Napredna pretraga

Pregled bibliografske jedinice broj: 718906

Anatomy of student models in adaptive learning systems : A systematic literature review of individual differences from 2001 to 2013


Nakić, Jelena; Granić, Andrina; Glavinić, Vlado
Anatomy of student models in adaptive learning systems : A systematic literature review of individual differences from 2001 to 2013 // Journal of educational computing research, 51 (2015), 4; 459-489 doi:10.2190/EC.51.4.e (međunarodna recenzija, članak, znanstveni)


Naslov
Anatomy of student models in adaptive learning systems : A systematic literature review of individual differences from 2001 to 2013

Autori
Nakić, Jelena ; Granić, Andrina ; Glavinić, Vlado

Izvornik
Journal of educational computing research (0735-6331) 51 (2015), 4; 459-489

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Individual differences ; student model attributes ; adaptive learning system ; learning performance ; learning experience ; evaluation studies

Sažetak
This study brings an evidence-based review of user individual characteristics employed as sources of adaptation in recent adaptive learning systems. Twenty-two user individual charac-teristics were explored in a systematically designed search procedure, while 17 of them were identified as sources of adaptation in final selection. The content analysis of 98 selected pub-lications that include evidence of adaptation efficiency is conducted. The quantitative repre-sentation of the findings shows current trends in the research of individual differences, as well as the tendencies of their further employment in student modeling. The paper contributes to the body of knowledge on user individual differences and consequently to the research and development of adaptive learning systems. Additional contribution of the study is in- depth description of development and evaluation of the search strategy which makes the method easily replicable as well as suitable for modification and employment in systematic literature review in any research field.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
177-0361994-1998 - Upotrebljivost i prilagodljivost sučelja inteligentnih autorskih ljuski (Andrina Granić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb,
Prirodoslovno-matematički fakultet, Split

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Social Science Citation Index (SSCI)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


Citati