Artificial neural network for learning personalisation
The paper aims to suggest a method of using artificial neural for learning personalisation. Learning personalisation consists form learning style identification then linking it to learning activities and objects which correspond to learning style. But the problem is that learning style identified by...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Vilnius University Press
2017-12-01
|
| Series: | Lietuvos Matematikos Rinkinys |
| Subjects: | |
| Online Access: | https://www.journals.vu.lt/LMR/article/view/17755 |
| _version_ | 1818382681713410048 |
|---|---|
| author | Andrius Berniukevičius Eugenijus Kurilovas |
| author_facet | Andrius Berniukevičius Eugenijus Kurilovas |
| author_sort | Andrius Berniukevičius |
| collection | DOAJ |
| description | The paper aims to suggest a method of using artificial neural for learning personalisation. Learning personalisation consists form learning style identification then linking it to learning activities and objects which correspond to learning style. But the problem is that learning style identified by questionnaire cannot guarantee adequacy and objectivity. In order to overcome this issue we can use artificial neural network which could analyse learner in learning activities and interaction
with learning objects and correct learning style and scenarios characteristics according to collected information. |
| first_indexed | 2024-12-14T02:54:20Z |
| format | Article |
| id | doaj.art-125307a7c77740839c32f4f57380d3ff |
| institution | Directory Open Access Journal |
| issn | 0132-2818 2335-898X |
| language | English |
| last_indexed | 2024-12-14T02:54:20Z |
| publishDate | 2017-12-01 |
| publisher | Vilnius University Press |
| record_format | Article |
| series | Lietuvos Matematikos Rinkinys |
| spelling | doaj.art-125307a7c77740839c32f4f57380d3ff2022-12-21T23:19:40ZengVilnius University PressLietuvos Matematikos Rinkinys0132-28182335-898X2017-12-0158B10.15388/LMR.B.2017.04Artificial neural network for learning personalisationAndrius Berniukevičius0Eugenijus Kurilovas1Vilniaus universitetasVilniaus Gedimino technikos universitetasThe paper aims to suggest a method of using artificial neural for learning personalisation. Learning personalisation consists form learning style identification then linking it to learning activities and objects which correspond to learning style. But the problem is that learning style identified by questionnaire cannot guarantee adequacy and objectivity. In order to overcome this issue we can use artificial neural network which could analyse learner in learning activities and interaction with learning objects and correct learning style and scenarios characteristics according to collected information.https://www.journals.vu.lt/LMR/article/view/17755personalisationartificial neural networklearning style |
| spellingShingle | Andrius Berniukevičius Eugenijus Kurilovas Artificial neural network for learning personalisation Lietuvos Matematikos Rinkinys personalisation artificial neural network learning style |
| title | Artificial neural network for learning personalisation |
| title_full | Artificial neural network for learning personalisation |
| title_fullStr | Artificial neural network for learning personalisation |
| title_full_unstemmed | Artificial neural network for learning personalisation |
| title_short | Artificial neural network for learning personalisation |
| title_sort | artificial neural network for learning personalisation |
| topic | personalisation artificial neural network learning style |
| url | https://www.journals.vu.lt/LMR/article/view/17755 |
| work_keys_str_mv | AT andriusberniukevicius artificialneuralnetworkforlearningpersonalisation AT eugenijuskurilovas artificialneuralnetworkforlearningpersonalisation |