From” explainable ai” to” graspable ai”

M Ghajargar, J Bardzell, AS Renner, PG Krogh… - Proceedings of the …, 2021 - dl.acm.org
Since the advent of Artificial Intelligence (AI) and Machine Learning (ML), researchers have
asked how intelligent computing systems could interact with and relate to their users and …

ML lifecycle canvas: designing machine learning-empowered UX with material lifecycle thinking

Z Zhou, L Sun, Y Zhang, X Liu… - Human–Computer …, 2020 - Taylor & Francis
As a particular type of artificial intelligence technology, machine learning (ML) is widely used
to empower user experience (UX). However, designers, especially the novice designers …

Graspable AI: Physical forms as explanation modality for explainable AI

M Ghajargar, J Bardzell, AM Smith-Renner… - Proceedings of the …, 2022 - dl.acm.org
Explainable AI (XAI) seeks to disclose how an AI system arrives at its outcomes. But the
nature of the disclosure depends in part on who needs to understand the AI and the …

transTexture lamp: Understanding lived experiences with deformation through a materiality lens

C Zhong, R Wakkary, X Zhang, AYS Chen - Proceedings of the 2020 …, 2020 - dl.acm.org
This paper provides a materiality perspective to understanding lived experiences with a
deformable domestic artefact, named transTexture lamp. The lamp is an interactive light with …

Ceci n'est pas une Chaise:: Emerging Practices in Designer-AI Collaboration

V van der Burg, AAA Salah, RSK Chandrasegaran… - DRS …, 2022 - research.tudelft.nl
Emerging practices of using 'off the shelf'AI as a creative partner in design processes are
receiving increasing attention in design research. This paper takes the well-known concept …

Making AI understandable by making it tangible: exploring the design space with ten concept cards

M Ghajargar, J Bardzell - Proceedings of the 34th Australian Conference …, 2022 - dl.acm.org
The embodiment of Artificial Intelligence (AI) in everyday use products is raising challenges
and opportunities for HCI and design research, such as human understandings of AI's …

Towards the conceptual design of ML-enhanced products: the UX value framework and the CoMLUX design process

L Sun, Z Li, Z Zhou, S Lou, W Li, Y Zhang - AI EDAM, 2023 - cambridge.org
With the increasing utilization of machine learning (ML) to enhance products' capabilities,
the design research community has begun to explore how to support the conceptual design …

Transtexture lamp: composing a deformable device as a computational whole

C Zhong, R Wakkary, W Odom, AYS Chen… - Proceedings of the 2021 …, 2021 - dl.acm.org
Research into shape-changing and deformable artifacts that explore novel interactions has
been growing in design and HCI. Yet, there is little discussion on the design processes …

Unboxing the algorithm: Designing an understandable algorithmic experience in music recommender systems

AM Schröder, M Ghajargar - 15th ACM Conference on …, 2021 - diva-portal.org
Abstract1 After decades of the existence of algorithms in everyday use technologies, users
have developed an algorithmic awareness, but they still lack the confidence to grasp them …

Interactive Journaling with AI: Probing into Words and Language as Interaction Design Materials

M Angenius, M Ghajargar - … Workshop on Chatbot Research and Design, 2022 - Springer
Abstract Conversational Agents (CAs) are making human-computer interaction more
collaborative and conversational through using natural language. The HCI and interaction …