The centers and margins of modeling humans in well-being technologiesVisa övriga samt affilieringar
2025 (Engelska)Ingår i: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems / [ed] Naomi Yamashita; Vanessa Evers; Koji Yatani; Xianghua (Sharon) Ding; Bongshin Lee; Marshini Chetty; Phoebe Toups-Dugas, Association for Computing Machinery (ACM), 2025, artikel-id 518Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]
This paper critically examines the machine learning (ML) modeling of humans in three case studies of well-being technologies. Through a critical technical approach, it examines how these apps were experienced in daily life (technology in use) to surface breakdowns and to identify the assumptions about the "human"body entrenched in the ML models (technology design). To address these issues, this paper applies agential realism to decenter foundational assumptions, such as body regularity and health/illness binaries, and speculates more inclusive design and ML modeling paths that acknowledge irregularity, human-system entanglements, and uncertain transitions. This work is among the first to explore the implications of decentering theories in computational modeling of human bodies and well-being, offering insights for more inclusive technologies and speculations toward posthuman-centered ML modeling.
Ort, förlag, år, upplaga, sidor
Association for Computing Machinery (ACM), 2025. artikel-id 518
Nyckelord [en]
Agential Realism, Decentering, Diffraction, Machine Learning Modeling, Well-being
Nationell ämneskategori
Systemvetenskap, informationssystem och informatik med samhällsvetenskaplig inriktning
Identifikatorer
URN: urn:nbn:se:umu:diva-239756DOI: 10.1145/3706598.3713940Scopus ID: 2-s2.0-105005712509ISBN: 9798400713941 (digital)OAI: oai:DiVA.org:umu-239756DiVA, id: diva2:1968057
Konferens
2025 CHI Conference on Human Factors in Computing Systems, CHI 2025, April 26-May 1, 2025, Yokohama, Japan
Forskningsfinansiär
Wallenberg AI, Autonomous Systems and Software Program – Humanity and Society (WASP-HS)2025-06-122025-06-122025-06-12Bibliografiskt granskad