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"Human-centered machine learning" (HCML) is a term that describes machine learning that applies to human-focused problems. Although this idea is noteworthy and generates scholarly excitement, scholars and practitioners have struggled to…

Machine Learning · Computer Science 2022-03-02 Stevie Chancellor

Privacy Policies are a cornerstone of informed consent, yet a persistent gap exists between their legal intent and practical efficacy. Despite decades of Human-Computer Interaction (HCI) research proposing various visualizations, user…

Human-Computer Interaction · Computer Science 2026-01-27 Shuning Zhang , Eve He , Sixing Tao , Yuting Yang , Ying Ma , Ailei Wang , Xin Yi , Hewu Li

Artificial Intelligence (AI) has been increasingly applied to creative domains, leading to the development of systems that collaborate with humans in design processes. In Graphic Design, integrating computational systems into co-creative…

Human-Computer Interaction · Computer Science 2025-11-25 Joana Rovira Martins , Pedro Martins , Ana Boavida

This workshop addresses this gap by bringing together researchers and practitioners from AI, HCI, and the learning sciences to explore how interactive systems can better support learning. We focus on the design and evaluation of human-AI…

Human-Computer Interaction · Computer Science 2026-04-29 Meng Xia , Yan Chen , Qiao Jin , Yang Shi , Paul Denny , Tiffany Barnes , Qingsong Wen , Vincent Aleven

Reproducibility is a major concern across scientific fields. Human-Computer Interaction (HCI), in particular, is subject to diverse reproducibility challenges due to the wide range of research methodologies employed. In this article, we…

Human-Computer Interaction · Computer Science 2024-11-04 Thomas Kosch , Sebastian Feger

In HCI, frameworks function as a type of theoretical contribution, often supporting ideation, design, and evaluation. Yet, little is known about how they are actually used, what functions they serve, and which scholarly practices that shape…

Human-Computer Interaction · Computer Science 2026-03-20 Shitao Fang , Koji Yatani , Kasper Hornbæk

We discuss important aspects of HCI research regarding Research Data Management (RDM) to achieve better publication processes and higher reuse of HCI research results. Various context elements of RDM for HCI are discussed, including…

Human-Computer Interaction · Computer Science 2025-02-03 David Goedicke , Mark Colley , Sebastian S. Feger , Michael Goedicke , Bastian Pfleging , Wendy Ju

Human computation games (HCGs) are a crowdsourcing approach to solving computationally-intractable tasks using games. In this paper, we describe the need for generalizable HCG design knowledge that accommodates the needs of both players and…

Human-Computer Interaction · Computer Science 2017-06-13 Kristin Siu , Alexander Zook , Mark O. Riedl

Human-centered explainability has become a critical foundation for the responsible development of interactive information systems, where users must be able to understand, interpret, and scrutinize AI-driven outputs to make informed…

Human-Computer Interaction · Computer Science 2025-07-04 Yuhao Zhang , Jiaxin An , Ben Wang , Yan Zhang , Jiqun Liu

In this paper we focus on the International Journal of Human-Computer Studies (IJHCS) as a domain of analysis, to gain insights about its evolution in the past 50 years and what this evolution tells us about the research landscape…

Human-Computer Interaction · Computer Science 2019-08-13 Andrea Mannocci , Francesco Osborne , Enrico Motta

There is a growing interest in HCI to envision, design, and evaluate technology-enabled interventions that support users' emotion regulation. This interest stems in part from increased recognition that the ability to regulate emotions is…

Human-Computer Interaction · Computer Science 2022-04-05 Petr Slovak , Alissa N. Antle , Nikki Theofanopoulou , Claudia Daudén Roquet , James J Gross , Katherine Isbister

HCI and NLP traditionally focus on different evaluation methods. While HCI involves a small number of people directly and deeply, NLP traditionally relies on standardized benchmark evaluations that involve a larger number of people…

Computation and Language · Computer Science 2021-03-01 Hendrik Heuer , Daniel Buschek

The rationale of this work is based on the current user trust discourse of Artificial Intelligence (AI). We aim to produce novel HCI approaches that use trust as a facilitator for the uptake (or appropriation) of current technologies. We…

Human-Computer Interaction · Computer Science 2024-03-13 Sonia Sousa , Jose Cravino , Paulo Martins , David Lamas

In recent years, configuration problems have drawn tremendous attention because of their increasing prevalence and their big impact on system availability. We believe that many of these problems are attributable to today's configuration…

Human-Computer Interaction · Computer Science 2016-01-11 Tianyin Xu , Vineet Pandey , Scott Klemmer

Human-AI interfaces play a pivotal role in integrating clinicians' expertise with artificial intelligence to enhance both healthcare practice and research. However, designing effective interfaces in this domain remains a significant…

Human-Computer Interaction · Computer Science 2026-01-21 Rui Sheng , Chuhan Shi , Sobhan Lotfi , Shiyi Liu , Adam Perer , Huamin Qu , Furui Cheng

Artificial Intelligence (AI) spreads quickly as new technologies and services take over modern society. The need to regulate AI design, development, and use is strictly necessary to avoid unethical and potentially dangerous consequences to…

Human-Computer Interaction · Computer Science 2025-11-19 Miriana Calvano , Antonio Curci , Giuseppe Desolda , Andrea Esposito , Rosa Lanzilotti , Antonio Piccinno

User trust in Artificial Intelligence (AI) enabled systems has been increasingly recognized and proven as a key element to fostering adoption. It has been suggested that AI-enabled systems must go beyond technical-centric approaches and…

Human-Computer Interaction · Computer Science 2023-12-05 Tita Alissa Bach , Amna Khan , Harry Hallock , Gabriela Beltrão , Sonia Sousa

Human-computer interaction (HCI) emerged with the birth of the computer and has been upgraded through decades of development. Metaverse has attracted a lot of interest with its immersive experience, and HCI is the entrance to the Metaverse…

Human-Computer Interaction · Computer Science 2023-10-24 Hong Lin , Zirun Gan , Wensheng Gan , Zhenlian Qi , Yuehua Wang , Philip S. Yu

This paper reviews the existing literature on input device evaluation and design in human-computer interaction (HCI) and discusses possible applications of this knowledge to the design and evaluation of new interfaces for musical…

Human-Computer Interaction · Computer Science 2020-10-06 Nicola Orio , Norbert Schnell , Marcelo M. Wanderley

Human agency and autonomy have always been fundamental concepts in HCI. New developments, including ubiquitous AI and the growing integration of technologies into our lives, make these issues ever pressing, as technologies increase their…

Human-Computer Interaction · Computer Science 2023-02-06 Dan Bennett , Oussama Metatla , Anne Roudaut , Elisa Mekler