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Europeana:
WhatUsersSearch for andWhy
Paul Clough1,Timothy Hill2, Monica Lestari Paramita1, and Paula Goodale1
1 University of Sheffield, Sheffield, UK
2 Europeana,The Hague, Netherlands
Introduction
 Users from diverse backgrounds are coming to
cultural heritage websites and information
services with increasingly varied goals, tasks and
information needs (Skov & Ingwersen, 2008).
 Having a better understanding of the users, their
goals and tasks, can help inform the design of
more effective information systems.
 The aim of this study is to investigate:
 the broad type of search tasks
 the subject content of searches
 motives for searching and uses of the information
found
2
Europeana Portal: http://www.europeana.eu/portal/en
Research
Questions
What information do
users search for using
Europeana?
What do users use this
information for?
4
RelatedWork
Information
needs in cultural
heritage
 Information seeking behaviours of cultural
heritage experts were studied in Amin et al.
(2008).
 A majority of search tasks were complex information
gathering (e.g., finding information to compare
similarities and differences between objects).
 Meanwhile, Skov (2013) found that casual users
(e.g., general museum visitors) often have different
(and less-complex) information needs
 They often search for well-defined known items, and
do fewer exploratory tasks.
5
RelatedWork
Europeana
users
 Previous surveys/studies carried out in Europeana
have also identified two distinct user types,
referred to as “culture vultures” and “culture
snackers”.
 The “culture vultures” are dedicated enthusiasts
and professionals:
 They have domain expertise and likely lifelong
enthusiasts of cultural heritage.
 The “culture snackers” are more representative of
the novice or general user:
 They come with lower levels of technical/domain
expertise and typically engage for general interest.
6
Methodology
 We designed a pop-up web survey in order to
gather responses from actual Europeana users as
they carried out their search activities.
 We proposed a scheme for categorising the search
tasks and information use in Europeana.
7
Pop-upSurvey
Questions
(1/2)
1. How often do you visit Europeana?
2. How would you identify yourself?
3. How did you get to Europeana today?
4. What information are you looking for right now?
5. Why are you looking for this information?
6. After finding this information, you will: _______
8
Pop-upSurvey
Questions
• (e.g. “I want to find an image of the Mona Lisa”, “I’m
trying to explore what’s available in Europeana on World
War I”, “I am looking for photographs of Sheffield in the
1980s”, “I am looking for artworks by Leonardo daVinci”,
or “Don’t know or nothing specific”)
Q4: “What information are you looking for?”
• (e.g., “To create a presentation for my student class”, “To
write an article”, “To help plan a visit toTurin and want to
know about artworks to visit whilst there”, “To learn
about the history of English folk music”, “General interest
/ no specific reason”)
Q5: “Why are you looking for this information?”
9
Pop-upSurvey
Questions
(2/2)
7. How would you rate your level of subject knowledge
for your current activity?
8. For your current activity, please rate the importance
of the following Europeana functionalities: _______
9. What other features could be added / improved to
help you complete your current activity?
10. If you have any other comments about Europeana:
_______
10
Results
11
12
 The pop-up survey ran
for 2 weeks (21 March –
4 April 2017)
 240 users of Europeana
from 48 different
countries
 48.8% participants came
directly to the site,
34.2% arrived via a
search engine link, and
10.8% via social media
link and a teaching
resources link
Participants
13
Q4:“Whatinformationareyoulookingforrightnow?”
Mean=10.1 words (min=1, max=49)
I am trying to explore images of
objects and monuments from ancient
Italy and the Roman Empire.
I am looking for the
1919 film "Les fetes de
la victoire".
I'm looking for traces of
Russian émigrés from 1917
to the 1930s : art,
photographs, or maps.
I´m trying to find
reusable patterns to
use in a fabric
screenprinting project.
14
Q5:“Whyareyoulookingforthisinformation?”
Mean=8.3 words (min=1, max=72)
To write a book.I want to use the excerpt to
illustrate a university lecture.
I am going to attend a
course in screenprinting
this autumn and need to
prepare some ideas.To help plan an exhibition for
an International summit.
15
ResearchQuestion 1
“What information do users
search for using Europeana?”
16
Analysis of the
Search
Requests
 We performed two different categorisations:
1. Categorisation based on search tasks
2. Categorisation based on mode/facet analysis
17
SearchTasks Definitions Examples
Specific-item search Search for specific item (i.e., known-
item) typically expressed precisely
“I am looking for the 1919 film ‘Les
fetes de la victorie’.”
By named author Search for information by a specific
named author or provider
“to look for paintings by Henriette
Ronner”, “I am searching for …
artifacts from the Regional
Archaeological Museum Plovdiv”
Specific-subject search Find information for specified (or
named) subject (i.e., person, place,
location, etc.) forming the main
subject of the request
“I am looking for pictures of
Stuttgart”
General topical search Find information for general subject “Italian medieval illuminations”,
“Looking at examples of art made
by women”
Browsing or exploring Used to identify searches where the
user has no specific goal
“I am just browsing your
collections”
Ambiguous or unclear The search request is unclear or
difficult to determine category
“I am anOpera lover”, “book”
18
Categorisation
ofSearchTasks
19
Categorisation
Based on
Mode/Facet
Analysis
Armitage and Enser (1996): analysing the
subject content of user requests for still
and moving visual images.
Panofsky-Shatford’s modes of image
analysis in the form of mode/facet
analysis.
 Who, What, Where and When
20
21
Specific General
Person/group E.g., “Saint Francis of Assisi” E.g., “working women”, “historical figure”
Object/thing E.g., “Prelude, Op. 28, No. 7, by
Frederic Chopin”
E.g., “paintings”
Location E.g., “Spain”, “Norfolk” E.g., “public places”
Event/action E.g., “Great War”, “black death” E.g., “working”, “privatisation of school system”
Time E.g., “1940”, “XIX century” E.g., “medieval”
General subject E.g., “art”, “history”
Creator E.g., “paintings byVan Gogh”
Provider E.g., “I am searching for images from the Regional Archeological Museum Plovdiv.”
Nationality E.g., “Icelandic artworks”
Language E.g., “books written in Italian”
Availability E.g., “free open-source 3d models”
Response E.g., “looking for a nice painting”
Medium E.g., “image”, “video”, “text”
AdditionalCodesPanofsky-ShatfordCodes
22
Example (1/3)
“I am looking for
artworks by
Leonardo daVinci”
23
Example (1/3)
“I am looking for
artworks by
Leonardo daVinci”
Creator
General
object/thing
24
Example (2/3)
“I’m looking for GreatWar
photographs taken on
exactly 100 years ago”
25
Example (2/3)
“I’m looking for GreatWar
photographs taken on
exactly 100 years ago”
Specific event
Specific time
Medium
26
Example (3/3)
“I am looking for images
of cats in art or culture to
post about on my blog -
but they must be in the
public domain as I am
scrupulous about image
rights”
27
Example (3/3)
“I am looking for images
of cats in art or culture to
post about on my blog -
but they must be in the
public domain as I am
scrupulous about image
rights”
Medium
General
object/thing
Availability
28
29
Categorisation
Based on
Mode/Facet
Analysis
The most common combinations are:
 “Creator + Specific object/thing”
(9 occurrences)
 E.g. “I want to find some information about a
painting ofWillem van de Helde: ‘Het kanonschot’”
 “Creator + General object/thing”
(8 occurrences)
 E.g. “I am looking for artworks by Leonardo da
Vinci”
30
ResearchQuestion 2
“Why are users searching
for this information?”
31
Categorisation
of Motives and
Uses
 We created a new scheme to categorise the
information use for Europeana:
 To create a new work
 Professional activity
 This category captures the activity of academics
and CH professionals where the focus is purely
research or monitoring oriented, and no precise
output from the search is anticipated
 Personal interest
 Teaching
 Other
32
Categorisation
of Motives and
Use
33
Categorisation
of Motives and
Use:
“Create new
work” (37.1%)
 Task-closure:
 83.9% were involved in “open-ended” tasks (e.g.
scholarly research”), 14.9% in “closed” tasks.
 Modification:
 36.8% represent “unmediated” cases, i.e. the
information found will be used without
modification (e.g., to illustrate a presentation), and
57.5% are “remediated” cases.
 Type of output:
 64.4% would be textual in form (e.g., academic
article), 6.9% in a visual form, 3.4% in audiovisual
form
34
35
Conclusion
and Future
Work
 We have investigated the type of searches conducted on
Europeana and common uses of the information found.
 We have proposed a scheme for categorising search tasks
and information use in the cultural heritage domain.
 These results help better understand search tasks more
generally in cultural heritage across a wider range of users.
 Future work is planned to further validate the
categorisation scheme and conduct a deeper analysis of the
current dataset.
 We also plan to gain deeper insights into aspects of users’
search activity using data derived from other sources (e.g.,
search logs, and diary studies).
36
Acknowledgments
This study was funded
by the European
Commission under
‘Europeana DSI-2’.
We thank Europeana
users for participating
in the online survey.
37
Thank you
Dataset available for download from:
http://bit.ly/europeanaSearchTasks
https://doi.org/10.15131/shef.data.5411194
38

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Europeana: What Users Search For and Why

  • 1. Europeana: WhatUsersSearch for andWhy Paul Clough1,Timothy Hill2, Monica Lestari Paramita1, and Paula Goodale1 1 University of Sheffield, Sheffield, UK 2 Europeana,The Hague, Netherlands
  • 2. Introduction  Users from diverse backgrounds are coming to cultural heritage websites and information services with increasingly varied goals, tasks and information needs (Skov & Ingwersen, 2008).  Having a better understanding of the users, their goals and tasks, can help inform the design of more effective information systems.  The aim of this study is to investigate:  the broad type of search tasks  the subject content of searches  motives for searching and uses of the information found 2
  • 4. Research Questions What information do users search for using Europeana? What do users use this information for? 4
  • 5. RelatedWork Information needs in cultural heritage  Information seeking behaviours of cultural heritage experts were studied in Amin et al. (2008).  A majority of search tasks were complex information gathering (e.g., finding information to compare similarities and differences between objects).  Meanwhile, Skov (2013) found that casual users (e.g., general museum visitors) often have different (and less-complex) information needs  They often search for well-defined known items, and do fewer exploratory tasks. 5
  • 6. RelatedWork Europeana users  Previous surveys/studies carried out in Europeana have also identified two distinct user types, referred to as “culture vultures” and “culture snackers”.  The “culture vultures” are dedicated enthusiasts and professionals:  They have domain expertise and likely lifelong enthusiasts of cultural heritage.  The “culture snackers” are more representative of the novice or general user:  They come with lower levels of technical/domain expertise and typically engage for general interest. 6
  • 7. Methodology  We designed a pop-up web survey in order to gather responses from actual Europeana users as they carried out their search activities.  We proposed a scheme for categorising the search tasks and information use in Europeana. 7
  • 8. Pop-upSurvey Questions (1/2) 1. How often do you visit Europeana? 2. How would you identify yourself? 3. How did you get to Europeana today? 4. What information are you looking for right now? 5. Why are you looking for this information? 6. After finding this information, you will: _______ 8
  • 9. Pop-upSurvey Questions • (e.g. “I want to find an image of the Mona Lisa”, “I’m trying to explore what’s available in Europeana on World War I”, “I am looking for photographs of Sheffield in the 1980s”, “I am looking for artworks by Leonardo daVinci”, or “Don’t know or nothing specific”) Q4: “What information are you looking for?” • (e.g., “To create a presentation for my student class”, “To write an article”, “To help plan a visit toTurin and want to know about artworks to visit whilst there”, “To learn about the history of English folk music”, “General interest / no specific reason”) Q5: “Why are you looking for this information?” 9
  • 10. Pop-upSurvey Questions (2/2) 7. How would you rate your level of subject knowledge for your current activity? 8. For your current activity, please rate the importance of the following Europeana functionalities: _______ 9. What other features could be added / improved to help you complete your current activity? 10. If you have any other comments about Europeana: _______ 10
  • 12. 12  The pop-up survey ran for 2 weeks (21 March – 4 April 2017)  240 users of Europeana from 48 different countries  48.8% participants came directly to the site, 34.2% arrived via a search engine link, and 10.8% via social media link and a teaching resources link
  • 14. Q4:“Whatinformationareyoulookingforrightnow?” Mean=10.1 words (min=1, max=49) I am trying to explore images of objects and monuments from ancient Italy and the Roman Empire. I am looking for the 1919 film "Les fetes de la victoire". I'm looking for traces of Russian émigrés from 1917 to the 1930s : art, photographs, or maps. I´m trying to find reusable patterns to use in a fabric screenprinting project. 14
  • 15. Q5:“Whyareyoulookingforthisinformation?” Mean=8.3 words (min=1, max=72) To write a book.I want to use the excerpt to illustrate a university lecture. I am going to attend a course in screenprinting this autumn and need to prepare some ideas.To help plan an exhibition for an International summit. 15
  • 16. ResearchQuestion 1 “What information do users search for using Europeana?” 16
  • 17. Analysis of the Search Requests  We performed two different categorisations: 1. Categorisation based on search tasks 2. Categorisation based on mode/facet analysis 17
  • 18. SearchTasks Definitions Examples Specific-item search Search for specific item (i.e., known- item) typically expressed precisely “I am looking for the 1919 film ‘Les fetes de la victorie’.” By named author Search for information by a specific named author or provider “to look for paintings by Henriette Ronner”, “I am searching for … artifacts from the Regional Archaeological Museum Plovdiv” Specific-subject search Find information for specified (or named) subject (i.e., person, place, location, etc.) forming the main subject of the request “I am looking for pictures of Stuttgart” General topical search Find information for general subject “Italian medieval illuminations”, “Looking at examples of art made by women” Browsing or exploring Used to identify searches where the user has no specific goal “I am just browsing your collections” Ambiguous or unclear The search request is unclear or difficult to determine category “I am anOpera lover”, “book” 18
  • 20. Categorisation Based on Mode/Facet Analysis Armitage and Enser (1996): analysing the subject content of user requests for still and moving visual images. Panofsky-Shatford’s modes of image analysis in the form of mode/facet analysis.  Who, What, Where and When 20
  • 21. 21
  • 22. Specific General Person/group E.g., “Saint Francis of Assisi” E.g., “working women”, “historical figure” Object/thing E.g., “Prelude, Op. 28, No. 7, by Frederic Chopin” E.g., “paintings” Location E.g., “Spain”, “Norfolk” E.g., “public places” Event/action E.g., “Great War”, “black death” E.g., “working”, “privatisation of school system” Time E.g., “1940”, “XIX century” E.g., “medieval” General subject E.g., “art”, “history” Creator E.g., “paintings byVan Gogh” Provider E.g., “I am searching for images from the Regional Archeological Museum Plovdiv.” Nationality E.g., “Icelandic artworks” Language E.g., “books written in Italian” Availability E.g., “free open-source 3d models” Response E.g., “looking for a nice painting” Medium E.g., “image”, “video”, “text” AdditionalCodesPanofsky-ShatfordCodes 22
  • 23. Example (1/3) “I am looking for artworks by Leonardo daVinci” 23
  • 24. Example (1/3) “I am looking for artworks by Leonardo daVinci” Creator General object/thing 24
  • 25. Example (2/3) “I’m looking for GreatWar photographs taken on exactly 100 years ago” 25
  • 26. Example (2/3) “I’m looking for GreatWar photographs taken on exactly 100 years ago” Specific event Specific time Medium 26
  • 27. Example (3/3) “I am looking for images of cats in art or culture to post about on my blog - but they must be in the public domain as I am scrupulous about image rights” 27
  • 28. Example (3/3) “I am looking for images of cats in art or culture to post about on my blog - but they must be in the public domain as I am scrupulous about image rights” Medium General object/thing Availability 28
  • 29. 29
  • 30. Categorisation Based on Mode/Facet Analysis The most common combinations are:  “Creator + Specific object/thing” (9 occurrences)  E.g. “I want to find some information about a painting ofWillem van de Helde: ‘Het kanonschot’”  “Creator + General object/thing” (8 occurrences)  E.g. “I am looking for artworks by Leonardo da Vinci” 30
  • 31. ResearchQuestion 2 “Why are users searching for this information?” 31
  • 32. Categorisation of Motives and Uses  We created a new scheme to categorise the information use for Europeana:  To create a new work  Professional activity  This category captures the activity of academics and CH professionals where the focus is purely research or monitoring oriented, and no precise output from the search is anticipated  Personal interest  Teaching  Other 32
  • 34. Categorisation of Motives and Use: “Create new work” (37.1%)  Task-closure:  83.9% were involved in “open-ended” tasks (e.g. scholarly research”), 14.9% in “closed” tasks.  Modification:  36.8% represent “unmediated” cases, i.e. the information found will be used without modification (e.g., to illustrate a presentation), and 57.5% are “remediated” cases.  Type of output:  64.4% would be textual in form (e.g., academic article), 6.9% in a visual form, 3.4% in audiovisual form 34
  • 35. 35
  • 36. Conclusion and Future Work  We have investigated the type of searches conducted on Europeana and common uses of the information found.  We have proposed a scheme for categorising search tasks and information use in the cultural heritage domain.  These results help better understand search tasks more generally in cultural heritage across a wider range of users.  Future work is planned to further validate the categorisation scheme and conduct a deeper analysis of the current dataset.  We also plan to gain deeper insights into aspects of users’ search activity using data derived from other sources (e.g., search logs, and diary studies). 36
  • 37. Acknowledgments This study was funded by the European Commission under ‘Europeana DSI-2’. We thank Europeana users for participating in the online survey. 37
  • 38. Thank you Dataset available for download from: http://bit.ly/europeanaSearchTasks https://doi.org/10.15131/shef.data.5411194 38

Editor's Notes

  1. Cultural Heritage Domain: - Broad type of search tasks: known-items, general topics, browse/explore? - Subject content of search: location? Person/group? Item? Search by providers?
  2. Talk about Europeana – 54 million items, aggregates item from more than 3,000 libraries, archives and museums. It is used worldwide by diverse users, from CH enthusiasts to CH professionals. Their interfaces allow users to search – and browse their various collections.
  3. Culture vultures: - They are likely to be returning users. - They mainly use Europeana to find resources to use in their own work, gain knowledge, expertise or inspiration. Europeana also gather demographics information of their users. A quarter: a third explore a topic, just under a third came to know more about Europeana. No studies have been performed to identify specific search tasks carried out by Europeana users, which is the focus of this work. This work complements these studies. Our work built on this work by analysing specific search tasks that are carried out in Europeana.
  4. Used previous literatures and qualitative data analysis to propose a scheme. Various approaches have been employed to investigate search tasks, including diary studies and interviews [1], analysing samples from query logs [2,3] and pop-up web surveys [3]. Explain why we chose pop-up web survey? The survey was triggered when users scrolled halfway down either a search results page, or a Europeana item page. The survey was administered in English and was shown to 30% (later increased to 66%) of users who visited Europeana using desktop or tablet devices.
  5. Multiple iterations and pilot testing of the pop-up survey questions, we decided on 10 questions. This paper will only focus on the first 6. The remaining 4 questions aim to gather feedback from users regarding the importance of Europeana features and suggestions for improving Europeana. Mention that Q1-3 and Q6, users were provided several options to choose from. The design of Q4 and Q5, the main focus of this paper, were modelled on Broder's pop-up survey [3] to investigate users' search goals.
  6. Q6: “After this information you will: Look for more information on the same topic using Europeana Look for more information using other resources Browse Europeana (e.g., look for other interesting things) Have completed everything you need to do Other: ________________________”
  7. Spain 12.9%, US 8.9%, Italy 8.9%, France 7.1%, Germany 6.7%, UK 6.3%, Netherlands 4.2%, Sweden 3.3%, Hungary 3.3%, Brazil 2.9%
  8. Academic (e.g., lecturer, professor, post doc researcher, academic support) Cultural heritage enthusiast (e.g., hobbyist, genealogist, amateur historian) Cultural heritage professional (e.g., curator, historian, archivist) Student (e.g., college, university, further education) Teacher (e.g., primary and secondary teaching) Others – examples?
  9. Qualitative content analysis based on Zhang and Wildemuth (2009). This was mainly an inductive approach but informed by existing frameworks where applicable.
  10. 47.1% is general topical search 51.3% of these were people who already knew about the site and so came directly to it 24.6% is specific-subject searches 11.3% is specific-item searches 63% were academics 48.1% of these were from people coming to Europeana via a search engine 7.1% is named author 7.1% is browse/explore 29.4% come from CH enthusiasts
  11. We utilised an approach for analysing requests to archives and libraries serving audio-visual content.
  12. Note: Each type of subject category is applied just once. Another category: “Ambiguous or unclear”. 18 categories of subject contents.
  13. Specific event/action (Great War) Specific time (100 years ago) Medium (photographs)
  14. Specific event/action (Great War) Specific time (100 years ago) Medium (photographs)
  15. Specific event/action (Great War) Specific time (100 years ago) Medium (photographs)
  16. Specific event/action (Great War) Specific time (100 years ago) Medium (photographs)
  17. Specific event/action (Great War) Specific time (100 years ago) Medium (photographs)
  18. Specific event/action (Great War) Specific time (100 years ago) Medium (photographs)
  19. Explain why medium wasn’t shown in the graph. “Medium” is commonly used to refine the search E.g. “images of Stuttgart” E.g. “I am looking for photographs of The Trachian tomb near to village of Mezek, Bulgaria” The data were annotated by one person. A second annotator assessed a sample of 50 items and 76% agreement was reached between the two assessors.
  20. No prior suitable scheme was found to categorise information use for our data
  21. We also analyse the relation between the search tasks and the uses: the case of specific-item searches information from 48.1% of searches is used to create a new work, commonly reflecting the greater search for specific-items by academics. In contrast, for specific-subject searches the majority of search tasks are split between personal interest (44.1%) and creating a new work (42.4%). The results highlight, again, the differences obtained based on the user's search task.
  22. What do users search for? 47.1% is general topical search, 24.6% is specific-subject searches, 11.3% is specific-item searches, and 7% search by author 30% search for general topics, We used an existing methods for analysing audio-visual needs and designed a new scheme for categorising users’ search motives and uses of information found.