The UX of AI-Augmented Question Generation
(2021) MAMM01 20202Ergonomics and Aerosol Technology
- Abstract
- The demand for improved digital learning tools has increased over the recent years, and got an additional boost from the Covid-19-pandemic. Many companies use artificial intelligence to improve their systems, one use case being question generation. However, artificial intelligence technology has advanced so quickly that other research fields such as user experience has not been able to keep up.
This thesis - which was done in collaboration with Sana Labs AB - therefore aims to develop and implement a user experience in the form of a tool that can generate questions. This was carried out through a design process in four phases. Initially, research was conducted in order to discover the needs of potential users of a question generation... (More) - The demand for improved digital learning tools has increased over the recent years, and got an additional boost from the Covid-19-pandemic. Many companies use artificial intelligence to improve their systems, one use case being question generation. However, artificial intelligence technology has advanced so quickly that other research fields such as user experience has not been able to keep up.
This thesis - which was done in collaboration with Sana Labs AB - therefore aims to develop and implement a user experience in the form of a tool that can generate questions. This was carried out through a design process in four phases. Initially, research was conducted in order to discover the needs of potential users of a question generation feature. Thereafter, prototypes were developed in an iterative process, and then the final prototype was implemented in code. Lastly, the implementation was evaluated through usability tests and resulted in a tool for question generation that was well received by the participants. (Less) - Popular Abstract (Swedish)
- Efterfrågan av bättre digitala läroverktyg har ökat de senaste åren, och fick en ytterligare höjning av Covid-19-pandemin. Många företag använder artificiell intelligens för att förbättra sina system, där ett användarfall är frågegenerering. Teknologin inom artificiell intelligens har dock avancerat så snabbt att andra forskningsområden inte har hunnit ikapp.
Målet med denna uppsats - vilken är genomförd i sammarbete med Sana Labs AB - är därför att utveckla och implementera en användarupplevelse i form av ett verktyg som kan generera frågor. Detta gjordes genom en designprocess i fyra faser. Till att börja med studerades vilka möjliga behov som potentiella användare hade, som ett frågegenereringsverktyg skulle kunna uppfylla. Därefter... (More) - Efterfrågan av bättre digitala läroverktyg har ökat de senaste åren, och fick en ytterligare höjning av Covid-19-pandemin. Många företag använder artificiell intelligens för att förbättra sina system, där ett användarfall är frågegenerering. Teknologin inom artificiell intelligens har dock avancerat så snabbt att andra forskningsområden inte har hunnit ikapp.
Målet med denna uppsats - vilken är genomförd i sammarbete med Sana Labs AB - är därför att utveckla och implementera en användarupplevelse i form av ett verktyg som kan generera frågor. Detta gjordes genom en designprocess i fyra faser. Till att börja med studerades vilka möjliga behov som potentiella användare hade, som ett frågegenereringsverktyg skulle kunna uppfylla. Därefter skapades prototyper i en iterativ process, där den slutgiltiga versionen implementerades i kod. Till sist utvärderades den implementerade versionen genom användbarhetstester vilket resulterade i ett verktyg som var väl uppskattat av deltagarna. (Less)
Please use this url to cite or link to this publication:
http://lup.lub.lu.se/student-papers/record/9035525
- author
- Tydén, Hanna LU and Gundersen, Inger LU
- supervisor
-
- Günter Alce LU
- organization
- course
- MAMM01 20202
- year
- 2021
- type
- H2 - Master's Degree (Two Years)
- subject
- keywords
- Interaction Design, User Experience, Question Generation, Usability Testing, E-learning
- language
- English
- id
- 9035525
- date added to LUP
- 2021-01-13 12:22:45
- date last changed
- 2021-01-13 12:22:45
@misc{9035525,
abstract = {{The demand for improved digital learning tools has increased over the recent years, and got an additional boost from the Covid-19-pandemic. Many companies use artificial intelligence to improve their systems, one use case being question generation. However, artificial intelligence technology has advanced so quickly that other research fields such as user experience has not been able to keep up.
This thesis - which was done in collaboration with Sana Labs AB - therefore aims to develop and implement a user experience in the form of a tool that can generate questions. This was carried out through a design process in four phases. Initially, research was conducted in order to discover the needs of potential users of a question generation feature. Thereafter, prototypes were developed in an iterative process, and then the final prototype was implemented in code. Lastly, the implementation was evaluated through usability tests and resulted in a tool for question generation that was well received by the participants.}},
author = {{Tydén, Hanna and Gundersen, Inger}},
language = {{eng}},
note = {{Student Paper}},
title = {{The UX of AI-Augmented Question Generation}},
year = {{2021}},
}