Computational modeling in human-computer interaction

Research output: Contribution to conferenceAbstractScientificpeer-review

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Computational modeling in human-computer interaction. / Banovic, Nikola; Kristensson, Per Ola; Oulasvirta, Antti.

2019. Abstract from ACM SIGCHI Annual Conference on Human Factors in Computing Systems, Glasgow, United Kingdom.

Research output: Contribution to conferenceAbstractScientificpeer-review

Harvard

Banovic, N, Kristensson, PO & Oulasvirta, A 2019, 'Computational modeling in human-computer interaction' ACM SIGCHI Annual Conference on Human Factors in Computing Systems, Glasgow, United Kingdom, 04/05/2019 - 09/05/2019, . https://doi.org/10.1145/3290607.3299032

APA

Banovic, N., Kristensson, P. O., & Oulasvirta, A. (2019). Computational modeling in human-computer interaction. Abstract from ACM SIGCHI Annual Conference on Human Factors in Computing Systems, Glasgow, United Kingdom. https://doi.org/10.1145/3290607.3299032

Vancouver

Banovic N, Kristensson PO, Oulasvirta A. Computational modeling in human-computer interaction. 2019. Abstract from ACM SIGCHI Annual Conference on Human Factors in Computing Systems, Glasgow, United Kingdom. https://doi.org/10.1145/3290607.3299032

Author

Banovic, Nikola ; Kristensson, Per Ola ; Oulasvirta, Antti. / Computational modeling in human-computer interaction. Abstract from ACM SIGCHI Annual Conference on Human Factors in Computing Systems, Glasgow, United Kingdom.7 p.

Bibtex - Download

@conference{3a53ed1961e84ee5ba8de8432018d76e,
title = "Computational modeling in human-computer interaction",
abstract = "We propose a workshop on rapidly emerging topic of Computational Modeling in HCI to address the challenges of increasing complexity of human behaviors we are able to track and collect today. The goal of this workshop is to reconcile two seemingly competing approaches to computational modeling: theoretical modeling, which seeks to explain behaviors vs. algorithmic modeling, which seeks to predict behaviors. The workshop will address: 1) convergence of the two approaches at the intersection of HCI, 2) updates to theoretical and methodological foundations, 3) bringing disparate modeling communities to CHI, and 4) sharing datasets, code, and best practices. This workshop seeks to establish Computational Modeling as a theoretical foundation for work in Human-Computer Interaction (HCI) to model the human accurately across domains and support design, optimization, and evaluation of user interfaces to solve a variety of human-centered problems.",
keywords = "Computational Interaction, Computational Modeling, Data Mining, Machine Learning",
author = "Nikola Banovic and Kristensson, {Per Ola} and Antti Oulasvirta",
year = "2019",
month = "5",
day = "2",
doi = "10.1145/3290607.3299032",
language = "English",
note = "ACM SIGCHI Annual Conference on Human Factors in Computing Systems, ACM CHI ; Conference date: 04-05-2019 Through 09-05-2019",
url = "https://chi2019.acm.org/",

}

RIS - Download

TY - CONF

T1 - Computational modeling in human-computer interaction

AU - Banovic, Nikola

AU - Kristensson, Per Ola

AU - Oulasvirta, Antti

PY - 2019/5/2

Y1 - 2019/5/2

N2 - We propose a workshop on rapidly emerging topic of Computational Modeling in HCI to address the challenges of increasing complexity of human behaviors we are able to track and collect today. The goal of this workshop is to reconcile two seemingly competing approaches to computational modeling: theoretical modeling, which seeks to explain behaviors vs. algorithmic modeling, which seeks to predict behaviors. The workshop will address: 1) convergence of the two approaches at the intersection of HCI, 2) updates to theoretical and methodological foundations, 3) bringing disparate modeling communities to CHI, and 4) sharing datasets, code, and best practices. This workshop seeks to establish Computational Modeling as a theoretical foundation for work in Human-Computer Interaction (HCI) to model the human accurately across domains and support design, optimization, and evaluation of user interfaces to solve a variety of human-centered problems.

AB - We propose a workshop on rapidly emerging topic of Computational Modeling in HCI to address the challenges of increasing complexity of human behaviors we are able to track and collect today. The goal of this workshop is to reconcile two seemingly competing approaches to computational modeling: theoretical modeling, which seeks to explain behaviors vs. algorithmic modeling, which seeks to predict behaviors. The workshop will address: 1) convergence of the two approaches at the intersection of HCI, 2) updates to theoretical and methodological foundations, 3) bringing disparate modeling communities to CHI, and 4) sharing datasets, code, and best practices. This workshop seeks to establish Computational Modeling as a theoretical foundation for work in Human-Computer Interaction (HCI) to model the human accurately across domains and support design, optimization, and evaluation of user interfaces to solve a variety of human-centered problems.

KW - Computational Interaction

KW - Computational Modeling

KW - Data Mining

KW - Machine Learning

UR - http://www.scopus.com/inward/record.url?scp=85067300795&partnerID=8YFLogxK

U2 - 10.1145/3290607.3299032

DO - 10.1145/3290607.3299032

M3 - Abstract

ER -

ID: 35822968