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Immersive environments enable users to engage in embodied interaction, enhancing the sensemaking processes involved in completing tasks such as immersive analytics. Previous comparative studies on immersive analytics using augmented and…

Human-Computer Interaction · Computer Science 2024-04-08 Xiaoyan Zhou , Anil Ufuk Batmaz , Adam S. Williams , Dylan Schreiber , Francisco Ortega

Virtual Reality (VR) is increasingly used for training and demonstration purposes including a variety of applications ranging from robot learning to rehabilitation. However, the choice of input device and its visualization might influence…

Human-Computer Interaction · Computer Science 2026-02-12 Robin Beierling , Manuel Scheibl , Jonas Dech , Abhijit Vyas , Anna-Lisa Vollmer

We present our current research on the implementation of gaze as an efficient and usable pointing modality supplementary to speech, for interacting with augmented objects in our daily environment or large displays, especially immersive…

Human-Computer Interaction · Computer Science 2007-08-28 Daniel Gepner , Jérôme Simonin , Noëlle Carbonell

Eye gaze is considered an important indicator for understanding and predicting user behaviour, as well as directing their attention across various domains including advertisement design, human-computer interaction and film viewing. In this…

Software Engineering · Computer Science 2024-11-21 Karolina Trajkovska , Matjaž Kljun , Klen Čopič Pucihar

In this work we propose the combination of large interactive displays with personal head-mounted Augmented Reality (AR) for information visualization to facilitate data exploration and analysis. Even though large displays provide more…

Human-Computer Interaction · Computer Science 2020-10-20 Patrick Reipschläger , Tamara Flemisch , Raimund Dachselt

Hospitals are among the most cognitively demanding indoor environments, especially for patients and visitors unfamiliar with their layout. This study investigates the effectiveness of an augmented reality (AR)-based handheld navigation…

Human-Computer Interaction · Computer Science 2026-01-05 Kai Liu , Michelle L. Aebersold , Mark Lindquist , Haoting Gao

This study investigates the influence of Visual Guidance (VG) on user performance and human factors within Augmented Reality (AR) via a between-subjects experiment. VG is a crucial component in AR applications, serving as a bridge between…

Human-Computer Interaction · Computer Science 2025-03-10 Leon Pietschmann , Michel Schimpf , Zhu-Tian Chen , Hanspeter Pfister , Thomas Bohné

We present a comprehensive survey on the use of annotations in information visualizations, highlighting their crucial role in improving audience understanding and engagement with visual data. Our investigation encompasses empirical studies…

Human-Computer Interaction · Computer Science 2026-04-10 Md Dilshadur Rahman , Bhavana Doppalapudi , Ghulam Jilani Quadri , Paul Rosen

This paper presents a design space of interaction techniques to engage with visualizations that are printed on paper and augmented through Augmented Reality. Paper sheets are widely used to deploy visualizations and provide a rich set of…

Human-Computer Interaction · Computer Science 2022-08-24 Wai Tong , Zhutian Chen , Meng Xia , Leo Yu-Ho Lo , Linping Yuan , Benjamin Bach , Huamin Qu

Handheld Augmented Reality commonly implements some variant of magic lens rendering, which turns only a fraction of the user's real environment into AR while the rest of the environment remains unaffected. Since handheld AR devices are…

Human-Computer Interaction · Computer Science 2017-03-24 Peter Mohr , Markus Tatzgern , Jens Grubert , Dieter Schmalstieg , Denis Kalkofen

Conversational search systems increasingly provide source citations, yet how citation or source presentation formats influence user engagement remains unclear. We conducted a crowdsourcing user experiment with 394 participants comparing…

Human-Computer Interaction · Computer Science 2025-12-16 Jiangen He , Jiqun Liu

Text selection is a common and essential activity during text interaction in all interactive systems. As Augmented Reality (AR) head-mounted displays (HMDs) become more widespread, they will need to provide effective interaction techniques…

Human-Computer Interaction · Computer Science 2023-01-02 Xinyi Liu , Xuanru Meng , Becky Spittle , Wenge Xu , BoYu Gao , Hai-Ning Liang

Input multimodality combining speech and hand gestures has motivated numerous usability studies. Contrastingly, issues relating to the design and ergonomic evaluation of multimodal output messages combining speech with visual modalities…

Human-Computer Interaction · Computer Science 2007-09-05 Suzanne Kieffer , Noëlle Carbonell

Augmented reality (AR) technology provides means for embedding visualization in a real-world context. Such techniques allow situated analyses of live data in their spatial domain. However, as existing techniques have to be adapted for this…

Human-Computer Interaction · Computer Science 2022-09-07 Kuno Kurzhals , Michael Becher , Nelusa Pathmanathan , Guido Reina

The concept of augmented reality (AR) assistants has captured the human imagination for decades, becoming a staple of modern science fiction. To pursue this goal, it is necessary to develop artificial intelligence (AI)-based methods that…

In this study, we investigated gaze-based interaction methods within a virtual reality game with a visual search task with 52 participants. We compared four different interaction techniques: Selection by dwell time or confirmation of…

Human-Computer Interaction · Computer Science 2025-04-17 Björn Rene Severitt , Yannick Sauer , Alexander Neugebauer , Rajat Agarwala , Nora Castner , Siegfried Wahl

This paper introduces an augmented reality (AR) captioning framework designed to support Deaf and Hard of Hearing (DHH) learners in STEM classrooms by integrating non-verbal emotional cues into live transcriptions. Unlike conventional…

Human-Computer Interaction · Computer Science 2025-04-29 Sunday David Ubur

This paper explores how Mixed Reality (MR) and 2D video conferencing influence children's communication during a gesture-based guessing game. Finnish-speaking participants engaged in a short collaborative task using two different setups:…

Human-Computer Interaction · Computer Science 2025-06-10 Maryam Teimouri , Filip Ginter , Tomi "bgt" Suovuo

We present HOIGaze - a novel learning-based approach for gaze estimation during hand-object interactions (HOI) in extended reality (XR). HOIGaze addresses the challenging HOI setting by building on one key insight: The eye, hand, and head…

Computer Vision and Pattern Recognition · Computer Science 2025-04-29 Zhiming Hu , Daniel Haeufle , Syn Schmitt , Andreas Bulling

While visual search for targets within a complex scene might benefit from using augmented-reality (AR) head-mounted display (HMD) technologies helping to efficiently direct human attention, imperfectly reliable automation support could…

Human-Computer Interaction · Computer Science 2023-03-28 Amelia C. Warden , Christopher D. Wickens , Daniel Rehberg , Francisco R. Ortega , Benjamin A. Clegg