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Leveraging Large Language Models to Generate Course-Specific Semantically Annotated Learning Objects
Dominic Lohr; Marc Berges; Abhishek Chugh; Michael Kohlhase; Dennis Müller – Journal of Computer Assisted Learning, 2025
Background: Over the past few decades, the process and methodology of automatic question generation (AQG) have undergone significant transformations. Recent progress in generative natural language models has opened up new potential in the generation of educational content. Objectives: This paper explores the potential of large language models…
Descriptors: Resource Units, Semantics, Automation, Questioning Techniques
Mwambe, Othmar Othmar; Tan, Phan Xuan; Kamioka, Eiji – Education Sciences, 2020
Adaptive Educational Hypermedia Systems (AEHS) play a crucial role in supporting adaptive learning and immensely outperform learner-control based systems. AEHS' page indexing and hyperspace rely mostly on navigation supports which provide the learners with a user-friendly interactive learning environment. Such AEHS features provide the systems…
Descriptors: Biology, Information Science, Technology Uses in Education, Hypermedia
Matthews, Reginamary; Hin, Hew Soon; Choo, Koo Ah – Turkish Online Journal of Educational Technology - TOJET, 2014
Learning Object (LO) is the breakdown of larger content into smaller pieces of information that accomplishes a single learning outcome. The smaller piece of content is incorporated with multimedia elements to promote meaningful learning. The prevailing focus on learning objects for introductory programming promising in terms of enhancing the…
Descriptors: Resource Units, Computer Science Education, Programming, College Students
Luz, Bruno N.; Santos, Rafael; Alves, Bruno; Areão, Andreza S.; Yokoyama, Marcos H.; Guimarães, Marcelo P. – International Association for Development of the Information Society, 2015
The main purpose of this paper is to present the importance of Interactive Learning Objects (ILO) to improve the teaching-learning process by assuring a constant interaction among teachers and students, which in turn, allows students to be constantly supported by the teacher. The paper describes the ontology that defines the ILO available on the…
Descriptors: Resource Units, Metadata, Interaction, Learning Processes
Miller, L. Dee; Soh, Leen-Kiat; Samal, Ashok; Kupzyk, Kevin; Nugent, Gwen – Journal of Educational Data Mining, 2015
Learning objects (LOs) are important online resources for both learners and instructors and usage for LOs is growing. Automatic LO tracking collects large amounts of metadata about individual students as well as data aggregated across courses, learning objects, and other demographic characteristics (e.g. gender). The challenge becomes identifying…
Descriptors: Comparative Analysis, Data Analysis, Hierarchical Linear Modeling, Electronic Learning
Queiros, R.; Leal, J. P. – IEEE Transactions on Learning Technologies, 2013
In the last two decades, there was a proliferation of programming exercise formats that hinders interoperability in automatic assessment. In the lack of a widely accepted standard, a pragmatic solution is to convert content among the existing formats. BabeLO is a programming exercise converter providing services to a network of heterogeneous…
Descriptors: Computer Science Education, Programming, Electronic Learning, Resource Units
Štuikys, Vytautas; Burbaite, Renata; Damaševicius, Robertas – Informatics in Education, 2013
The paper's contribution is a methodology that integrates two educational technologies (GLO and LEGO robot) to teach Computer Science (CS) topics at the school level. We present the methodology as a framework of 5 components (pedagogical activities, technology driven processes, tools, knowledge transfer actors, and pedagogical outcomes) and…
Descriptors: Educational Technology, Robotics, Computer Science Education, Teaching Methods
Stauffer, Karen; Lin, Fuhua; Koole, Marguerite – International Journal of Distance Education Technologies, 2008
This article presents a methodology for developing learning objects for web-based courses using the IMS Learning Design (IMS LD) specification. We first investigated the IMS LD specification, determining how to use it with online courses and the student delivery model, and then applied this to a Unit of Learning (UOL) for online computer science…
Descriptors: Web Based Instruction, Educational Technology, Technology Uses in Education, Computer Science Education
Costelloe, Eileen; Sherry, Elisabeth; Magee, Patricia – Electronic Journal of e-Learning, 2007
Teaching programming to novices has proved challenging for both learner and lecturer due to the abstraction and complexity of the subject matter. The work described in this paper is part of an EU funded Minerva project called TUPULO (Teaching Undergraduate Programming Using Learning Objects) which aims to address the challenges faced by novice…
Descriptors: Programming, Undergraduate Study, Resource Units, Constructivism (Learning)