A comparison of scanpath comparison methods

被引：112

作者：

Anderson, Nicola C. ^{[1
]}

Anderson, Fraser ^{[2
]}

Kingstone, Alan ^{[3
]}

Bischof, Walter F. ^{[2
,3
]}

机构：

[1] Vrije Univ Amsterdam, Dept Cognit Psychol, NL-1081 BT Amsterdam, Netherlands

[2] Univ Alberta, Dept Comp Sci, Edmonton, AB, Canada

[3] Univ British Columbia, Dept Psychol, Vancouver, BC V5Z 1M9, Canada

来源：

BEHAVIOR RESEARCH METHODS | 2015年 / 47卷 / 04期

关键词：

Scanpath comparisons; Eye movements; Temporal dynamics of eye movements; Scanpath similarity; Recurrence quantification analysis; SACCADIC EYE-MOVEMENTS; EFFECT SIZE; CONVERSATION; CONSTRAINTS; STATISTICS; RECURRENCE; INSPECTION; FIXATIONS; IMAGERY; SCENES;

D O I：

10.3758/s13428-014-0550-3

中图分类号：

B841 [心理学研究方法];

学科分类号：

040201 ;

摘要：

Interest has flourished in studying both the spatial and temporal aspects of eye movement behavior. This has sparked the development of a large number of new methods to compare scanpaths. In the present work, we present a detailed overview of common scanpath comparison measures. Each of these measures was developed to solve a specific problem, but quantifies different aspects of scanpath behavior and requires different data-processing techniques. To understand these differences, we applied each scanpath comparison method to data from an encoding and recognition experiment and compared their ability to reveal scanpath similarities within and between individuals looking at natural scenes. Results are discussed in terms of the unique aspects of scanpath behavior that the different methods quantify. We conclude by making recommendations for choosing an appropriate scanpath comparison measure.

引用

页码：1377 / 1392

页数：16

共 43 条

[1] Recurrence quantification analysis of eye movements [J].

Anderson, Nicola C. ;

Bischof, Walter F. ;

Laidlaw, Kaitlin E. W. ;

Risko, Evan F. ;

Kingstone, Alan .

BEHAVIOR RESEARCH METHODS, 2013, 45 (03) :842-856

[2] Recommended effect size statistics for repeated measures designs [J].

Bakeman, R .

BEHAVIOR RESEARCH METHODS, 2005, 37 (03) :379-384

[3]

Box G.E.P., 2013, TIME SERIES ANAL FOR, V4nd, DOI DOI 10.1002/9781118619193

[4] Spontaneous eye movements during visual imagery reflect the content of the visual scene [J].

Brandt, SA ;

Stark, LW .

JOURNAL OF COGNITIVE NEUROSCIENCE, 1997, 9 (01) :27-38

[5] RELATIVE INDEX THEORY [J].

BUNKE, U .

JOURNAL OF FUNCTIONAL ANALYSIS, 1992, 105 (01) :63-76

[6]

Burmester M, 2010, J EYE MOVEMENT RES, V3

[7]

Cherubini M, 2010, J EYE MOVEMENT RES, V3

[8] ScanMatch: A novel method for comparing fixation sequences [J].

Cristino, Filipe ;

Mathot, Sebastiaan ;

Theeuwes, Jan ;

Gilchrist, Iain D. .

BEHAVIOR RESEARCH METHODS, 2010, 42 (03) :692-700

[9] NOMINAL CROSS RECURRENCE AS A GENERALIZED LAG SEQUENTIAL ANALYSIS FOR BEHAVIORAL STREAMS [J].

Dale, Rick ;

Warlaumont, Anne S. ;

Richardson, Daniel C. .

INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2011, 21 (04) :1153-1161

[10] It depends on how you look at it: Scanpath comparison in multiple dimensions with MultiMatch, a vector-based approach [J].

Dewhurst, Richard ;

Nystrom, Marcus ;

Jarodzka, Halszka ;

Foulsham, Tom ;

Johansson, Roger ;

Holmqvist, Kenneth .

BEHAVIOR RESEARCH METHODS, 2012, 44 (04) :1079-1100

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