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Multimodal Large Language Models (MLLMs) are increasingly used to interpret visualizations, yet little is known about why they fail. We present the first systematic analysis of barriers to visualization literacy in MLLMs. Using the…

Human-Computer Interaction · Computer Science 2026-01-21 Mengli , Duan , Yuhe , Jiang , Matthew Varona , Carolina Nobre

Understanding how AI recommendations work can help the younger generation become more informed and critical consumers of the vast amount of information they encounter daily. However, young learners with limited math and computing knowledge…

Human-Computer Interaction · Computer Science 2025-03-31 Xiaofei Zhou , Yi Zhang , Yufei Jiang , Yunfan Gong , Chi Zhang , Alissa N. Antle , Zhen Bai

As voice-based Conversational Assistants (CAs), including Alexa, Siri, Google Home, have become commonly embedded in households, many children now routinely interact with Artificial Intelligence (AI) systems. It is important to research…

Human-Computer Interaction · Computer Science 2023-05-10 Valentina Andries , Judy Robertson

To promote empathy with people that have disabilities, we propose a multi-sensory interactive experience that allows sighted users to embody having a visual impairment whilst using assistive technologies. The experiment involves blindfolded…

Human-Computer Interaction · Computer Science 2023-02-02 Renan Guarese , Emma Pretty , Haytham Fayek , Fabio Zambetta , Ron van Schyndel

This paper presents a systematic literature review of music technology tailored for blind and low vision (BLV) individuals. Music activities can be particularly beneficial for BLV people. However, a systematic approach to organizing…

Human-Computer Interaction · Computer Science 2025-08-05 Shumeng Zhang , Raul Masu , Mela Bettega , Mingming Fan

Dog guides are favored by blind and low-vision (BLV) individuals for their ability to enhance independence and confidence by reducing safety concerns and increasing navigation efficiency compared to traditional mobility aids. However, only…

Robotics · Computer Science 2024-02-13 Hochul Hwang , Hee-Tae Jung , Nicholas A Giudice , Joydeep Biswas , Sunghoon Ivan Lee , Donghyun Kim

Novice programmers are increasingly relying on Large Language Models (LLMs) to generate code for learning programming concepts. However, this interaction can lead to superficial engagement, giving learners an illusion of learning and…

Human-Computer Interaction · Computer Science 2024-10-14 Majeed Kazemitabaar , Oliver Huang , Sangho Suh , Austin Z. Henley , Tovi Grossman

Statistical concepts often rely heavily on visual cues for comprehension, presenting challenges for individuals who face difficulties using visual information, such as the blind and low-vision (BLV) community. While prior work has explored…

Human-Computer Interaction · Computer Science 2025-09-19 Sanchita S. Kamath , Omar Khan , Aziz N Zeidieh , JooYoung Seo

Intergenerational co-creation using technology between grandparents and grandchildren can be challenging due to differences in technological familiarity. AI has emerged as a promising tool to support co-creative activities, offering…

Human-Computer Interaction · Computer Science 2025-03-04 Callie Y. Kim , Arissa J. Sato , Nathan Thomas White , Hui-Ru Ho , Christine P. Lee , Yuna Hwang , Bilge Mutlu

Fostering data visualization literacy (DVL) as part of childhood education could lead to a more data literate society. However, most work in DVL for children relies on a more formal educational context (i.e., a teacher-led approach) that…

Human-Computer Interaction · Computer Science 2022-08-11 S. Sandra Bae , Rishi Vanukuru , Ruhan Yang , Peter Gyory , Ran Zhou , Ellen Yi-Luen Do , Danielle Albers Szafir

In developing and underdeveloped regions, many 'Blind Colleges' exclusively enroll individuals with Blindness or Vision Impairment (BLV) for higher education. While advancements in accessible technologies have facilitated BLV student…

Human-Computer Interaction · Computer Science 2025-01-15 Xiuqi Tommy Zhu , Ziyue Qiu , Ye Wei , Jianhao Wang , Yang Jiao

Instructors play a pivotal role in integrating AI into education, yet their adoption of AI-powered tools remains inconsistent. Despite this, limited research explores how to design AI tools that support broader instructor adoption. This…

Human-Computer Interaction · Computer Science 2025-03-10 Si Chen , Reid Metoyer , Khiem Le , Adam Acunin , Izzy Molnar , Alex Ambrose , James Lang , Nitesh Chawla , Ronald Metoyer

We explore ideas and inclusive practices for designing and testing child-centered artificially intelligent technologies for neurodivergent children. AI is promising for supporting social communication, self-regulation, and sensory…

Human-Computer Interaction · Computer Science 2024-04-10 Emani Dotch , Vitica Arnold

Recent developments in artificial intelligence (AI) have permeated through an array of different immersive environments, including virtual, augmented, and mixed realities. AI brings a wealth of potential that centers on its ability to…

Human-Computer Interaction · Computer Science 2024-05-10 Wangfan Li , Rohit Mallick , Carlos Toxtli-Hernandez , Christopher Flathmann , Nathan J. McNeese

Existing assistive technologies (AT) often adopt a one-size-fits-all approach, overlooking the diverse needs of people with visual impairments (PVI). Do-it-yourself AT (DIY-AT) toolkits offer one path toward customization, but most remain…

Human-Computer Interaction · Computer Science 2026-02-17 Ben Kosa , Hsuanling Lee , Jasmine Li , Sanbrita Mondal , Yuhang Zhao , Liang He

Individuals with Intellectual and Developmental Disabilities (IDD) have unique needs and challenges when working with data. While visualization aims to make data more accessible to a broad audience, our understanding of how to design…

Human-Computer Interaction · Computer Science 2024-08-30 Keke Wu , Ghulam Jilani Quadri , Arran Zeyu Wang , David Kwame Osei-Tutu , Emma Petersen , Varsha Koushik , Danielle Albers Szafir

People with visual impairments (PVI) use a variety of assistive technologies to navigate their daily lives, and conversational AI (CAI) tools are a growing part of this toolset. Much existing HCI research has focused on the technical…

Human-Computer Interaction · Computer Science 2025-10-15 Jeanne Choi , Dasom Choi , Sejun Jeong , Hwajung Hong , Joseph Seering

Artificial intelligence (AI) is everywhere, with many children having increased exposure to AI technologies in daily life. We aimed to understand middle school girls' (a group often excluded group in tech) perceptions and knowledge gaps…

Human-Computer Interaction · Computer Science 2023-02-28 Jaemarie Solyst , Alexis Axon , Angela E. B. Stewart , Motahhare Eslami , Amy Ogan

In this work we tackle the problem of child engagement estimation while children freely interact with a robot in their room. We propose a deep-based multi-view solution that takes advantage of recent developments in human pose detection. We…

The attribution of artworks in general and of paintings in particular has always been an issue in art. The advent of powerful artificial intelligence models that can generate and analyze images creates new challenges for painting…

Computers and Society · Computer Science 2025-08-05 Tarian Fu , Javier Conde , Gonzalo Martínez , Pedro Reviriego , Elena Merino-Gómez , Fernando Moral
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