A systematic literature review of personalized learning terms

Learning is a natural human activity that is shaped by personal experiences, cognitive awareness, personal bias, opinions, cultural background, and environment. Learning has been defined as a stable and persistent change in what a person knows and can do. Learning is formed through an individual’s i...

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Published inSmart learning environments Vol. 7; no. 1; pp. 1 - 20
Main Authors Shemshack, Atikah, Spector, Jonathan Michael
Format Journal Article
LanguageEnglish
Published Singapore Springer Singapore 23.10.2020
Springer Nature B.V
SpringerOpen
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Abstract Learning is a natural human activity that is shaped by personal experiences, cognitive awareness, personal bias, opinions, cultural background, and environment. Learning has been defined as a stable and persistent change in what a person knows and can do. Learning is formed through an individual’s interactions, including the conveyance of knowledge and skills from others and experiences. So, learning is a personalized experience that allows one to expand their knowledge, perspective, skills, and understanding. Therefore, personalized learning models can help to meet individual needs and goals. Furthermore, to personalize the learning experience, technology integration can play a crucial role. This paper provides a review of the recent research literature on personalized learning as technology is changing how learning can be effectively personalized. The emphasis is on the terms used to characterize learning as those can suggest a framework for personalized and will eventually be used in meta-analyses of research on personalized learning, which is beyond the scope of this paper.
AbstractList Abstract Learning is a natural human activity that is shaped by personal experiences, cognitive awareness, personal bias, opinions, cultural background, and environment. Learning has been defined as a stable and persistent change in what a person knows and can do. Learning is formed through an individual’s interactions, including the conveyance of knowledge and skills from others and experiences. So, learning is a personalized experience that allows one to expand their knowledge, perspective, skills, and understanding. Therefore, personalized learning models can help to meet individual needs and goals. Furthermore, to personalize the learning experience, technology integration can play a crucial role. This paper provides a review of the recent research literature on personalized learning as technology is changing how learning can be effectively personalized. The emphasis is on the terms used to characterize learning as those can suggest a framework for personalized and will eventually be used in meta-analyses of research on personalized learning, which is beyond the scope of this paper.
Learning is a natural human activity that is shaped by personal experiences, cognitive awareness, personal bias, opinions, cultural background, and environment. Learning has been defined as a stable and persistent change in what a person knows and can do. Learning is formed through an individual’s interactions, including the conveyance of knowledge and skills from others and experiences. So, learning is a personalized experience that allows one to expand their knowledge, perspective, skills, and understanding. Therefore, personalized learning models can help to meet individual needs and goals. Furthermore, to personalize the learning experience, technology integration can play a crucial role. This paper provides a review of the recent research literature on personalized learning as technology is changing how learning can be effectively personalized. The emphasis is on the terms used to characterize learning as those can suggest a framework for personalized and will eventually be used in meta-analyses of research on personalized learning, which is beyond the scope of this paper.
ArticleNumber 33
Author Spector, Jonathan Michael
Shemshack, Atikah
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Cites_doi 10.19173/irrodl.v16i1.1946
10.1016/s0360-1315(99)00044-5
10.1007/s10639-016-9504-y
10.1016/j.eswa.2005.07.029
10.1109/MC.2014.168
10.1016/j.jpag.2015.10.020
10.1016/j.compedu.2014.07.012
10.1016/j.compedu.2019.103698
10.1016/j.compedu.2019.04.009
10.1016/j.jksuci.2013.10.008
10.1111/j.1467-8535.2009.00981.x
10.1016/j.compedu.2019.05.005
10.1111/jcal.12262
10.1007/s10639-016-9472-2
10.1016/j.compedu.2011.08.018
10.1007/978-3-642-38291-8_8
10.1007/s11423-012-9250-9
10.17705/1cais.03743
10.1111/bjet.12534
10.1016/j.compedu.2010.11.001
10.1016/j.compedu.2004.01.006
10.1016/j.compedu.2014.12.007
10.1080/10494820.2013.825809
10.1007/s11423-012-9237-6
10.1016/j.compedu.2017.09.006
10.1007/s10639-019-09868-5
10.19173/irrodl.v17i1.2168
10.1504/IJSMARTTL.2016.078163
10.1186/s40561-014-0002-7
10.14742/ajet.1148
10.1016/j.chb.2015.02.014
10.1007/s10639-015-9418-0
10.1111/bjet.12285
10.1111/jcal.12172
10.1111/j.1467-8535.2012.01300.x
10.1007/s11423-012-9248-3
10.1007/s10798-004-8320-7
10.1016/j.compedu.2015.05.007
10.1177/1053451217693364
10.4324/9781315764269
10.1007/s11423-018-9615-9
10.1155/2016/7392125
10.1111/jcal.12099
10.1007/s11423-017-9542-1
10.1016/j.compedu.2019.103777
10.19173/irrodl.v14i3.1397
10.1016/j.compedu.2018.11.005
10.1016/j.compedu.2019.03.006
10.1016/j.compedu.2013.09.014
10.1016/j.compedu.2013.05.009
10.1016/j.compedu.2018.10.001
10.1016/j.compedu.2019.103599
10.1007/978-981-13-6908-7_24
10.1007/s10639-020-10149-9
10.1016/j.compedu.2019.103642
10.1007/s10639-020-10182-8
10.1007/s10639-020-10133-3
10.2307/jeductechsoci.14.1.107
10.1787/9789264036604-2-en
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References Klašnja-Milićević, Vesin, Ivanović, Budimac (CR46) 2011; 56
Göbel, Wendel, Ritter, Steinmetz (CR32) 2010
McCombs, Whisler (CR56) 1997
(CR62) 2006
Dwivedi, Bharadwaj (CR22) 2013; 16
Dawson, Heathcote, Poole (CR19) 2010; 24
Lu, Chang, Kinshuk, Huang, Chen (CR55) 2014; 17
Sungkur, Antoaroo, Beeharry (CR81) 2016; 21
Aroyo, Dolog, Houben, Kravcik, Naeve, Nilsson, Wild (CR3) 2006; 9
(CR86) 2010
Reisman (CR70) 2014; 47
Brusilovsky, Peylo (CR8) 2003; 13
Hooshyar, Ahmad, Yousefi, Yusop, Horng (CR36) 2015; 31
Flores, Ari, Inan, Arslan-Ari (CR28) 2012; 15
Nedungadi, Raman (CR59) 2012; 60
Hsieh, Chen (CR37) 2016; 17
Sampson, Karagiannidis, Kinshuk (CR71) 2002; 4
Chen, Huang, Shih, Chang (CR16) 2016; 24
Lee, Huh, Lin, Reigeluth (CR49) 2018; 6
Junokas, Lindgren, Kang, Morphew (CR43) 2018; 34
Spector (CR79) 2015
Ko, Chiang, Lin, Chen (CR47) 2011; 14
Spector (CR78) 2014; 1
Sharples (CR74) 2000; 34
Rastegarmoghadam, Ziarati (CR69) 2017; 22
Cavanagh (CR10) 2014; 34
Afini Normadhi, Shuib, Md Nasir, Bimba, Idris, Balakrishnan (CR2) 2019; 130
Foshee, Elliott, Atkinson (CR29) 2016; 47
Lockspeiser, Kaul (CR54) 2016; 29
Atkinson (CR4) 2006; 16
Fatahi (CR26) 2019; 24
Tseng, Su, Hwang, Hwang, Tsai, Tsai (CR85) 2008; 11
Ormrod (CR63) 2011
Shute, Rahimi (CR75) 2017; 33
Spector (CR80) 2018; 1
Chen, Liu, Chang (CR15) 2006; 30
Scheiter, Schubert, Schüler, Schmidt, Zimmermann, Wassermann, Krebs, Eder (CR72) 2019; 139
Zou, Xie (CR91) 2018; 21
Kinshuk (CR44) 2012; 60
Gómez, Zervas, Sampson, Fabregat (CR33) 2014; 26
Latham, Crockett, McLean (CR48) 2014; 71
(CR87) 2017
Cheung, Hew (CR17) 2009; 25
Aeiad, Meziane (CR1) 2019; 78
Pliakos, Joo, Park, Cornillie, Vens, Van den Noortgate (CR66) 2019; 137
Chou, Lai, Chao, Lan, Chen (CR18) 2015; 88
Hwang, Sung, Hung, Huang (CR40) 2013; 16
Xie, Chu, Hwang, Wang (CR89) 2019; 140
Chen, Lee, Chen (CR14) 2005; 44
FitzGerald, Kucirkova, Jones, Cross, Ferguson, Herodotou, Hillaire, Scanlon (CR27) 2018; 49
Lo, Chan, Yeh (CR53) 2012; 58
Troussas, Krouska, Sgouropoulou (CR83) 2020; 144
Çakıroğlu (CR9) 2014; 15
George, Lal (CR31) 2019; 142
Benhamdi, Babouri, Chiky (CR7) 2017; 22
CR52
Pontual Falcão, e Peres, Sales de Morais, da Silva Oliveira (CR67) 2018; 116
Yang, Hwang, Yang (CR90) 2013; 16
Miliband (CR57) 2006
Okoli (CR61) 2015; 37
Chatti (CR11) 2010
Nabizadeh, Gonçalves, Gama, Jorge, Rafsanjani (CR58) 2020; 147
Barrio, Miller, Hsiao, Dunn, Petersen, Hollingshead, Banks (CR6) 2017; 53
Jung, Kim, Yoon, Park, Oakley (CR42) 2019; 128
Lin, Yeh, Hung, Chang (CR50) 2013; 68
Truong (CR84) 2016; 55
Wang, Liao (CR88) 2011; 42
Garcia-Cabot, De-Marcos, Garcia-Lopez (CR30) 2015; 82
Dewey (CR20) 1915
Tomberg, Laanpere, Ley, Normak (CR82) 2013; 14
Spector (CR77) 2013; 16
Kinshuk, Huang, Sampson, Chen (CR45) 2013; 16
Schmid, Petko (CR73) 2019; 136
Papamitsiou, Economides (CR64) 2014; 17
CR25
CR24
Huang, Shiu (CR38) 2012; 15
Chatti, Jarke, Specht (CR12) 2010; 13
CR65
Griff, Matter (CR34) 2013; 44
Dewey (CR21) 1998
CR60
Ramos De Melo, Flôres, Diniz De Carvalho, Gonçalves De Teixeira, Batista Loja, De Sousa Gomide (CR68) 2014; 79
Huang, Liang, Su, Chen (CR39) 2012; 60
Bahçeci, Gürol (CR5) 2016; 2016
Somyürek (CR76) 2015; 16
Liu, McKelroy, Corliss, Carrigan (CR51) 2017; 65
K *Scheiter (140_CR72) 2019; 139
P Brusilovsky (140_CR8) 2003; 13
Z Papamitsiou (140_CR64) 2014; 17
C *Troussas (140_CR83) 2020; 144
S *Fatahi (140_CR26) 2019; 24
YM Huang (140_CR39) 2012; 60
A *Garcia-Cabot (140_CR30) 2015; 82
Kinshuk (140_CR44) 2012; 60
JM *Spector (140_CR77) 2013; 16
MA *Chatti (140_CR12) 2010; 13
F Bahçeci (140_CR5) 2016; 2016
A *Latham (140_CR48) 2014; 71
J Dewey (140_CR20) 1915
D Sampson (140_CR71) 2002; 4
P *Dwivedi (140_CR22) 2013; 16
C *Lu (140_CR55) 2014; 17
D *Zou (140_CR91) 2018; 21
S Göbel (140_CR32) 2010
A *Klašnja-Milićević (140_CR46) 2011; 56
BL McCombs (140_CR56) 1997
CW *Hsieh (140_CR37) 2016; 17
M *Liu (140_CR51) 2017; 65
HM Truong (140_CR84) 2016; 55
H *Xie (140_CR89) 2019; 140
140_CR65
140_CR24
140_CR25
JM Spector (140_CR79) 2015
MJ *Junokas (140_CR43) 2018; 34
G *George (140_CR31) 2019; 142
TC Yang (140_CR90) 2013; 16
V *Tomberg (140_CR82) 2013; 14
NB *Afini Normadhi (140_CR2) 2019; 130
D *Hooshyar (140_CR36) 2015; 31
S-S Tseng (140_CR85) 2008; 11
WS Cheung (140_CR17) 2009; 25
CF *Lin (140_CR50) 2013; 68
S Cavanagh (140_CR10) 2014; 34
CY *Chou (140_CR18) 2015; 88
TM Lockspeiser (140_CR54) 2016; 29
CM Chen (140_CR14) 2005; 44
M Sharples (140_CR74) 2000; 34
L Aroyo (140_CR3) 2006; 9
JM Spector (140_CR80) 2018; 1
S Atkinson (140_CR4) 2006; 16
S Reisman (140_CR70) 2014; 47
Ü *Çakıroğlu (140_CR9) 2014; 15
D Miliband (140_CR57) 2006
P *Nedungadi (140_CR59) 2012; 60
YH *Wang (140_CR88) 2011; 42
CM Chen (140_CR15) 2006; 30
S Dawson (140_CR19) 2010; 24
R *Flores (140_CR28) 2012; 15
JJ *Lo (140_CR53) 2012; 58
U.S. Department of Education (140_CR86) 2010
Kinshuk (140_CR45) 2013; 16
CC *Ko (140_CR47) 2011; 14
JE Ormrod (140_CR63) 2011
E *Aeiad (140_CR1) 2019; 78
SL *Huang (140_CR38) 2012; 15
R *Schmid (140_CR73) 2019; 136
K *Pliakos (140_CR66) 2019; 137
T *Pontual Falcão (140_CR67) 2018; 116
F *Ramos De Melo (140_CR68) 2014; 79
JM Spector (140_CR78) 2014; 1
S Gómez (140_CR33) 2014; 26
ER *Griff (140_CR34) 2013; 44
140_CR60
S *Benhamdi (140_CR7) 2017; 22
AH *Nabizadeh (140_CR58) 2020; 147
M *Rastegarmoghadam (140_CR69) 2017; 22
RK Sungkur (140_CR81) 2016; 21
MA Chatti (140_CR11) 2010
GJ *Hwang (140_CR40) 2013; 16
VJ *Shute (140_CR75) 2017; 33
E *Jung (140_CR42) 2019; 128
E *FitzGerald (140_CR27) 2018; 49
Organisation for Economic Co-operation and Development (OECD) (140_CR62) 2006
D *Lee (140_CR49) 2018; 6
J Dewey (140_CR21) 1998
SY Chen (140_CR16) 2016; 24
CM *Foshee (140_CR29) 2016; 47
BL Barrio (140_CR6) 2017; 53
S *Somyürek (140_CR76) 2015; 16
C Okoli (140_CR61) 2015; 37
140_CR52
U.S. Department of Education, Office of Educational Technology (140_CR87) 2017
References_xml – volume: 11
  start-page: 171
  issue: 2
  year: 2008
  end-page: 191
  ident: CR85
  article-title: An object- oriented course framework for developing adaptive learning systems
  publication-title: Educational Technology & Society
– volume: 16
  start-page: 221
  issue: 1
  year: 2015
  end-page: 241
  ident: CR76
  article-title: The new trends in adaptive educational hypermedia systems
  publication-title: International Review of Research in Open and Distance Learning
  doi: 10.19173/irrodl.v16i1.1946
– volume: 16
  start-page: 185
  issue: 4
  year: 2013
  end-page: 200
  ident: CR90
  article-title: Development of an adaptive learning system with multiple perspectives based on students’ learning styles and cognitive styles
  publication-title: Educational Technology & Society
– volume: 34
  start-page: 177
  issue: 3–4
  year: 2000
  end-page: 193
  ident: CR74
  article-title: The design of personal mobile technologies for lifelong learning
  publication-title: Computers & Education
  doi: 10.1016/s0360-1315(99)00044-5
– volume: 142
  start-page: 103,642
  issue: July
  year: 2019
  ident: CR31
  article-title: Review of ontology-based recommender systems in e-learning
  publication-title: Computers & Education
– volume: 22
  start-page: 1455
  issue: 4
  year: 2017
  end-page: 1477
  ident: CR7
  article-title: Personalized recommender system for e-Learning environment
  publication-title: Education and Information Technologies
  doi: 10.1007/s10639-016-9504-y
– volume: 16
  start-page: 188
  issue: 2
  year: 2013
  end-page: 197
  ident: CR40
  article-title: A learning style perspective to investigate the necessity of developing adaptive learning systems
  publication-title: Educational Technology & Society
– volume: 30
  start-page: 378
  issue: 2
  year: 2006
  end-page: 396
  ident: CR15
  article-title: Personalized curriculum sequencing utilizing modified item response theory for web-based instruction
  publication-title: Expert Systems with Applications
  doi: 10.1016/j.eswa.2005.07.029
– year: 1998
  ident: CR21
  publication-title: Experience and education (60th anniversary edn.)
– volume: 47
  start-page: 82
  issue: 6
  year: 2014
  end-page: 84
  ident: CR70
  article-title: The future of online instruction, Part 2
  publication-title: Computer
  doi: 10.1109/MC.2014.168
– year: 2017
  ident: CR87
  publication-title: Reimagining the role of technology in education: 2017 national education technology plan update
– volume: 29
  start-page: 214
  issue: 3
  year: 2016
  end-page: 217
  ident: CR54
  article-title: Using individualized learning plans to facilitate learner-centered teaching
  publication-title: Journal of Pediatric and Adolescent Gynecology
  doi: 10.1016/j.jpag.2015.10.020
– volume: 79
  start-page: 126
  year: 2014
  end-page: 137
  ident: CR68
  article-title: Computational organization of didactic contents for personalized virtual learning environments
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2014.07.012
– year: 2011
  ident: CR63
  publication-title: Human learning
– volume: 144
  start-page: 103698
  issue: September 2019
  year: 2020
  ident: CR83
  article-title: Collaboration and fuzzy-modeled personalization for mobile game-based learning in higher education
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.103698
– volume: 137
  start-page: 91
  issue: April
  year: 2019
  end-page: 103
  ident: CR66
  article-title: Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.04.009
– ident: CR25
– volume: 13
  start-page: 74
  issue: 4
  year: 2010
  end-page: 85
  ident: CR12
  article-title: The 3P learning model
  publication-title: Educational Technology & Society
– volume: 26
  start-page: 47
  issue: 1
  year: 2014
  end-page: 61
  ident: CR33
  article-title: Context-aware adaptive and personalized mobile learning delivery supported by UoLmP
  publication-title: Journal of King Saud University - Computer and Information Sciences
  doi: 10.1016/j.jksuci.2013.10.008
– volume: 42
  start-page: 66
  issue: 1
  year: 2011
  end-page: 87
  ident: CR88
  article-title: Adaptive learning for ESL based on computation
  publication-title: British Journal of Educational Technology
  doi: 10.1111/j.1467-8535.2009.00981.x
– volume: 139
  start-page: 31
  year: 2019
  end-page: 47
  ident: CR72
  article-title: Adaptive multimedia: using gaze-contingent instructional guidance to provide personalized processing support
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.05.005
– volume: 34
  start-page: 350
  issue: 4
  year: 2018
  end-page: 357
  ident: CR43
  article-title: Enhancing multimodal learning through personalized gesture recognition
  publication-title: Journal of Computer Assisted Learning
  doi: 10.1111/jcal.12262
– volume: 21
  start-page: 233
  issue: 2
  year: 2018
  end-page: 244
  ident: CR91
  article-title: Personalized word-learning based on technique feature analysis and learning analytics
  publication-title: Educational Technology & Society
– volume: 22
  start-page: 1067
  issue: 3
  year: 2017
  end-page: 1087
  ident: CR69
  article-title: Improved modeling of intelligent tutoring systems using ant colony optimization
  publication-title: Education and Information Technologies
  doi: 10.1007/s10639-016-9472-2
– volume: 58
  start-page: 209
  issue: 1
  year: 2012
  end-page: 222
  ident: CR53
  article-title: Designing an adaptive web-based learning system based on students’ cognitive styles identified online
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2011.08.018
– volume: 17
  start-page: 131
  issue: 9783642382901
  year: 2014
  end-page: 146
  ident: CR55
  article-title: Context-aware mobile role-playing game for learning
  publication-title: Lecture Notes in Educational Technology
  doi: 10.1007/978-3-642-38291-8_8
– volume: 60
  start-page: 659
  issue: 4
  year: 2012
  end-page: 678
  ident: CR59
  article-title: A new approach to personalization: Integrating e-learning and m-learning
  publication-title: Educational Technology Research and Development
  doi: 10.1007/s11423-012-9250-9
– year: 2006
  ident: CR62
– volume: 37
  start-page: 879
  issue: 1
  year: 2015
  end-page: 910
  ident: CR61
  article-title: A guide to conducting a standalone systematic literature review
  publication-title: Communications of the Association for Information Systems
  doi: 10.17705/1cais.03743
– volume: 49
  start-page: 165
  issue: 1
  year: 2018
  end-page: 181
  ident: CR27
  article-title: Dimensions of personalisation in technology-enhanced learning: A framework and implications for design
  publication-title: British Journal of Educational Technology
  doi: 10.1111/bjet.12534
– volume: 56
  start-page: 885
  issue: 3
  year: 2011
  end-page: 899
  ident: CR46
  article-title: E-Learning personalization based on hybrid recommendation strategy and learning style identification
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2010.11.001
– volume: 15
  start-page: 251
  issue: 3
  year: 2012
  end-page: 261
  ident: CR28
  article-title: The impact of adapting content for students with individual differences
  publication-title: Educational Technology & Society
– volume: 4
  start-page: 24
  issue: 4
  year: 2002
  end-page: 39
  ident: CR71
  article-title: Personalised learning: educational, technological and standardisation perspective
  publication-title: Interactive Educational Multimedia: IEM
– volume: 44
  start-page: 237
  issue: 3
  year: 2005
  end-page: 255
  ident: CR14
  article-title: Personalized e-learning system using item response theory
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2004.01.006
– volume: 82
  start-page: 450
  year: 2015
  end-page: 459
  ident: CR30
  article-title: An empirical study on m-learning adaptation: Learning performance and learning contexts
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2014.12.007
– ident: CR60
– volume: 24
  start-page: 119
  issue: 1
  year: 2016
  end-page: 141
  ident: CR16
  article-title: Investigation of multiple human factors in personalized learning
  publication-title: Interactive Learning Environments
  doi: 10.1080/10494820.2013.825809
– volume: 16
  start-page: 3
  issue: 2
  year: 2013
  end-page: 20
  ident: CR45
  article-title: Trends in educational technology through the lens of the highly cited articles published in the Journal of Educational Technology and Society
  publication-title: Educational Technology & Society
– volume: 60
  start-page: 703
  issue: 4
  year: 2012
  end-page: 722
  ident: CR39
  article-title: Empowering personalized learning with an interactive e-book learning system for elementary school students
  publication-title: Educational Technology Research and Development
  doi: 10.1007/s11423-012-9237-6
– volume: 116
  start-page: 161
  year: 2018
  end-page: 175
  ident: CR67
  article-title: Participatory methodologies to promote student engagement in the development of educational digital games
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2017.09.006
– year: 1915
  ident: CR20
  publication-title: The school and society
– volume: 24
  start-page: 116
  issue: 2
  year: 2010
  end-page: 128
  ident: CR19
  article-title: Harnessing ICT potential: the adoption and analysis of ICT systems for enhancing the student learning experience
  publication-title: International Journal of Educational Management
– volume: 16
  start-page: 21
  issue: 2
  year: 2013
  end-page: 30
  ident: CR77
  article-title: Emerging educational technologies and research directions
  publication-title: Educational Technology & Society
– volume: 14
  start-page: 88
  issue: 4
  year: 2011
  end-page: 98
  ident: CR47
  article-title: An individualized e-Reading system developed based on multirepresentations approach
  publication-title: Educational Technology & Society
– volume: 24
  start-page: 2225
  issue: 4
  year: 2019
  end-page: 2241
  ident: CR26
  article-title: An experimental study on an adaptive e-learning environment based on learner’s personality and emotion
  publication-title: Education and Information Technologies
  doi: 10.1007/s10639-019-09868-5
– volume: 128
  start-page: 377
  issue: October 2018
  year: 2019
  end-page: 388
  ident: CR42
  article-title: The influence of instructional design on learner control, sense of achievement, and perceived effectiveness in a supersize MOOC course
  publication-title: Computers & Education
– volume: 140
  start-page: 103599
  issue: June
  year: 2019
  ident: CR89
  article-title: Trends and development in technology-enhanced adaptive/personalized learning: a systematic review of journal publications from 2007 to 2017
  publication-title: Computers & Education
– volume: 17
  start-page: 1
  issue: 1
  year: 2016
  end-page: 22
  ident: CR37
  article-title: A cognitive style perspective to handheld devices: customization vs. personalization
  publication-title: International Review of Research in Open and Distance Learning
  doi: 10.19173/irrodl.v17i1.2168
– year: 1997
  ident: CR56
– volume: 1
  start-page: 21
  issue: 1
  year: 2018
  end-page: 32
  ident: CR80
  article-title: The potential of smart technologies for learning and instruction
  publication-title: International Journal of Smart Technology & Learning
  doi: 10.1504/IJSMARTTL.2016.078163
– volume: 17
  start-page: 49
  issue: 4
  year: 2014
  end-page: 64
  ident: CR64
  article-title: Learning analytics and educational data mining in practice: a systemic literature review of empirical evidence
  publication-title: Educational Technology & Society
– volume: 1
  start-page: 2
  year: 2014
  ident: CR78
  article-title: Conceptualizing the emerging field of smart learning environments
  publication-title: Smart Learning Environments
  doi: 10.1186/s40561-014-0002-7
– volume: 16
  start-page: 201
  issue: 4
  year: 2013
  end-page: 216
  ident: CR22
  article-title: Effective trust-aware E-learning recommender system based on learning styles and knowledge levels
  publication-title: Educational Technology & Society
– volume: 25
  start-page: 153
  issue: 2
  year: 2009
  end-page: 183
  ident: CR17
  article-title: A review of research methodologies used in studies on mobile handheld devices in K-12 and higher education settings
  publication-title: Australasian Journal of Educational Technology
  doi: 10.14742/ajet.1148
– volume: 78
  start-page: 674
  year: 2019
  end-page: 681
  ident: CR1
  article-title: An adaptable and personalised elearning system applied to computer
  publication-title: Education and Information Technologies
– volume: 55
  start-page: 1185
  year: 2016
  end-page: 1193
  ident: CR84
  article-title: Integrating learning styles and adaptive e-learning system: current developments, problems, and opportunities
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2015.02.014
– volume: 9
  start-page: 4
  issue: 2
  year: 2006
  end-page: 18
  ident: CR3
  article-title: Interoperability in personalized adaptive learning
  publication-title: Educational Technology & Society
– volume: 21
  start-page: 1785
  issue: 6
  year: 2016
  end-page: 1806
  ident: CR81
  article-title: Eye tracking system for enhanced learning experiences
  publication-title: Education and Information Technologies
  doi: 10.1007/s10639-015-9418-0
– year: 2010
  ident: CR11
  publication-title: Personalization in technology enhanced learning: a social software perspective
– volume: 47
  start-page: 893
  issue: 5
  year: 2016
  end-page: 905
  ident: CR29
  article-title: Technology-enhanced learning in college mathematics remediation
  publication-title: British Journal of Educational Technology
  doi: 10.1111/bjet.12285
– volume: 33
  start-page: 1
  issue: 1
  year: 2017
  end-page: 19
  ident: CR75
  article-title: Review of computer-based assessment for learning in elementary and secondary education
  publication-title: Journal of Computer Assisted Learning
  doi: 10.1111/jcal.12172
– volume: 44
  start-page: 170
  issue: 1
  year: 2013
  end-page: 176
  ident: CR34
  article-title: Evaluation of an adaptive online learning system
  publication-title: British Journal of Educational Technology
  doi: 10.1111/j.1467-8535.2012.01300.x
– volume: 60
  start-page: 561
  issue: 4
  year: 2012
  end-page: 562
  ident: CR44
  article-title: Guest editorial: personalized learning
  publication-title: Educational Technology Research and Development
  doi: 10.1007/s11423-012-9248-3
– volume: 13
  start-page: 156
  year: 2003
  end-page: 169
  ident: CR8
  article-title: Adaptive and intelligent web-based educational systems adaptive and intelligent technologies for web-based educational systems
  publication-title: International Journal of Artificial Intelligence in Education
– volume: 16
  start-page: 193
  year: 2006
  end-page: 213
  ident: CR4
  article-title: Factors influencing successful achievement in contrasting design and technology activities in higher education
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-004-8320-7
– volume: 15
  start-page: 161
  issue: 4
  year: 2014
  end-page: 185
  ident: CR9
  article-title: Analyzing the effect of learning styles and study habits of distance learners on learning performances: a case of an introductory programming course
  publication-title: International Review of Research in Open and Distance Learning
– volume: 15
  start-page: 214
  issue: 3
  year: 2012
  end-page: 225
  ident: CR38
  article-title: A user-centric adaptive learning system for e-learning 2.0
  publication-title: Educational Technology & Society
– volume: 88
  start-page: 215
  year: 2015
  end-page: 226
  ident: CR18
  article-title: Negotiation based adaptive learning sequences: combining adaptivity and adaptability
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2015.05.007
– volume: 53
  start-page: 114
  issue: 2
  year: 2017
  end-page: 119
  ident: CR6
  article-title: Designing culturally responsive and relevant individualized educational programs
  publication-title: Intervention in School and Clinic
  doi: 10.1177/1053451217693364
– start-page: 21
  year: 2006
  end-page: 30
  ident: CR57
  article-title: Choice and voice in personalised learning
  publication-title: Schooling for tomorrow: personalising education
– ident: CR65
– year: 2015
  ident: CR79
  publication-title: Foundations of educational technology: integrative approaches and interdisciplinary perspectives
  doi: 10.4324/9781315764269
– volume: 6
  start-page: 1269
  issue: 5
  year: 2018
  end-page: 1302
  ident: CR49
  article-title: Technology functions for personalized learning in learner-centered schools
  publication-title: Educational Technology Research and Development
  doi: 10.1007/s11423-018-9615-9
– start-page: 438
  year: 2010
  end-page: 445
  ident: CR32
  article-title: Personalized, adaptive digital educational games using narrative game-based learning objects
  publication-title: International conference on technologies for E-learning and digital entertainment
– ident: CR52
– volume: 2016
  start-page: 1
  year: 2016
  end-page: 9
  ident: CR5
  article-title: The effect of individualized instruction system on the academic achievement scores of students
  publication-title: Education Research International
  doi: 10.1155/2016/7392125
– volume: 31
  start-page: 345
  issue: 4
  year: 2015
  end-page: 361
  ident: CR36
  article-title: A flowchart-based intelligent tutoring system for improving problem-solving skills of novice programmers
  publication-title: Journal of Computer Assisted Learning
  doi: 10.1111/jcal.12099
– volume: 65
  start-page: 1605
  issue: 6
  year: 2017
  end-page: 1625
  ident: CR51
  article-title: Investigating the effect of an adaptive learning intervention on students’ learning
  publication-title: Educational Technology Research and Development
  doi: 10.1007/s11423-017-9542-1
– year: 2010
  ident: CR86
  publication-title: Transforming American education: Learning powered by technology
– volume: 147
  start-page: 103777
  issue: November 2019
  year: 2020
  ident: CR58
  article-title: Adaptive learning path recommender approach using auxiliary learning objects
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.103777
– volume: 14
  start-page: 109
  issue: 3
  year: 2013
  end-page: 133
  ident: CR82
  article-title: Sustaining teacher control in a blog-based personal learning environment
  publication-title: International Review of Research in Open and Distance Learning
  doi: 10.19173/irrodl.v14i3.1397
– volume: 34
  start-page: S2
  issue: 9
  year: 2014
  end-page: S4
  ident: CR10
  article-title: What is “personalized learning”? Educators seek clarity
  publication-title: Education Week
– volume: 130
  start-page: 168
  year: 2019
  end-page: 190
  ident: CR2
  article-title: Identification of personal traits in adaptive learning environment: Systematic literature review
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2018.11.005
– volume: 136
  start-page: 75
  issue: March
  year: 2019
  end-page: 86
  ident: CR73
  article-title: Does the use of educational technology in personalized learning environments correlate with self-reported digital skills and beliefs of secondary-school students?
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.03.006
– ident: CR24
– volume: 71
  start-page: 97
  year: 2014
  end-page: 110
  ident: CR48
  article-title: An adaptation algorithm for an intelligent natural language tutoring system
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2013.09.014
– volume: 68
  start-page: 199
  year: 2013
  end-page: 210
  ident: CR50
  article-title: Data mining for providing a personalized learning path in creativity: an application of decision trees
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2013.05.009
– volume-title: Foundations of educational technology: integrative approaches and interdisciplinary perspectives
  year: 2015
  ident: 140_CR79
  doi: 10.4324/9781315764269
– volume: 128
  start-page: 377
  issue: October 2018
  year: 2019
  ident: 140_CR42
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2018.10.001
– volume: 82
  start-page: 450
  year: 2015
  ident: 140_CR30
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2014.12.007
– volume: 2016
  start-page: 1
  year: 2016
  ident: 140_CR5
  publication-title: Education Research International
  doi: 10.1155/2016/7392125
– volume: 13
  start-page: 156
  year: 2003
  ident: 140_CR8
  publication-title: International Journal of Artificial Intelligence in Education
– volume: 56
  start-page: 885
  issue: 3
  year: 2011
  ident: 140_CR46
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2010.11.001
– volume: 49
  start-page: 165
  issue: 1
  year: 2018
  ident: 140_CR27
  publication-title: British Journal of Educational Technology
  doi: 10.1111/bjet.12534
– volume: 136
  start-page: 75
  issue: March
  year: 2019
  ident: 140_CR73
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.03.006
– volume: 79
  start-page: 126
  year: 2014
  ident: 140_CR68
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2014.07.012
– volume: 42
  start-page: 66
  issue: 1
  year: 2011
  ident: 140_CR88
  publication-title: British Journal of Educational Technology
  doi: 10.1111/j.1467-8535.2009.00981.x
– volume: 13
  start-page: 74
  issue: 4
  year: 2010
  ident: 140_CR12
  publication-title: Educational Technology & Society
– volume: 26
  start-page: 47
  issue: 1
  year: 2014
  ident: 140_CR33
  publication-title: Journal of King Saud University - Computer and Information Sciences
  doi: 10.1016/j.jksuci.2013.10.008
– volume: 14
  start-page: 88
  issue: 4
  year: 2011
  ident: 140_CR47
  publication-title: Educational Technology & Society
– volume: 139
  start-page: 31
  year: 2019
  ident: 140_CR72
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.05.005
– volume: 140
  start-page: 103599
  issue: June
  year: 2019
  ident: 140_CR89
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.103599
– volume: 30
  start-page: 378
  issue: 2
  year: 2006
  ident: 140_CR15
  publication-title: Expert Systems with Applications
  doi: 10.1016/j.eswa.2005.07.029
– volume: 68
  start-page: 199
  year: 2013
  ident: 140_CR50
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2013.05.009
– volume: 9
  start-page: 4
  issue: 2
  year: 2006
  ident: 140_CR3
  publication-title: Educational Technology & Society
– volume: 71
  start-page: 97
  year: 2014
  ident: 140_CR48
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2013.09.014
– volume: 137
  start-page: 91
  issue: April
  year: 2019
  ident: 140_CR66
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.04.009
– volume: 15
  start-page: 214
  issue: 3
  year: 2012
  ident: 140_CR38
  publication-title: Educational Technology & Society
– volume: 21
  start-page: 1785
  issue: 6
  year: 2016
  ident: 140_CR81
  publication-title: Education and Information Technologies
  doi: 10.1007/s10639-015-9418-0
– volume: 24
  start-page: 2225
  issue: 4
  year: 2019
  ident: 140_CR26
  publication-title: Education and Information Technologies
  doi: 10.1007/s10639-019-09868-5
– volume: 53
  start-page: 114
  issue: 2
  year: 2017
  ident: 140_CR6
  publication-title: Intervention in School and Clinic
  doi: 10.1177/1053451217693364
– volume: 60
  start-page: 659
  issue: 4
  year: 2012
  ident: 140_CR59
  publication-title: Educational Technology Research and Development
  doi: 10.1007/s11423-012-9250-9
– volume: 29
  start-page: 214
  issue: 3
  year: 2016
  ident: 140_CR54
  publication-title: Journal of Pediatric and Adolescent Gynecology
  doi: 10.1016/j.jpag.2015.10.020
– volume: 21
  start-page: 233
  issue: 2
  year: 2018
  ident: 140_CR91
  publication-title: Educational Technology & Society
– volume: 16
  start-page: 221
  issue: 1
  year: 2015
  ident: 140_CR76
  publication-title: International Review of Research in Open and Distance Learning
  doi: 10.19173/irrodl.v16i1.1946
– volume: 11
  start-page: 171
  issue: 2
  year: 2008
  ident: 140_CR85
  publication-title: Educational Technology & Society
– volume-title: The learner-centered classroom and school: Strategies for increasing student motivation and achievement
  year: 1997
  ident: 140_CR56
– ident: 140_CR65
  doi: 10.1007/978-981-13-6908-7_24
– volume: 22
  start-page: 1455
  issue: 4
  year: 2017
  ident: 140_CR7
  publication-title: Education and Information Technologies
  doi: 10.1007/s10639-016-9504-y
– volume: 16
  start-page: 21
  issue: 2
  year: 2013
  ident: 140_CR77
  publication-title: Educational Technology & Society
– ident: 140_CR24
  doi: 10.1007/s10639-020-10149-9
– volume: 22
  start-page: 1067
  issue: 3
  year: 2017
  ident: 140_CR69
  publication-title: Education and Information Technologies
  doi: 10.1007/s10639-016-9472-2
– volume: 78
  start-page: 674
  year: 2019
  ident: 140_CR1
  publication-title: Education and Information Technologies
– volume: 34
  start-page: 177
  issue: 3–4
  year: 2000
  ident: 140_CR74
  publication-title: Computers & Education
  doi: 10.1016/s0360-1315(99)00044-5
– volume: 14
  start-page: 109
  issue: 3
  year: 2013
  ident: 140_CR82
  publication-title: International Review of Research in Open and Distance Learning
  doi: 10.19173/irrodl.v14i3.1397
– volume: 16
  start-page: 201
  issue: 4
  year: 2013
  ident: 140_CR22
  publication-title: Educational Technology & Society
– volume: 65
  start-page: 1605
  issue: 6
  year: 2017
  ident: 140_CR51
  publication-title: Educational Technology Research and Development
  doi: 10.1007/s11423-017-9542-1
– volume: 44
  start-page: 170
  issue: 1
  year: 2013
  ident: 140_CR34
  publication-title: British Journal of Educational Technology
  doi: 10.1111/j.1467-8535.2012.01300.x
– volume: 144
  start-page: 103698
  issue: September 2019
  year: 2020
  ident: 140_CR83
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.103698
– volume: 25
  start-page: 153
  issue: 2
  year: 2009
  ident: 140_CR17
  publication-title: Australasian Journal of Educational Technology
  doi: 10.14742/ajet.1148
– volume: 88
  start-page: 215
  year: 2015
  ident: 140_CR18
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2015.05.007
– volume: 47
  start-page: 82
  issue: 6
  year: 2014
  ident: 140_CR70
  publication-title: Computer
  doi: 10.1109/MC.2014.168
– volume: 24
  start-page: 119
  issue: 1
  year: 2016
  ident: 140_CR16
  publication-title: Interactive Learning Environments
  doi: 10.1080/10494820.2013.825809
– volume: 142
  start-page: 103,642
  issue: July
  year: 2019
  ident: 140_CR31
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.103642
– volume: 16
  start-page: 188
  issue: 2
  year: 2013
  ident: 140_CR40
  publication-title: Educational Technology & Society
– volume-title: Personalization in technology enhanced learning: a social software perspective
  year: 2010
  ident: 140_CR11
– volume: 15
  start-page: 251
  issue: 3
  year: 2012
  ident: 140_CR28
  publication-title: Educational Technology & Society
– volume: 16
  start-page: 3
  issue: 2
  year: 2013
  ident: 140_CR45
  publication-title: Educational Technology & Society
– volume-title: Reimagining the role of technology in education: 2017 national education technology plan update
  year: 2017
  ident: 140_CR87
– volume: 55
  start-page: 1185
  year: 2016
  ident: 140_CR84
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2015.02.014
– volume: 24
  start-page: 116
  issue: 2
  year: 2010
  ident: 140_CR19
  publication-title: International Journal of Educational Management
– start-page: 438
  volume-title: International conference on technologies for E-learning and digital entertainment
  year: 2010
  ident: 140_CR32
– volume: 37
  start-page: 879
  issue: 1
  year: 2015
  ident: 140_CR61
  publication-title: Communications of the Association for Information Systems
  doi: 10.17705/1cais.03743
– volume: 16
  start-page: 193
  year: 2006
  ident: 140_CR4
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-004-8320-7
– volume-title: Are students ready for a technology-rich world? What PISA studies tell us
  year: 2006
  ident: 140_CR62
– volume: 116
  start-page: 161
  year: 2018
  ident: 140_CR67
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2017.09.006
– volume: 1
  start-page: 2
  year: 2014
  ident: 140_CR78
  publication-title: Smart Learning Environments
  doi: 10.1186/s40561-014-0002-7
– volume: 17
  start-page: 131
  issue: 9783642382901
  year: 2014
  ident: 140_CR55
  publication-title: Lecture Notes in Educational Technology
  doi: 10.1007/978-3-642-38291-8_8
– ident: 140_CR25
  doi: 10.1007/s10639-020-10182-8
– volume: 4
  start-page: 24
  issue: 4
  year: 2002
  ident: 140_CR71
  publication-title: Interactive Educational Multimedia: IEM
– volume: 60
  start-page: 703
  issue: 4
  year: 2012
  ident: 140_CR39
  publication-title: Educational Technology Research and Development
  doi: 10.1007/s11423-012-9237-6
– volume: 130
  start-page: 168
  year: 2019
  ident: 140_CR2
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2018.11.005
– volume: 44
  start-page: 237
  issue: 3
  year: 2005
  ident: 140_CR14
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2004.01.006
– volume: 6
  start-page: 1269
  issue: 5
  year: 2018
  ident: 140_CR49
  publication-title: Educational Technology Research and Development
  doi: 10.1007/s11423-018-9615-9
– volume: 15
  start-page: 161
  issue: 4
  year: 2014
  ident: 140_CR9
  publication-title: International Review of Research in Open and Distance Learning
– volume: 34
  start-page: 350
  issue: 4
  year: 2018
  ident: 140_CR43
  publication-title: Journal of Computer Assisted Learning
  doi: 10.1111/jcal.12262
– volume: 16
  start-page: 185
  issue: 4
  year: 2013
  ident: 140_CR90
  publication-title: Educational Technology & Society
– ident: 140_CR60
  doi: 10.1007/s10639-020-10133-3
– volume-title: Experience and education (60th anniversary edn.)
  year: 1998
  ident: 140_CR21
– ident: 140_CR52
  doi: 10.2307/jeductechsoci.14.1.107
– volume: 47
  start-page: 893
  issue: 5
  year: 2016
  ident: 140_CR29
  publication-title: British Journal of Educational Technology
  doi: 10.1111/bjet.12285
– volume: 17
  start-page: 1
  issue: 1
  year: 2016
  ident: 140_CR37
  publication-title: International Review of Research in Open and Distance Learning
  doi: 10.19173/irrodl.v17i1.2168
– volume: 58
  start-page: 209
  issue: 1
  year: 2012
  ident: 140_CR53
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2011.08.018
– volume-title: Human learning
  year: 2011
  ident: 140_CR63
– volume: 147
  start-page: 103777
  issue: November 2019
  year: 2020
  ident: 140_CR58
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.103777
– volume-title: Transforming American education: Learning powered by technology
  year: 2010
  ident: 140_CR86
– volume: 60
  start-page: 561
  issue: 4
  year: 2012
  ident: 140_CR44
  publication-title: Educational Technology Research and Development
  doi: 10.1007/s11423-012-9248-3
– volume: 17
  start-page: 49
  issue: 4
  year: 2014
  ident: 140_CR64
  publication-title: Educational Technology & Society
– volume-title: The school and society
  year: 1915
  ident: 140_CR20
– volume: 33
  start-page: 1
  issue: 1
  year: 2017
  ident: 140_CR75
  publication-title: Journal of Computer Assisted Learning
  doi: 10.1111/jcal.12172
– volume: 31
  start-page: 345
  issue: 4
  year: 2015
  ident: 140_CR36
  publication-title: Journal of Computer Assisted Learning
  doi: 10.1111/jcal.12099
– volume: 1
  start-page: 21
  issue: 1
  year: 2018
  ident: 140_CR80
  publication-title: International Journal of Smart Technology & Learning
  doi: 10.1504/IJSMARTTL.2016.078163
– volume: 34
  start-page: S2
  issue: 9
  year: 2014
  ident: 140_CR10
  publication-title: Education Week
– start-page: 21
  volume-title: Schooling for tomorrow: personalising education
  year: 2006
  ident: 140_CR57
  doi: 10.1787/9789264036604-2-en
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Snippet Learning is a natural human activity that is shaped by personal experiences, cognitive awareness, personal bias, opinions, cultural background, and...
Abstract Learning is a natural human activity that is shaped by personal experiences, cognitive awareness, personal bias, opinions, cultural background, and...
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SubjectTerms Adaptive learning
Computers and Education
Cultural Background
Customization
Education
Individual Needs
Intelligent tutoring systems
Learning
Learning analytics
Literature reviews
Meta Analysis
Personalized adaptive learning
Personalized learning
Review
Skills
Technology Integration
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Title A systematic literature review of personalized learning terms
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