Learning analytics at UWB - first approach

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23420%2F18%3A43958718" target="_blank" >RIV/49777513:23420/18:43958718 - isvavai.cz</a>

Result on the web

<a href="https://disconference.eu/wp-content/uploads/2017/01/DisCo-2018-Overcoming-the-Challenges-and-Barries-in-Open-Education-13th-conference-reader-1.pdf" target="_blank" >https://disconference.eu/wp-content/uploads/2017/01/DisCo-2018-Overcoming-the-Challenges-and-Barries-in-Open-Education-13th-conference-reader-1.pdf</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Learning analytics at UWB - first approach

Original language description

The focus of this paper is the first look and interpretation of learning analytics data from learning management system (LMS) at the University of West Bohemia in Pilsen (UWB). We claim that there are three types of granularity of LMS data. The first type is top-level, which describes approaches and usage of LMS as a whole. The second one is course-level, which deals with the behaviour and activities of all users as a whole on a specific course. And the last user-type, which interprets the activities of users in the course, and looks for common patterns of behaviour. This paper presents the first two types of granularity, based on real data from the university LMS. We are inspired by many previous studies focusing on learning systems of the LMS that often pay attention especially to academic success prediction or at-risk student identification (e.g. Smith et al. 2012, Jayaprakash et al., 2014, Baker et al., 2015). These findings form the basis for further research on identifying user behaviour on the course, and identifying students at risk of learning failure.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

50301 - Education, general; including training, pedagogy, didactics [and education systems]

Project

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Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2018

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

DisCo 2018: Overcoming the Challenges and the Barriers in Open Education : 13 th conference reader

ISBN

978-80-86302-83-6

ISSN

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e-ISSN

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Number of pages

8

Pages from-to

271-278

Publisher name

Centre for Higher Education Studies

Place of publication

Praha

Event location

Praha

Event date

Jun 25, 2018

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000475841400024