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A Graph Based Abstraction of Textual
Concordances and
Two Renderings for their Interactive Visualisation
Saturnino Luz
School of Computer Science and
Statistics
Trinity College Dublin, Ireland
luzs@cs.tcd.ie
Shane Sheehan
School of Computer Science and
Statistics
Trinity College Dublin, Ireland
sheehas1@tcd.ie
AVI 2014
A Graph Based Abstraction of Textual
Concordances and
Two Renderings for their Interactive Visualisation
What is a Concordance?
● An index pointing to each occurrence of a
keyword in a corpus
● Keyword-in-context (KWIC)
Recent Development
● “Word Tree” [1,2]
[1] Wattenberg, M., and Viegas, F. B. The word tree, an interactive visual concordance. IEEE
Transactions on Visualization and Computer Graphics 14, 6 (2008),1221–1228.
[2] www.manyeyes.com
Data State Reference Model
A Graph Based Abstraction of Textual
Concordances and
Two Renderings for their Interactive Visualisation
Bi-Directional Hirachical Display
Mosaic: Frequency
● Sorted and scaled by column frequency
Relative Frequency Scaling
“the” corpus occurrences = 10000
pos -1 occurrences = 50
Score = 50/5000 = 0.005
“historical” corpus occurrences = 70
pos -1 occurrences = 11
Score = 11/70 = 0.157
● Scale by scores of words in column
● Normalised for display height
Concordance position frequency
Corpus frequency
Mosaic: Relative Frequency
Juxtaposed views
● A design pattern of composite visualization views
● Combination of KWIC and Mosaic views
● Overview and Detail
● Interaction with one view affects the other
● TEC corpus browser and Prefuse visualisation framework
A Graph Based Abstraction of Textual
Concordances and
Two Renderings for their Interactive Visualisation
Context Tree
Concatenated Context Trees
● Keyword defined in terms of eccentricity
Concatenated Context Trees
● Contextual edges guarantee sentence retrieval
Concordance Graph
● Contextual edges guarantee sentence retrieval
Thank you!!!
Any Questions?
A Graph Based Abstraction of Textual
Concordances and
Two Renderings for their Interactive Visualisation

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A Graph Based Abstraction of Textual Concordances and Two Renderings for their Interactive Visualisation

  • 1. A Graph Based Abstraction of Textual Concordances and Two Renderings for their Interactive Visualisation Saturnino Luz School of Computer Science and Statistics Trinity College Dublin, Ireland luzs@cs.tcd.ie Shane Sheehan School of Computer Science and Statistics Trinity College Dublin, Ireland sheehas1@tcd.ie AVI 2014
  • 2. A Graph Based Abstraction of Textual Concordances and Two Renderings for their Interactive Visualisation
  • 3. What is a Concordance? ● An index pointing to each occurrence of a keyword in a corpus ● Keyword-in-context (KWIC)
  • 4. Recent Development ● “Word Tree” [1,2] [1] Wattenberg, M., and Viegas, F. B. The word tree, an interactive visual concordance. IEEE Transactions on Visualization and Computer Graphics 14, 6 (2008),1221–1228. [2] www.manyeyes.com
  • 6. A Graph Based Abstraction of Textual Concordances and Two Renderings for their Interactive Visualisation
  • 8. Mosaic: Frequency ● Sorted and scaled by column frequency
  • 9. Relative Frequency Scaling “the” corpus occurrences = 10000 pos -1 occurrences = 50 Score = 50/5000 = 0.005 “historical” corpus occurrences = 70 pos -1 occurrences = 11 Score = 11/70 = 0.157 ● Scale by scores of words in column ● Normalised for display height Concordance position frequency Corpus frequency
  • 11. Juxtaposed views ● A design pattern of composite visualization views ● Combination of KWIC and Mosaic views ● Overview and Detail ● Interaction with one view affects the other ● TEC corpus browser and Prefuse visualisation framework
  • 12.
  • 13.
  • 14. A Graph Based Abstraction of Textual Concordances and Two Renderings for their Interactive Visualisation
  • 16. Concatenated Context Trees ● Keyword defined in terms of eccentricity
  • 17. Concatenated Context Trees ● Contextual edges guarantee sentence retrieval
  • 18. Concordance Graph ● Contextual edges guarantee sentence retrieval
  • 19. Thank you!!! Any Questions? A Graph Based Abstraction of Textual Concordances and Two Renderings for their Interactive Visualisation