Triangular Learner Model

Nguyen, Loc PhD, PostDoc

No 42cbn, OSF Preprints from Center for Open Science

Abstract: User model is description of users’ information and characteristics in abstract level. User model is very important to adaptive software which aims to support user as much as possible. The process to construct user model is called user modeling. Within learning context where users are learners, the research proposes a so-called Triangular Learner Model (TLM) which is composed of three essential learners’ properties such as knowledge, learning style, and learning history. TLM is the user model that supports built-in inference mechanism. So the strong point of TLM is to reason out new information from users, based on mathematical tools. This paper focuses on fundamental algorithms and mathematical tools to construct three basic components of TLM such as knowledge sub-model, learning style sub-model, and learning history sub-model. In general, the paper is a summary of results from research on TLM. Algorithms and formulas are described by the succinct way.

Date: 2022-06-28
References: View complete reference list from CitEc
Citations:

Downloads: (external link)
https://osf.io/download/62baa66f2a61aa04311ce974/

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:osf:osfxxx:42cbn

DOI: 10.31219/osf.io/42cbn

Access Statistics for this paper

More papers in OSF Preprints from Center for Open Science
Bibliographic data for series maintained by OSF ().