TY - GEN
T1 - Hidden Figures
T2 - 15th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, EICS 2023
AU - Dix, Alan
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.
PY - 2024/8/8
Y1 - 2024/8/8
N2 - Many critical user interaction design decisions are made in the heat of detailed development. These include simple parameter choices or more complex weightings in intelligent algorithms. Many would be appropriate for expert design review, user-preference choices or optimisation by machine learning, but they are buried deep in the code. Although the developer may realise this potential, the location of the decision is far removed in the code from where user feedback occurs, data can be collected and machine learning could be applied. This position paper describes several case studies and uses them to frame an architectural challenge for tools and infrastructure to uncover these hidden variables to make them available for machine learning and user inspection.
AB - Many critical user interaction design decisions are made in the heat of detailed development. These include simple parameter choices or more complex weightings in intelligent algorithms. Many would be appropriate for expert design review, user-preference choices or optimisation by machine learning, but they are buried deep in the code. Although the developer may realise this potential, the location of the decision is far removed in the code from where user feedback occurs, data can be collected and machine learning could be applied. This position paper describes several case studies and uses them to frame an architectural challenge for tools and infrastructure to uncover these hidden variables to make them available for machine learning and user inspection.
KW - Intelligent interfaces
KW - machine learning
KW - user interface architecture
UR - http://www.scopus.com/inward/record.url?scp=85201974713&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-59235-5_11
DO - 10.1007/978-3-031-59235-5_11
M3 - Conference contribution
AN - SCOPUS:85201974713
SN - 9783031592348
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 116
EP - 126
BT - Engineering Interactive Computer Systems. EICS 2023 International Workshops and Doctoral Consortium - Selected Papers
A2 - Harrison, Michael
A2 - Martinie, Célia
A2 - Micallef, Nicholas
A2 - Palanque, Philippe
A2 - Schmidt, Albrecht
A2 - Winckler, Marco
A2 - Yigitbas, Enes
A2 - Zaina, Luciana
PB - Springer Science and Business Media Deutschland GmbH
Y2 - 26 June 2023 through 27 June 2023
ER -