 8
  • 9. Design Requirements 9  Search Need guided search to support: name aliases, multiple languages, multiple terms  Select Need to be able to select and group multiple artworks  Compare Comparing many sets Single and multiple property comparison
  • 10. Design and Implementation • Thesaurus-based comparison search: LISA • Web platform: ClioPatria • Interface: HTML, CSS, Javascript, Flash (amChart) • Dataset 10 Collection RKD Archive 82.781 Objects Thesauri RKD Thesaurus 11.995 terms TGN (geographical) 89.000 terms ULAN (artist) 13.000 people AAT (art and architecture) 31.000 terms IconClass (iconographic) 24.331 terms
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  • 19. Evaluation Study  Goal: to evaluate how well the search, select and compare features support comparison search tasks  12 CH experts: researchers, curators, librarians, museum managers  Setup  Compare LISA vs. baseline (RKDimages)  Introduction  User experiment  Post experiment interview 19
  • 20. Evaluation Study  14 comparison tasks/participant Compare all paintings from the museum Stedelijk Museum De Lakenhal with all paintings from the museum Bredius (1) how many artworks were created in 1650? (single property comparison) (2) how many artworks were created in 1830 by the artist Jacobus Ludovicus Cornet? (dual properties comparison) 20  Tested different comparison tasks: few artworks (2) v.s. many artworks (30) single property v.s. dual properties Table, bar chart and scatterplot visualization
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  • 22. Evaluation Study Results: Search  Search and selection activities are highly interdependent 22 Time (t) to search and select tLisa – few ≈ tLisa – many tbaseline – few < tbaseline – many Ease of Use (EoU) EoUbaseline-few < EoULisa-few EoUbaseline-many < EoULisa-many
  • 23. Evaluation Study Results: Compare  Compare artworks using baseline and Lisa: Table, Barchart, Scatterplot 23 Time (t) to compare a Single property tLisa -few ≈ tbaseline -few tLisa – many ≈ tbaseline – many Time (t) to compare Dual properties tLisa -few ≈ tbaseline –few t Lisa-Scatterplot – many < tLisa-Table – many < tbaseline – many Ease of Use (EoU) EoUbaseline < EoULisa
  • 24. User Feedback  EOU vs. time.  Autocompletion helped user search for many artworks easier  Different visualizations allow different perspectives  Comparison using a visualization tool is unfamiliar and requires learning time  Additional features requested:  more interactivity with the visualization  Bookmarking 24
  • 25. Lessons learned  Requirements for the metadata  inconsistent data, incomplete metadata, estimated data  Tackle through different angles  Data solutions: better annotations  Technical solutions: thesauri alignment, semantic backend, automatically enrich metadata  Interface solutions: transparency on aggregation rules, allow feedback 25
  • 26. Acknowledgements  Centraal Museum Utrecht  Digital Heritage Netherland (DEN)  Efgoed Nederland  Netherlands Collection Institute (ICN)  Publiek Archief Eemland  Netherlands Institute for Art History (RKD)  Rijksmuseum Amsterdam  Tropenmuseum  University of Amsterdam  Hyowon Lee, DCU 26 http://e-culture.multimedian.nl/lisa/session/compsearch