Toward AI assistants that let designers design

Sebastiaan De Peuter; Antti Oulasvirta; Samuel Kaski

doi:10.1002/aaai.12077

Toward AI assistants that let designers design

Sebastiaan De Peuter, Antti Oulasvirta, Samuel Kaski

Univ Manchester, Jodrell Bank Centre for Astrophysics, University of Manchester, Sch Phys & Astron, Jodrell Bank Ctr Astrophys

Tutkimustuotos: Lehtiartikkeli › Article › Scientific › vertaisarvioitu

2 Lataukset (Pure)

Abstrakti

AI for supporting designers needs to be rethought. It should aim to cooperate, not automate, by supporting and leveraging the creativity and problem-solving of designers. The challenge for such AI is how to infer designers' goals and then help them without being needlessly disruptive. We present AI-assisted design: a framework for creating such AI, built around generative user models which enable reasoning about designers' goals, reasoning, and capabilities.

Alkuperäiskieli	Englanti
Sivut	85-96
Sivumäärä	12
Julkaisu	AI Magazine
Vuosikerta	44
Numero	1
DOI - pysyväislinkit	https://doi.org/10.1002/aaai.12077
Tila	Julkaistu - maalisk. 2023
OKM-julkaisutyyppi	A1 Julkaistu artikkeli, soviteltu

Pääsy asiakirjaan

10.1002/aaai.12077Lisenssi: CC BY

Toward AI assistants that let designers designFinal published version, 564 KBLisenssi: CC BY

OpenUrl-saatavuus

Koko teksti

B-REAL/Kaski S.
Kaski, S., Filstroff, L., Mallasto, A., Hämäläinen, A., Khoshvishkaie, A. & Kulkarni, T.
01/01/2020 → 31/12/2022
Projekti: Academy of Finland: Other research funding
Kaski Samuel AP-kulut II
Kaski, S., Hämäläinen, A., Gadd, C., Hegde, P., Shen, Z., Siren, J., Trinh, T., Jain, A. & Jälkö, J.
01/01/2019 → 31/08/2021
Projekti: Academy of Finland: Other research funding
Kaski Samuel AP
Kaski, S. & Filstroff, L.
01/01/2016 → 31/08/2021
Projekti: Academy of Finland: Other research funding

Science-IT
Mikko Hakala (Manager)
Perustieteiden korkeakoulu
Laitteistot/tilat: Facility

Siteeraa tätä

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title = "Toward AI assistants that let designers design",

abstract = "AI for supporting designers needs to be rethought. It should aim to cooperate, not automate, by supporting and leveraging the creativity and problem-solving of designers. The challenge for such AI is how to infer designers' goals and then help them without being needlessly disruptive. We present AI-assisted design: a framework for creating such AI, built around generative user models which enable reasoning about designers' goals, reasoning, and capabilities.",

author = "{De Peuter}, Sebastiaan and Antti Oulasvirta and Samuel Kaski",

year = "2023",

month = mar,

doi = "10.1002/aaai.12077",

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T1 - Toward AI assistants that let designers design

AU - De Peuter, Sebastiaan

AU - Oulasvirta, Antti

AU - Kaski, Samuel

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N2 - AI for supporting designers needs to be rethought. It should aim to cooperate, not automate, by supporting and leveraging the creativity and problem-solving of designers. The challenge for such AI is how to infer designers' goals and then help them without being needlessly disruptive. We present AI-assisted design: a framework for creating such AI, built around generative user models which enable reasoning about designers' goals, reasoning, and capabilities.

AB - AI for supporting designers needs to be rethought. It should aim to cooperate, not automate, by supporting and leveraging the creativity and problem-solving of designers. The challenge for such AI is how to infer designers' goals and then help them without being needlessly disruptive. We present AI-assisted design: a framework for creating such AI, built around generative user models which enable reasoning about designers' goals, reasoning, and capabilities.

U2 - 10.1002/aaai.12077

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M3 - Article

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JF - AI Magazine

SN - 0738-4602

IS - 1

ER -

Toward AI assistants that let designers design

Abstrakti

Pääsy asiakirjaan

OpenUrl-saatavuus

Sormenjälki

Projektit

B-REAL/Kaski S.

Kaski Samuel AP-kulut II

Kaski Samuel AP

Laitteet

Science-IT

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