Supplemental Material for Eye Tracking and Pupillometry Are Indicators of Dissociable Latent Decision Processes

2014 ◽  
Keyword(s):  
Eye Tracking ◽  
Decision Processes

scholarly journals Eye tracking and pupillometry are indicators of dissociable latent decision processes.

2014 ◽  
Vol 143 (4) ◽  
pp. 1476-1488 ◽  
Author(s):  
James F. Cavanagh ◽  
Thomas V. Wiecki ◽  
Angad Kochar ◽  
Michael J. Frank
Keyword(s):  
Eye Tracking ◽  
Decision Processes

scholarly journals A probabilistic approach for eye-tracking based process tracing in catalog browsing

2016 ◽  
Vol 9 (7) ◽  
Author(s):  
Erina Ishikawa Schaffer ◽  
Hiroaki Kawashima ◽  
Takashi Matsuyama
Keyword(s):  
Eye Tracking ◽  
Decision Maker ◽  
Decision Process ◽  
Probabilistic Approach ◽  
Estimation Method ◽  
Decision Processes ◽  
Consumer Decision ◽  
Interactive Decision Support ◽  
Consumer Decision Process ◽  
Rule Based Approach

Eye movements are an important cue to understand consumer decision processes. Findings from existing studies suggest that the consumer decision process consists of a few different browsing states such as screening and evaluation. This study proposes a hidden Markov-based gaze model to reveal the characteristics and temporal changes of browsing states in catalog browsing situations. Unlike previous models that employ a heuristic rule-based approach, our model learns the browsing states in a bottom-up manner. Our model employs information about how often a decision maker looks at a selected item (the item finally selected by a decision maker) to identify the browsing states. We evaluated our model using eye tracking data in digital catalog browsing and confirmed our model can split decision process into meaningful browsing states. Finally, we propose an estimation method of browsing states that does not require the information of the selected item for applications such as an interactive decision support.

scholarly journals Exploring Applications of Eye Tracking in Operational Meteorology Research

2016 ◽  
Vol 97 (11) ◽  
pp. 2019-2025 ◽  
Author(s):  
Katie A. Wilson ◽  
Pamela L. Heinselman ◽  
Ziho Kang
Keyword(s):  
Data Collection ◽  
Eye Tracking ◽  
Real Time ◽  
Cognitive Processes ◽  
Eye Gaze ◽  
Decision Processes ◽  
The Future ◽  
Types Of Information ◽  
Research Domains ◽  
Tracking Technology

Abstract Eye-tracking technology can observe where and how someone’s eye gaze is directed, and therefore provides information about one’s attention and related cognitive processes in real time. The use of eye-tracking methods is evident in a variety of research domains, and has been used on few occasions within the meteorology community. With the goals of Weather Ready Nation in mind, eye-tracking applications in meteorology have so far supported the need to address how people interpret meteorological information through televised forecasts and graphics. However, eye tracking has not yet been applied to learning about forecaster behavior and decision processes. In this article, we consider what current methods are being used to study forecasters and why we believe eye tracking is a method that should be incorporated into our efforts. We share our first data collection of an NWS forecaster’s eye gaze data, and explore the types of information that these data provide about the forecaster’s cognitive processes. We also discuss how eye-tracking methods could be applied to other aspects of operational meteorology research in the future, and provide motivation for further exploration on this topic.

scholarly journals Decision moving window: using interactive eye tracking to examine decision processes

2011 ◽  
Vol 43 (3) ◽  
pp. 853-863 ◽  
Author(s):  
Ana M. Franco-Watkins ◽  
Joseph G. Johnson
Keyword(s):  
Eye Tracking ◽  
Decision Processes ◽  
Moving Window

An Eye-Tracking Study on Audiovisual Speech Perception Strategies Adopted by Normal-Hearing and Deaf Adults Under Different Language Familiarities

2020 ◽  
Vol 63 (7) ◽  
pp. 2245-2254 ◽  
Author(s):  
Jianrong Wang ◽  
Yumeng Zhu ◽  
Yu Chen ◽  
Abdilbar Mamat ◽  
Mei Yu ◽  
...  
Keyword(s):  
Speech Perception ◽  
Eye Tracking ◽  
Normal Hearing ◽  
Audiovisual Speech ◽  
Audiovisual Speech Perception ◽  
Allocation Pattern ◽  
Deaf Adults ◽  
Bilingual Speaker ◽  
Primary Hypothesis ◽  
Standard Chinese

Purpose The primary purpose of this study was to explore the audiovisual speech perception strategies.80.23.47 adopted by normal-hearing and deaf people in processing familiar and unfamiliar languages. Our primary hypothesis was that they would adopt different perception strategies due to different sensory experiences at an early age, limitations of the physical device, and the developmental gap of language, and others. Method Thirty normal-hearing adults and 33 prelingually deaf adults participated in the study. They were asked to perform judgment and listening tasks while watching videos of a Uygur–Mandarin bilingual speaker in a familiar language (Standard Chinese) or an unfamiliar language (Modern Uygur) while their eye movements were recorded by eye-tracking technology. Results Task had a slight influence on the distribution of selective attention, whereas subject and language had significant influences. To be specific, the normal-hearing and the d10eaf participants mainly gazed at the speaker's eyes and mouth, respectively, in the experiment; moreover, while the normal-hearing participants had to stare longer at the speaker's mouth when they confronted with the unfamiliar language Modern Uygur, the deaf participant did not change their attention allocation pattern when perceiving the two languages. Conclusions Normal-hearing and deaf adults adopt different audiovisual speech perception strategies: Normal-hearing adults mainly look at the eyes, and deaf adults mainly look at the mouth. Additionally, language and task can also modulate the speech perception strategy.

Activation and Persistence of Implicit Causality Information in Spoken Language Comprehension

2010 ◽  
Vol 57 (1) ◽  
pp. 5-16 ◽  
Author(s):  
Pirita Pyykkönen ◽  
Juhani Järvikivi
Keyword(s):  
Eye Tracking ◽  
Language Comprehension ◽  
Spoken Language ◽  
Visual World ◽  
Implicit Causality ◽  
Causality Information ◽  
Spoken Language Comprehension

A visual world eye-tracking study investigated the activation and persistence of implicit causality information in spoken language comprehension. We showed that people infer the implicit causality of verbs as soon as they encounter such verbs in discourse, as is predicted by proponents of the immediate focusing account ( Greene & McKoon, 1995 ; Koornneef & Van Berkum, 2006 ; Van Berkum, Koornneef, Otten, & Nieuwland, 2007 ). Interestingly, we observed activation of implicit causality information even before people encountered the causal conjunction. However, while implicit causality information was persistent as the discourse unfolded, it did not have a privileged role as a focusing cue immediately at the ambiguous pronoun when people were resolving its antecedent. Instead, our study indicated that implicit causality does not affect all referents to the same extent, rather it interacts with other cues in the discourse, especially when one of the referents is already prominently in focus.

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