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Nowadays, learning increasingly involves the usage of search engines and web resources. The related interdisciplinary research field search as learning aims to understand how people learn on the web. Previous work has investigated several…

信息检索 · 计算机科学 2024-01-11 Wolfgang Gritz , Anett Hoppe , Ralph Ewerth

We study the ability of human observer to control fixation duration during execution of visual search tasks. We conducted the eye-tracking experiments with natural and synthetic images and found the dependency of fixation duration on…

神经元与认知 · 定量生物学 2020-04-24 Alexander Vasilyev

The interplay between text and visualization is gaining importance for media where traditional text is enriched by visual elements to improve readability and emphasize facts. In two controlled eye-tracking experiments ($N=12$), we approach…

人机交互 · 计算机科学 2024-04-09 Franziska Huth , Maurice Koch , Miriam Awad , Daniel Weiskopf , Kuno Kurzhals

Eye-tracking data has been shown to correlate with a user's knowledge level and query formulation behaviour. While previous work has focused primarily on eye gaze fixations for attention analysis, often requiring additional contextual…

信息检索 · 计算机科学 2025-05-07 Jiaman He , Zikang Leng , Dana McKay , Johanne R. Trippas , Damiano Spina

Throughout the search process, the user's gaze on inspected SERPs and websites can reveal his or her search interests. Gaze behavior can be captured with eye tracking and described with word-eye-fixations. Word-eye-fixations contain the…

信息检索 · 计算机科学 2020-08-06 Masoud Davari , Daniel Hienert , Dagmar Kern , Stefan Dietze

A wide variety of use case templates supports different variants to link a use case with its associated requirements. Regardless of the linking, a reader must process the related information simultaneously to understand them. Linking…

软件工程 · 计算机科学 2021-07-06 Oliver Karras , Alexandra Risch , Jil Klünder

This work presents a study on the extraction and analysis of a set of 101 categories of eye movement features from three types of eye movement events: fixations, saccades, and post-saccadic oscillations. The eye movements were recorded…

计算机视觉与模式识别 · 计算机科学 2017-03-28 Ioannis Rigas , Lee Friedman , Oleg Komogortsev

Eye movements during reading offer insights into both the reader's cognitive processes and the characteristics of the text that is being read. Hence, the analysis of scanpaths in reading have attracted increasing attention across fields,…

计算与语言 · 计算机科学 2023-05-19 Shuwen Deng , David R. Reich , Paul Prasse , Patrick Haller , Tobias Scheffer , Lena A. Jäger

In this paper, we consider the problem of visual scanning mechanism underpinning sensorimotor tasks, such as walking and driving, in dynamic environments. We exploit eye tracking data for offering two new cognitive effort measures in visual…

人机交互 · 计算机科学 2024-05-24 Runlin Zhang , Qing Xu , Simon Parkinson , Klaus Schoeffmann , Yu Chen

When reading, we often have specific information that interests us in a text. For example, you might be reading this paper because you are curious about LLMs for eye movements in reading, the experimental design, or perhaps you wonder…

计算与语言 · 计算机科学 2026-03-03 Cfir Avraham Hadar , Omer Shubi , Yoav Meiri , Amit Heshes , Yevgeni Berzak

Losing track of reading progress during line switching can be frustrating. Eye gaze tracking technology offers a potential solution by highlighting read paragraphs, aiding users in avoiding wrong line switches. However, the gap between gaze…

人机交互 · 计算机科学 2024-12-16 Sikai Yang , Gang Yan , Wan Du

We present a novel approach for determining learners' second language proficiency which utilizes behavioral traces of eye movements during reading. Our approach provides stand-alone eyetracking based English proficiency scores which reflect…

计算与语言 · 计算机科学 2018-04-25 Yevgeni Berzak , Boris Katz , Roger Levy

Reading plays a vital role in updating the researchers on recent developments in the field, including but not limited to solutions to various problems and collaborative studies between disciplines. Prior studies identify reading patterns to…

数字图书馆 · 计算机科学 2022-05-18 Bhanuka Mahanama , Gavindya Jayawardena , Yasasi Abeysinghe , Vikas Ashok , Sampath Jayarathna

While being able to read with screen magnifiers, low vision people have slow and unpleasant reading experiences. Eye tracking has the potential to improve their experience by recognizing fine-grained gaze behaviors and providing more…

人机交互 · 计算机科学 2023-03-30 Ru Wang , Linxiu Zeng , Xinyong Zhang , Sanbrita Mondal , Yuhang Zhao

This article adds to the understanding of teachers' visual expertise by measuring visual information processing in real-world classrooms (mobile eye-tracking) with the newly introduced Gaze Relational Index (GRI) metric, which is defined as…

计算机与社会 · 计算机科学 2023-04-13 Christian Kosel , Angelina Mooseder , Tina Seidel , Juergen Pfeffer

Understanding reader behaviors such as skimming, deep reading, and scanning is essential for improving educational instruction. While prior eye-tracking studies have trained models to recognize reading behaviors, they often rely on…

There is growing evidence that cognitive processes may have fractal structures as a signature of complexity. It is an an ongoing topic of research to study the class of complexity and how it may differ as a function of cognitive variables.…

数据分析、统计与概率 · 物理学 2017-07-11 Mohammad Sharifi , Hamed Farahani , Farhad Shahbazi , Masood Sharifi , Christofer T. Kello , Marzieh Zare

In this work, we analyze how human gaze during reading comprehension is conditioned on the given reading comprehension question, and whether this signal can be beneficial for machine reading comprehension. To this end, we collect a new…

计算与语言 · 计算机科学 2020-10-16 Jonathan Malmaud , Roger Levy , Yevgeni Berzak

This study used eye-tracking to capture the students' visual attention while taking the test of understanding graphs in kinematics (TUG-K). A total of N = 115 upper-secondary-level students from Germany and Switzerland took the 26-item…

Reading is a process that unfolds across space and time, alternating between fixations where a reader focuses on a specific point in space, and saccades where a reader rapidly shifts their focus to a new point. An ansatz of…

机器学习 · 计算机科学 2025-06-26 Francesco Ignazio Re , Andreas Opedal , Glib Manaiev , Mario Giulianelli , Ryan Cotterell
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