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Direct linkLeif Sundberg; Jonny Holmström – Journal of Information Systems Education, 2024
With recent advances in artificial intelligence (AI), machine learning (ML) has been identified as particularly useful for organizations seeking to create value from data. However, as ML is commonly associated with technical professions, such as computer science and engineering, incorporating training in the use of ML into non-technical…
Descriptors: Artificial Intelligence, Conventional Instruction, Data Collection, Models
Pallavi Singh – ProQuest LLC, 2024
As the engineering education system continuously evolves to meet the demands of modern industry and society, there is a need for a methodology that would manage and resolve the complexities inherent in engineering educational systems. Model-based Systems Engineering (MBSE) is a structured approach to system design that utilizes models across all…
Descriptors: Engineering Education, Models, Learning Analytics, Higher Education
Download full textZulfa; Nusi, Ahmad; Ananda, Azwar; Efi, Agusti; Pernantah, Piki Setri – International Journal of Instruction, 2022
This study aims to find a simulation project-based learning model for the Minangkabau Natural Culture subject in higher education. This research method uses the research and development (R and D) development procedure using the Plomp development design that goes through 3 steps, namely: Preliminary Research, Prototyping Phase, and Assessment…
Descriptors: Student Projects, Active Learning, Higher Education, Models
Papadopoulos, Angelika – Higher Education Research and Development, 2017
In quantifying and qualifying the scope of academic labour, workload models serve multiple ends. They are intended to facilitate equitable and transparent divisions of academic work, to provide academics with a sense of whether their workload is reasonable relative to their colleagues, and universities with a mechanism for rationalising the…
Descriptors: Models, Higher Education, Faculty Workload, Teacher Surveys
Balwant, Paul Tristen; Doon, Roshnie – International Journal of Educational Technology in Higher Education, 2021
In higher education, one commonly used teaching approach that is intended to develop deep learning is that of the 'Oxford' tutorial--a personalized Socratic approach in which an instructor discusses course-related issues with a handful of students. Even though this conventional tutorial model is well supported in the literature, it may be…
Descriptors: Tutoring, Tutors, Teaching Methods, Questioning Techniques
Deng, Jeremiah D.; Purvis, Martin K. – Informatics in Education, 2015
Service modelling has become an increasingly important area in today's telecommunications and information systems practice. We have adapted a Network Design course in order to teach service modelling to a mixed class of both the telecommunication engineering and information systems backgrounds. An integrated approach engaging mathematics teaching…
Descriptors: Telecommunications, Networks, Information Systems, Interdisciplinary Approach
Hu, Po – ProQuest LLC, 2018
The purpose of this study is to explore the nature of complex adaptive systems (CAS) and network dynamics in international education (IE) programs in a U.S. higher education institution. I analyze the IE programs through a lens of complexity and network theories and ask how measures of engagement in complex networks affect performance in the IE…
Descriptors: International Education, Higher Education, Network Analysis, Program Evaluation
Seman, Laio Oriel; Hausmann, Romeu; Bezerra, Eduardo Augusto – IEEE Transactions on Education, 2018
Contribution: This paper presents the "PBL classroom model," an agent-based simulation (ABS) that allows testing of several scenarios of a project-based learning (PBL) application by considering different levels of soft-skills, and students' perception of the methodology. Background: While the community has made great advances in…
Descriptors: Active Learning, Student Projects, Vignettes, Classroom Environment
Al Hallak, Louna; Ayoubi, Rami M.; Moscardini, Alfredo; Loutfi, Mohamed – Studies in Higher Education, 2019
This paper investigates the dynamics of student enrolment in the Syrian private higher education sector. The paper adopts a system dynamics approach, to construct suitable simulation models that could be used to examine the complex and dynamic interactions between student flows, staff ratios and investments in plant and facilities. The study…
Descriptors: Private Colleges, College Administration, Enrollment Trends, Higher Education
Gu, X.; Blackmore, K. L. – Higher Education Research and Development, 2015
This paper presents the results of a systematic review of agent-based modelling and simulation (ABMS) applications in the higher education (HE) domain. Agent-based modelling is a "bottom-up" modelling paradigm in which system-level behaviour (macro) is modelled through the behaviour of individual local-level agent interactions (micro).…
Descriptors: Simulation, Higher Education, Role, Models
Bartocci, Ezio; Singh, Rupinder; von Stein, Frederick B.; Amedome, Avessie; Caceres, Alan Joseph J.; Castillo, Juan; Closser, Evan; Deards, Gabriel; Goltsev, Andriy; Ines, Roumwelle Sta.; Isbilir, Cem; Marc, Joan K.; Moore, Diquan; Pardi, Dana; Sadhu, Sandeep; Sanchez, Samuel; Sharma, Pooja; Singh, Anoopa; Rogers, Joshua; Wolinetz, Aron; Grosso-Applewhite, Terri; Zhao, Kai; Filipski, Andrew B.; Gilmour, Robert F., Jr.; Grosu, Radu; Glimm, James; Smolka, Scott A.; Cherry, Elizabeth M.; Clarke, Edmund M.; Griffeth, Nancy; Fenton, Flavio H. – Advances in Physiology Education, 2011
As part of a 3-wk intersession workshop funded by a National Science Foundation Expeditions in Computing award, 15 undergraduate students from the City University of New York collaborated on a study aimed at characterizing the voltage dynamics and arrhythmogenic behavior of cardiac cells for a broad range of physiologically relevant conditions…
Descriptors: Undergraduate Students, Mathematical Models, Student Interests, Laboratories
Smits, Iris A. M.; Timmerman, Marieke E.; Meijer, Rob R. – Applied Psychological Measurement, 2012
The assessment of the number of dimensions and the dimensionality structure of questionnaire data is important in scale evaluation. In this study, the authors evaluate two dimensionality assessment procedures in the context of Mokken scale analysis (MSA), using a so-called fixed lowerbound. The comparative simulation study, covering various…
Descriptors: Simulation, Measures (Individuals), Program Effectiveness, Item Response Theory
Saxena, T.; Chek, D. C. Y.; Tan, M. L. P.; Arora, V. K. – IEEE Transactions on Education, 2011
Circuit theory textbooks rely heavily on the applicability of Ohm's law, which collapses as electronic components reach micro- and nanoscale dimensions. Circuit analysis is examined in the regime where the applied voltage V is greater than the critical voltage V[subscript c], which triggers the nonlinear behavior. The critical voltage is infinity…
Descriptors: Equipment, Electronics, Models, Simulation
Pablo-Romero, Maria del Populo; Pozo-Barajas, Rafael; Gomez-Calero, Maria de la Palma – Educational Technology & Society, 2012
The IS-ML model is a basic tool used in the teaching of short-term macroeconomics. Teaching is essentially done through the use of graphs. However, the way these graphs are traditionally taught does not allow the learner to easily visualise changes in the curves. The IS-LM simulation program overcomes difficulties encountered in understanding the…
Descriptors: Statistical Analysis, Economics Education, Graphs, Macroeconomics
Courtioux, Pierre – Education Economics, 2012
We assess the implementation of income contingent loan (ICL) schemes for higher education in a context characterized by two main features: a formerly tuition-free system and a great heterogeneity in the quality and cost of higher education. In that case, ICL implementation leads to a trade-off between increasing "career" equity in terms…
Descriptors: Higher Education, Income, Foreign Countries, Income Contingent Loans
