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A visual approach for scan path comparison

Published: 26 March 2014 Publication History

Abstract

Several algorithms, approaches, and implementations have been developed to support comparison of scan paths and finding of interesting scan path structures. In this work we contribute a visual approach to support scan path comparison. A key feature of this approach is the combination of a clustering algorithm using Levenshtein distance with the parallel scan path visualization technique. The combination of computational methods with an interactive visualization allows us to use both the power of pattern finding algorithms and the human ability to visually recognize patterns. To use the concept in practice we implemented the approach in a prototype and show its application in two scan path analysis scenarios from automobile usability testing and visualization research.

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  • (2023)Group Diagrams for simplified representation of scanpathsJournal of Visualization10.1007/s12650-023-00924-426:5(1173-1187)Online publication date: 2-May-2023
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cover image ACM Conferences
ETRA '14: Proceedings of the Symposium on Eye Tracking Research and Applications
March 2014
394 pages
ISBN:9781450327510
DOI:10.1145/2578153
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 26 March 2014

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Author Tags

  1. eye tracking
  2. pattern analysis
  3. trajectory analysis
  4. visualization

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  • Research-article

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ETRA '14
ETRA '14: Eye Tracking Research and Applications
March 26 - 28, 2014
Florida, Safety Harbor

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Overall Acceptance Rate 69 of 137 submissions, 50%

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ETRA '25

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Cited By

View all
  • (2023)Group Diagrams for simplified representation of scanpathsJournal of Visualization10.1007/s12650-023-00924-426:5(1173-1187)Online publication date: 2-May-2023
  • (2022)Group Diagrams for Simplified Representation of ScanpathsProceedings of the 15th International Symposium on Visual Information Communication and Interaction10.1145/3554944.3554971(1-8)Online publication date: 16-Aug-2022
  • (2020)Lifelong Learning from Sustainable Education: An Analysis with Eye Tracking and Data Mining TechniquesSustainability10.3390/su1205197012:5(1970)Online publication date: 5-Mar-2020
  • (2020)A MinHash approach for fast scanpath classificationACM Symposium on Eye Tracking Research and Applications10.1145/3379155.3391325(1-9)Online publication date: 2-Jun-2020
  • (2018)Identifying similar eye movement patterns with t-SNEProceedings of the Conference on Vision, Modeling, and Visualization10.2312/vmv.20181260(111-118)Online publication date: 10-Oct-2018
  • (2018)The hierarchical flow of eye movementsProceedings of the 3rd Workshop on Eye Tracking and Visualization10.1145/3205929.3205930(1-5)Online publication date: 15-Jun-2018
  • (2018)EyeMSAProceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications10.1145/3204493.3204565(1-5)Online publication date: 14-Jun-2018
  • (2015)Exploratory Analysis of Visual Search DataFoundations of Augmented Cognition10.1007/978-3-319-20816-9_52(537-547)Online publication date: 2015

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