Analysis of student's behavior in LMS Elogika

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86095550" target="_blank" >RIV/61989100:27240/15:86095550 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.5593/SGEM2015/B21/S7.004" target="_blank" >http://dx.doi.org/10.5593/SGEM2015/B21/S7.004</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.5593/SGEM2015/B21/S7.004" target="_blank" >10.5593/SGEM2015/B21/S7.004</a>

Result language

angličtina

Original language name

Analysis of student's behavior in LMS Elogika

Original language description

Nowadays we are surrounded by many information systems we need to work with. These systems gather lots of data during our log in session. Stored data may be interesting from the information point of view such as information about behaving in the system and get behavioral patterns, recommending information etc. Our learning management system eLogika, which is mainly focused on teaching logic, logs the amount of data about students' behavior in this system. These data are used to describe the behavior of individual users through reduced profiles. These profiles are the basis for identifying behavioral patterns of students. Detection of students with atypical behavior and identifying groups of students with the characteristic behavioral patterns are the other stages of data analysis. The aim of these analyzes is to create a system that, based on knowledge from previous years, highlights a selected group of students and provides them relevant information. Our approach is focused on log analysis whose results can be used to describe the behavior of students throughout the LMS or in online tests related to students' final success in particular course.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

IN - Informatics

OECD FORD branch

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Project

<a href="/en/project/GA15-13277S" target="_blank" >GA15-13277S: Hyperintensional logic for natural language analysis</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2015

Confidentiality

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

Article name in the collection

SGEM 2015 : 15th international multidisciplinary scientific geoconference : conference proceedings : 18-24 June, 2015, Albena, Bulgaria. Volume I, Informatics

ISBN

978-619-7105-34-6

ISSN

1314-2704

e-ISSN

—

Number of pages

13

Pages from-to

22-34

Publisher name

STEF92 Technology Ltd.

Place of publication

Sofia

Event location

Albena

Event date

Jun 18, 2015

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000371599500004