AI4AUI: Workshop on AI methods for adaptive user interfaces

Kashyap Todi, Jean Vanderdonckt, Xiaojuan Ma, Jeffrey Nichols, Nikola Banovic

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaKonferenssiesitysScientific

Abstrakti

This workshop aims at exploring how adaptive user interfaces, i.e., user interface that can modify, change, or adapt themselves based on the user, or their context of use, can benefit from Artificial Intelligence (AI) in general, and Machine Learning (ML) techniques in particular, towards objectively improving some software quality properties, such as usability, aesthetics, reliability, or security. For this purpose, participants will present a case study, and classify their proposed technique in terms of several criteria, such as (but not limited to): input, technique, output, adaptation steps covered, adaptation time, level of automation, software quality properties addressed, measurement method, potential benefits, and drawbacks. These will be then clustered for group discussions according to the aforementioned criteria, such as by technique family or property addressed. From these discussions, an AI4AUI framework will emerge that will be used for positioning, comparing presented techniques, and for generating future avenues.

AlkuperäiskieliEnglanti
Sivut17-18
Sivumäärä2
DOI - pysyväislinkit
TilaJulkaistu - 17 maaliskuuta 2020
OKM-julkaisutyyppiEi oikeutettu
TapahtumaInternational Conference on Intelligent User Interfaces - Cagliari, Italia
Kesto: 17 maaliskuuta 202020 maaliskuuta 2020
Konferenssinumero: 25

Conference

ConferenceInternational Conference on Intelligent User Interfaces
LyhennettäIUI
MaaItalia
KaupunkiCagliari
Ajanjakso17/03/202020/03/2020

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  • Siteeraa tätä

    Todi, K., Vanderdonckt, J., Ma, X., Nichols, J., & Banovic, N. (2020). AI4AUI: Workshop on AI methods for adaptive user interfaces. 17-18. Julkaisun esittämispaikka: International Conference on Intelligent User Interfaces, Cagliari, Italia. https://doi.org/10.1145/3379336.3379359