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Grant: Alliance Grants

HEC Montréal

$674,216.00

Improving Human Machine Interface Learnability : Cognitive Readiness and IT Learning Experience

FY 2023-24

Summary
This research project aims to help organizations develop technological interfaces (e.g., software, website,mobile application) that are easy to learn for their users and, moreover, to ensure that users are ready to usethese interfaces. To do this, the research team and partner organizations (National Bank of Canada, CanadianNational Railway, Language Research Development Group and Société Radio-Canada) will conduct a series ofstudies with various types of users (i.e., citizens, employees, consumers) using various technological interfacesin different contexts of use. These studies will identify, using neurophysiological and machine learningmethods, whether users are cognitively ready to optimally use a technological interface and when users areactually learning. The results of this research project will enable Canadian organizations to put in placepractices for the development of technological interfaces that optimize their learnability. Given the strategicimportance of information technologies and digital transformation in the Canadian economy, severalstakeholders (e.g., employees, suppliers, customers, citizens) will benefit from results of this research project,which will therefore have both an economic and social impact for Canada.
Program
Alliance Grants
Recipient
Location
Quebec, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data

As published

Application id
571020-2021
Name nom
Senecal, Sylvain S
Department département
Marketing
Organization id
65
Institution établissement
HEC Montréal
Province en
Québec
Province fr
Québec
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2023
Competition year année de concours
2021
Award amount
674216
Program id
ALLRP
Program name en
Alliance Grants
Program name fr
Subventions Alliance
Group en
RESEARCH PARTNERSHIPS
Group fr
PARTENARIATS DE RECHERCHE
Committee code
96
Committee name en
RPP Internal Decision Cttee
Committee name fr
Cté de décision interne - PPR
Area of application code
703
Area of application group en
Transportation systems and services
Area of application group fr
Services et systèmes de transport
Area of application en
Aerospace
Area of application fr
Aérospatial
Research subject code
2700
Research subject group en
Information technology
Research subject group fr
Information technology
Research subject en
Technologie de l'information
Research subject fr
Technologie de l'information
Application title
Improving Human Machine Interface Learnability : Cognitive Readiness and IT Learning Experience
Keyword
cognitive load; cognitive readiness; cognitive state estimation; human computer interaction; interface; learnability; learning experience; machine learning; neurophysiological measure; user experience
Application summary
This research project aims to help organizations develop technological interfaces (e.g., software, website,mobile application) that are easy to learn for their users and, moreover, to ensure that users are ready to usethese interfaces. To do this, the research team and partner organizations (National Bank of Canada, CanadianNational Railway, Language Research Development Group and Société Radio-Canada) will conduct a series ofstudies with various types of users (i.e., citizens, employees, consumers) using various technological interfacesin different contexts of use. These studies will identify, using neurophysiological and machine learningmethods, whether users are cognitively ready to optimally use a technological interface and when users areactually learning. The results of this research project will enable Canadian organizations to put in placepractices for the development of technological interfaces that optimize their learnability. Given the strategicimportance of information technologies and digital transformation in the Canadian economy, severalstakeholders (e.g., employees, suppliers, customers, citizens) will benefit from results of this research project,which will therefore have both an economic and social impact for Canada.
HEC Montréal - $674,216 Grant (2023-24) | Canada Spends