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The sharing and reuse of data are seen as critical to solving the most complex problems of today. Despite this potential, relatively little is known about a key step in data reuse: people's behaviours involved in data-centric sensemaking.…

人机交互 · 计算机科学 2022-11-10 Laura Koesten , Kathleen Gregory , Paul Groth , Elena Simperl

The ability to anticipate others' goals and intentions is at the basis of human-human social interaction. Such ability, largely based on non-verbal communication, is also a key to having natural and pleasant interactions with artificial…

机器人学 · 计算机科学 2024-08-13 Federico Figari Tomenotti , Nicoletta Noceti

Webcam-based eye tracking is a cost-effective, scalable method for remote research that effectively reaches broader populations. However, uncontrolled environments and hardware diversity lead to inconsistent data quality in crowdsourcing.…

人机交互 · 计算机科学 2026-05-06 Ka Hei Carrie Lau , Enkelejda Kasneci

Across a plethora of social situations, we touch others in natural and intuitive ways to share thoughts and emotions, such as tapping to get one's attention or caressing to soothe one's anxiety. A deeper understanding of these…

人机交互 · 计算机科学 2022-10-11 Shan Xu , Chang Xu , Sarah McIntyre , Håkan Olausson , Gregory J. Gerling

This work aims to tackle the intent recognition problem in Human-Robot Collaborative assembly scenarios. Precisely, we consider an interactive assembly of a wooden stool where the robot fetches the pieces in the correct order and the human…

Tactile sensing is critical to fine-grained, contact-rich manipulation tasks, such as insertion and assembly. Prior research has shown the possibility of learning tactile-guided policy from teleoperated demonstration data. However, to…

机器人学 · 计算机科学 2025-02-07 Kelin Yu , Yunhai Han , Qixian Wang , Vaibhav Saxena , Danfei Xu , Ye Zhao

Understanding social interactions from egocentric views is crucial for many applications, ranging from assistive robotics to AR/VR. Key to reasoning about interactions is to understand the body pose and motion of the interaction partner…

计算机视觉与模式识别 · 计算机科学 2022-08-17 Siwei Zhang , Qianli Ma , Yan Zhang , Zhiyin Qian , Taein Kwon , Marc Pollefeys , Federica Bogo , Siyu Tang

Humans express their emotions via facial expressions, voice intonation and word choices. To infer the nature of the underlying emotion, recognition models may use a single modality, such as vision, audio, and text, or a combination of…

机器学习 · 计算机科学 2022-02-21 Vandana Rajan , Alessio Brutti , Andrea Cavallaro

Photo-based reminiscence has the potential to have a positive impact on older adults' reconnection with their personal history and improve their well-being. Supporting reminiscence in older adults through technological implementations is…

人机交互 · 计算机科学 2026-02-04 Lei Han , Mingnan Wei , Qiongyan Chen , Anqi Wang , Rong Pang , Kefei Liu , Rongrong Chen , David Yip

Visual attention is highly fragmented during mobile interactions, but the erratic nature of attention shifts currently limits attentive user interfaces to adapting after the fact, i.e. after shifts have already happened. We instead study…

人机交互 · 计算机科学 2018-07-26 Julian Steil , Philipp Müller , Yusuke Sugano , Andreas Bulling

Current advance of internet allows rapid dissemination of information, accelerating the progress on wide spectrum of society. This has been done mainly through the use of website interface with inherent unique human interactions. In this…

人机交互 · 计算机科学 2022-01-13 Decky Aspandi , Sarah Doosdal , Victor Ülger , Lukas Gillich , Steffen Staab

Objects are entities we act upon, where the functionality of an object is determined by how we interact with it. In this work we propose a Dual Attention Network model which reasons about human-object interactions. The dual-attentional…

计算机视觉与模式识别 · 计算机科学 2019-09-12 Tete Xiao , Quanfu Fan , Dan Gutfreund , Mathew Monfort , Aude Oliva , Bolei Zhou

We present a model for inferring where users look during interaction based on keypress data only. Given a key log, it outputs a scanpath that tells, moment-by-moment, how the user had moved eyes while entering those keys. The model can be…

人机交互 · 计算机科学 2025-07-25 Yujun Zhu , Danqing Shi , Hee-Seung Moon , Antti Oulasvirta

How should computer science and social science collaborate to build a common model? How should they proceed to gather data that is really useful to the modelling? How can they design a survey that is tailored to the target model? This paper…

计算机与社会 · 计算机科学 2020-11-30 Elise Beck , Julie Dugdale , Carole Adam , Christelle Gaïdatzis , Julius Bañgate

This paper presents a low-cost eye-tracker aimed at carrying out tests based on a Visual Paired Comparison protocol for the early detection of Mild Cognitive Impairment. The proposed eye-tracking system is based on machine learning…

人机交互 · 计算机科学 2024-08-13 Danilo Greco , Francesco Masulli , Stefano Rovetta , Alberto Cabri , Davide Daffonchio

For many applications, such as targeted advertising and content recommendation, knowing users' traits and interests is a prerequisite. User profiling is a helpful approach for this purpose. However, current methods, i.e. self-reporting,…

人机交互 · 计算机科学 2016-04-15 Keng-Teck Ma , Qianli Xu , Liyuan Li , Terence Sim , Mohan Kankanhalli , Rosary Lim

Human-object interaction (HOI) detection plays a key role in high-level visual understanding, facilitating a deep comprehension of human activities. Specifically, HOI detection aims to locate the humans and objects involved in interactions…

计算机视觉与模式识别 · 计算机科学 2025-03-19 Yuxiao Wang , Yu Lei , Li Cui , Weiying Xue , Qi Liu , Zhenao Wei

In this work, we address the problem of measuring and predicting temporal video saliency - a metric which defines the importance of a video frame for human attention. Unlike the conventional spatial saliency which defines the location of…

人机交互 · 计算机科学 2020-02-13 Oleksii Sidorov , Marius Pedersen , Nam Wook Kim , Sumit Shekhar

Recent advances in natural-language processing and data analysis allow software bots to become virtual team members, providing an additional set of automated eyes and additional perspectives for informing and supporting teamwork. In this…

软件工程 · 计算机科学 2020-07-20 Christoph Matthies , Franziska Dobrigkeit , Guenter Hesse

Eye tracking in recommender systems can provide an additional source of implicit feedback, while helping to evaluate other sources of feedback. In this study, we use eye tracking data to inform a collaborative filtering model for movie…

信息检索 · 计算机科学 2023-05-15 Santiago de Leon-Martinez , Robert Moro , Maria Bielikova