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# How to cite the library and the methodology.
#
# The primary citation is the repository itself. There is deliberately no
# `preferred-citation` field here: without it citation tools take the program
# itself rather than an article. The works the methodology rests on are
# collected in `references` and are added to the citation according to what
# exactly was used.
#
# The `doi` field holds the CONCEPT DOI: it points at all versions of the library
# and always resolves to the latest one — that is the DOI to cite. The DOI of a
# particular version is issued by Zenodo separately (1.0.0 -- 10.5281/zenodo.22096317).
cff-version: 1.2.0
message: >-
Cite the library itself: the fields of this file are the primary citation.
In addition, according to what exactly was used in the work, add from the
references section: the model of the saccadic main sequence (Kruchinina,
Xu, 2026) — its result is built into the computation of every detection
threshold; the saccade trajectory model (Kruchinina, Yakushev, 2018 and
Kruchinina, 2020) — when the saccade_model module is used; the criterion of
the quality of visual tracking (Shtefanova, Yakushev, 2008) — when a value
of ksv is reported; the study of biathlon shooting (Kruchinina, Polikanova,
2025) — when the swept area bcea_deg2 is used.
type: software
title: eyetracking_analytics
abstract: >-
A library for the markup and analysis of eye and gaze movements: detection of
gaze shifts, fixations and integral characteristics of a recording. The
detection thresholds are derived from the sampling rate by the model of the
saccadic main sequence rather than given as constants.
version: 1.0.0
license: BSD-3-Clause
repository-code: https://github.com/ankorm/eyetracking_analytics
authors:
- family-names: Kruchinina
given-names: Anna
orcid: https://orcid.org/0000-0001-9720-8163
keywords:
- eye tracking
- gaze
- saccade main sequence
- fixation detection
- oculography
doi: 10.5281/zenodo.22096316 # concept DOI: all versions, resolves to the latest
references:
# The model of the main sequence: Table 4 supplies the parameters
# (T0_ms, m, V0, n) in models.py, from which all detection thresholds follow.
- type: article
title: >-
Analysis of saccadic main sequence relationship from a time-optimal
control perspective
year: 2026
authors:
- family-names: Kruchinina
given-names: Anna
orcid: https://orcid.org/0000-0001-9720-8163
- family-names: Xu
given-names: Xuemei
journal: Russian Journal of Biomechanics
volume: 30
issue: 1
start: 108
end: 114
doi: 10.15593/RJBiomech/2026.1.10
# The saccade trajectory model as a time-optimal control problem: a
# second-order element with relay control, the switching moments following
# from the condition of hitting the target. Implemented in saccade_model.py.
- type: article
title: Parametrization of Saccade Trajectories
year: 2018
authors:
- family-names: Kruchinina
given-names: Anna
orcid: https://orcid.org/0000-0001-9720-8163
- family-names: Yakushev
given-names: A. G.
journal: Moscow University Mechanics Bulletin
volume: 73
issue: 4
start: 97
end: 100
doi: 10.3103/S0027133018340052
- type: article
title: Optimal time task in saccadic eye movement
year: 2020
authors:
- family-names: Kruchinina
given-names: Anna
orcid: https://orcid.org/0000-0001-9720-8163
journal: Russian Journal of Biomechanics
volume: 24
issue: 1
start: 33
end: 39
doi: 10.15593/RJBiomech/2020.1.04
# The criterion of the quality of visual tracking, on which the gaze
# stabilization coefficient rests (ksv in eyetracking_funs.py). Please cite
# it if a value of ksv is reported.
- type: article
title: A quality criterion for visual tracking during nystagmus
year: 2008
authors:
- family-names: Shtefanova
given-names: O. Yu.
- family-names: Yakushev
given-names: A. G.
journal: Moscow University Mechanics Bulletin
volume: 63
issue: 4
start: 100
end: 102
doi: 10.3103/S0027133008040043
# The work in which the measure of the swept area was applied (BCEA,
# bcea_deg2 in gaze_mark.py): there it measured the area of the aiming region.
- type: article
title: >-
Analysis of Eye and Head Tracking Movements during Shooting from the
Prone Position in Biathletes Compared to Novices
year: 2025
authors:
- family-names: Kruchinina
given-names: Anna
orcid: https://orcid.org/0000-0001-9720-8163
- family-names: Polikanova
given-names: I. S.
journal: Psychology. Journal of the Higher School of Economics
volume: 22
issue: 3
start: 473
end: 488
doi: 10.17323/1813-8918-2025-3-473-488