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As vehicle automation technology continues to mature, there is a necessity for robust remote monitoring and intervention features. These are essential for intervening during vehicle malfunctions, challenging road conditions, or in areas…

Human-Computer Interaction · Computer Science 2025-02-19 Mark Colley , Jonathan Westhauser , Jonas Andersson , Alexander G. Mirnig , Enrico Rukzio

Automated vehicles are pictured as the future of transportation, and facilitating safer driving is only one of the many benefits. However, due to the constantly changing role of the human driver, users are easily confused and have little…

Human-Computer Interaction · Computer Science 2024-06-17 Y. C. Liu , N. Figalova , M. Baumann , K Bengler

In this article, we report on the design and evaluation of an external human-machine interface (eHMI) for a real autonomous vehicle (AV), developed to operate as a shared transport pod in a pedestrianized urban space. We present insights…

Human-Computer Interaction · Computer Science 2024-06-19 Marius Hoggenmueller , Martin Tomitsch , Stewart Worrall

This paper presents the results of real-world testing of human-vehicle interactions with an autonomous vehicle equipped with internal and external Human Machine Interfaces (HMIs) in a crosswalk scenario. The internal and external HMIs were…

Human-Computer Interaction · Computer Science 2023-07-25 R. Izquierdo , S. Martín , J. Alonso , I. Parra , M. A. , D. Fernández-Llorca

Each year, over half of global traffic fatalities involve vulnerable road users (e.g. pedestrians), often due to human error. Level-5 automated driving systems (ADSs) could reduce driver errors contributing to pedestrian accidents, though…

Human-Computer Interaction · Computer Science 2025-07-30 Viktoria Marcus , Griffin Pitts , Sanaz Motamedi

It is essential to help drivers have appropriate understandings of level 2 automated driving systems for keeping driving safety. A human machine interface (HMI) was proposed to present real time results of image recognition by the automated…

Human-Computer Interaction · Computer Science 2021-06-28 Bo Yang , Koichiro Inoue , Satoshi Kitazaki , Kimihiko Nakano

Highly automated vehicles represent one of the most crucial development efforts in the automotive industry. In addition to the use of research vehicles, production vehicles for the general public are realistic in the near future. However,…

As autonomous vehicles are gradually being deployed in the real world, external Human-Machine Interfaces (eHMIs) are expected to serve as a critical solution for enhancing vehicle-pedestrian communication. However, existing eHMI designs…

Human-Computer Interaction · Computer Science 2026-02-24 Jialong Li , Zhenyu Mao , Zhiyao Wang , Yijun Lu , Shogo Morita , Nianyu Li , Kenji Tei

We propose that safe, beautiful, fulfilling vehicle HMI design must start from a rigorous consideration of minimalist design. Modern vehicles are changing from mechanical machines to mobile computing devices, similar to the change from…

Human-Computer Interaction · Computer Science 2018-05-09 Julia Kindelsberger , Lex Fridman , Michael Glazer , Bryan Reimer

Automated vehicles lack natural communication channels with other road users, making external Human-Machine Interfaces (eHMIs) essential for conveying intent and maintaining trust in shared environments. However, most eHMI studies rely on…

Human-Computer Interaction · Computer Science 2026-04-22 Ding Xia , Xinyue Gui , Mark Colley , Fan Gao , Zhongyi Zhou , Dongyuan Li , Renhe Jiang , Takeo Igarashi

Automatic evaluation metrics are a crucial component of dialog systems research. Standard language evaluation metrics are known to be ineffective for evaluating dialog. As such, recent research has proposed a number of novel,…

Computation and Language · Computer Science 2021-07-09 Yi-Ting Yeh , Maxine Eskenazi , Shikib Mehri

Modern manufacturing systems typically require high degrees of flexibility, in terms of ability to customize the production lines to the constantly changing market requests. For this purpose, manufacturing systems are required to be able to…

Human-Computer Interaction · Computer Science 2017-06-27 Valeria Villani , Lorenzo Sabattini , Julia N. Czerniak , Alexander Mertens , Birgit Vogel-Heuser , Cesare Fantuzzi

Autonomous vehicles (AVs) tend to disrupt the atmosphere and pedestrian experience in urban shared spaces, undermining the focus of these spaces on people and placemaking. We investigate how external human-machine interfaces (eHMIs)…

Human-Computer Interaction · Computer Science 2026-03-31 Yiyuan Wang , Martin Tomitsch , Marius Hoggenmüller , Senuri Wijenayake , Wai Yan , Luke Hespanhol

Multimodal foundation models that can holistically process text alongside images, video, audio, and other sensory modalities are increasingly used in a variety of real-world applications. However, it is challenging to characterize and study…

As conversational AI-based dialogue management has increasingly become a trending topic, the need for a standardized and reliable evaluation procedure grows even more pressing. The current state of affairs suggests various evaluation…

Computation and Language · Computer Science 2020-06-12 Sarah E. Finch , Jinho D. Choi

This study presents the outcomes of empirical investigations pertaining to human-vehicle interactions involving an autonomous vehicle equipped with both internal and external Human Machine Interfaces (HMIs) within a crosswalk scenario. The…

Human-Computer Interaction · Computer Science 2023-12-14 Rubén Izquierdo , Javier Alonso , Ola Benderius , Miguel Ángel Sotelo , David Fernández Llorca

As automated machine learning (AutoML) systems continue to progress in both sophistication and performance, it becomes important to understand the `how' and `why' of human-computer interaction (HCI) within these frameworks, both current and…

Machine Learning · Computer Science 2022-05-10 Thanh Tung Khuat , David Jacob Kedziora , Bogdan Gabrys

In recent years, researchers and manufacturers have started to investigate ways to enable autonomous vehicles (AVs) to interact with nearby pedestrians in compensation for the absence of human drivers. The majority of these efforts focuses…

Human-Computer Interaction · Computer Science 2024-03-11 Yiyuan Wang , Luke Hespanhol , Martin Tomitsch

Evaluating the quality of a dialogue system is an understudied problem. The recent evolution of evaluation method motivated this survey, in which an explicit and comprehensive analysis of the existing methods is sought. We are first to…

Computation and Language · Computer Science 2021-08-04 Xinmeng Li , Wansen Wu , Long Qin , Quanjun Yin

Autonomous vehicles often make complex decisions via machine learning-based predictive models applied to collected sensor data. While this combination of methods provides a foundation for real-time actions, self-driving behavior primarily…

Robotics · Computer Science 2024-04-12 Shahin Atakishiyev , Mohammad Salameh , Randy Goebel