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MOOC Analytics : Learner Modeling and Content Generation. / Chen, Guanliang.

2019. 188 p.

Research output: ThesisDissertation (TU Delft)Scientific

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@phdthesis{dd213d9be621442d8d114cd8b6e19635,
title = "MOOC Analytics: Learner Modeling and Content Generation",
abstract = "Massive Open Online Courses (MOOCs), as one of the popular options for people to receive education and learn, are endowed with the mission to educate the world. Typically, there are two types of MOOC platforms: topic-agnostic and topic-specific. Topic-agnostic platforms such as edX and Coursera provide courses covering a wide range of topics, while topic-specific MOOC platforms such as Duolingo and Codeacademy focus on courses in one specific topic. To better support MOOC learners, many works have been proposed to investigate MOOC learning in the past decade. Still, there are many other aspects of MOOC learning to be explored.In this thesis, we focused on (i) learner modeling and (ii) generation of educational material for both topic-agnostic and topic-specific MOOC platforms.",
author = "Guanliang Chen",
note = "SIKS Dissertation Series No. 2019-13",
year = "2019",
doi = "10.4233/uuid:dd213d9b-e621-442d-8d11-4cd8b6e19635",
language = "English",
isbn = "978-94-028-1482-8",
school = "Delft University of Technology",

}

RIS

TY - THES

T1 - MOOC Analytics

T2 - Learner Modeling and Content Generation

AU - Chen, Guanliang

N1 - SIKS Dissertation Series No. 2019-13

PY - 2019

Y1 - 2019

N2 - Massive Open Online Courses (MOOCs), as one of the popular options for people to receive education and learn, are endowed with the mission to educate the world. Typically, there are two types of MOOC platforms: topic-agnostic and topic-specific. Topic-agnostic platforms such as edX and Coursera provide courses covering a wide range of topics, while topic-specific MOOC platforms such as Duolingo and Codeacademy focus on courses in one specific topic. To better support MOOC learners, many works have been proposed to investigate MOOC learning in the past decade. Still, there are many other aspects of MOOC learning to be explored.In this thesis, we focused on (i) learner modeling and (ii) generation of educational material for both topic-agnostic and topic-specific MOOC platforms.

AB - Massive Open Online Courses (MOOCs), as one of the popular options for people to receive education and learn, are endowed with the mission to educate the world. Typically, there are two types of MOOC platforms: topic-agnostic and topic-specific. Topic-agnostic platforms such as edX and Coursera provide courses covering a wide range of topics, while topic-specific MOOC platforms such as Duolingo and Codeacademy focus on courses in one specific topic. To better support MOOC learners, many works have been proposed to investigate MOOC learning in the past decade. Still, there are many other aspects of MOOC learning to be explored.In this thesis, we focused on (i) learner modeling and (ii) generation of educational material for both topic-agnostic and topic-specific MOOC platforms.

U2 - 10.4233/uuid:dd213d9b-e621-442d-8d11-4cd8b6e19635

DO - 10.4233/uuid:dd213d9b-e621-442d-8d11-4cd8b6e19635

M3 - Dissertation (TU Delft)

SN - 978-94-028-1482-8

ER -

ID: 53280611