Analysing the spatial dimension of eye movement data using a visual analytic approach

被引：21

作者：

Ooms, Kristien ^{[1
]}

Andrienko, Gennady ^{[2
]}

Andrienko, Natalia ^{[2
]}

De Maeyer, Philippe ^{[1
]}

Fack, Veerle ^{[3
]}

机构：

[1] Univ Ghent, Dept Geog, B-9000 Ghent, Belgium

[2] Fraunhofer Inst Intelligent Anal & Informat Syst, D-53754 Schloss Birlinghoven, Sankt Augustin, Germany

[3] Univ Ghent, Dept Appl Math & Comp Sci, B-9000 Ghent, Belgium

来源：

EXPERT SYSTEMS WITH APPLICATIONS | 2012年 / 39卷 / 01期

关键词：

Map design; Visual analytics; Eye movements; Mental map;

D O I：

10.1016/j.eswa.2011.08.013

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Conventional analyses on eye movement data only take into account eye movement metrics, such as the number or the duration of fixations and length of the scanpaths, on which statistical analysis is performed for detecting significant differences. However, the spatial dimension in the eye movements is neglected, which is an essential element when investigating the design of maps. The study described in this paper uses a visual analytics software package, the Visual Analytics Toolkit, to analyse the eye movement data. Selection, simplification and aggregation functions are applied to filter out meaningful subsets of the data to be able to recognise structures in the movement data. Visualising and analysing these patterns provides essential insights in the user's search strategies while working on a (n interactive) map. (C) 2011 Elsevier Ltd. All rights reserved.

引用

页码：1324 / 1332

页数：9

共 16 条

[1]

Andrienko G., 2007, ACM SIGKDD Explorations Newsletter, V9, P38, DOI [DOI 10.1145/1345448.1345455, 10.1145/1345448.1345455]

[2] Visual Analytics for Geographic Analysis, Exemplified by Different Types of Movement Data [J].

Andrienko, Gennady ;

Andrienko, Natalia .

INFORMATION FUSION AND GEOGRAPHIC INFORMATION SYSTEMS, PROCEEDINGS, 2009, :3-17

[3]

Andrienko N., 2010, IEEE T VISUALIZATION

[4]

[Anonymous], 1994, USABILITY INSPECTION, DOI [10.5555/2821575, DOI 10.5555/2821575]

[5]

Bevan N., 1995, SYMBIOSIS HUMAN ARTI, V20, P349

[6]

Brodersen L., 2001, APPL EYE MOVEMENT TR, P98

[7]

Chisnell D., 2008, Handbook of usability testing: How to plan, design, and conduct effective tests, V2nd

[8] Evaluating the Effectiveness of Interactive Map Interface Designs: A Case Study Integrating Usability Metrics with Eye-Movement Analysis [J].

Coeltekin, Arzu ;

Heil, Benedikt ;

Garlandini, Simone ;

Fabrikant, Sara Irina .

CARTOGRAPHY AND GEOGRAPHIC INFORMATION SCIENCE, 2009, 36 (01) :5-17

[9]

Downs RogerM., 1977, Maps in Minds: Reflections on Cognitive Mapping

[10]

Duchowski A. T., 2007, EYE TRACKING METHODO, P137, DOI [10.1007/978-1-84628-609-4_12, DOI 10.1007/978-1-84628-609-4_12, https://doi.org/10.1007/978-184628-609-412]

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