Class information for:
Level 1: STUDENT MODELING//INTELLIGENT TUTORING SYSTEMS//ADAPTIVE HYPERMEDIA

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
6425 1485 30.8 26%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
1 4 ECONOMICS//EDUCATION & EDUCATIONAL RESEARCH//PSYCHOL 3876184
102 3       EDUCATION & EDUCATIONAL RESEARCH//EDUCATION, SCIENTIFIC DISCIPLINES//JOURNAL OF CHEMICAL EDUCATION 73726
1000 2             COMPUTERS & EDUCATION//EDUCATIONAL TECHNOLOGY & SOCIETY//EDUCATION & EDUCATIONAL RESEARCH 10412
6425 1                   STUDENT MODELING//INTELLIGENT TUTORING SYSTEMS//ADAPTIVE HYPERMEDIA 1485

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 STUDENT MODELING authKW 932256 5% 68% 67
2 INTELLIGENT TUTORING SYSTEMS authKW 771708 8% 31% 121
3 ADAPTIVE HYPERMEDIA authKW 522151 3% 63% 40
4 USER MODELING AND USER-ADAPTED INTERACTION journal 396130 5% 27% 72
5 ADAPTIVE EDUCATIONAL HYPERMEDIA authKW 289135 1% 94% 15
6 INTELLIGENT COMP TUTORING GRP address 270087 1% 77% 17
7 LEARNING STYLES authKW 239553 5% 15% 80
8 USER MODELING authKW 190252 4% 16% 59
9 E LEARNING authKW 176914 9% 7% 127
10 LEARNING DIAGNOSIS authKW 146857 1% 71% 10

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Artificial Intelligence 30940 38% 0% 560
2 Education & Educational Research 16694 25% 0% 370
3 Computer Science, Theory & Methods 11438 24% 0% 363
4 Computer Science, Cybernetics 9489 8% 0% 112
5 Computer Science, Interdisciplinary Applications 7688 20% 0% 293
6 Computer Science, Information Systems 5534 16% 0% 241
7 Education, Scientific Disciplines 2178 6% 0% 90
8 Computer Science, Software Engineering 1548 8% 0% 117
9 Operations Research & Management Science 964 6% 0% 92
10 Ergonomics 470 2% 0% 26

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 INTELLIGENT COMP TUTORING GRP 270087 1% 77% 17
2 ARIES 108156 1% 48% 11
3 ISI KNOWLEDGE BASED SYST 61683 0% 100% 3
4 FON 60459 1% 29% 10
5 INFORMAT LEARNING TECHNOL 52238 1% 13% 19
6 FON BUSINESS ADM 47966 0% 33% 7
7 TECH COMP SCI ENGN 46260 0% 75% 3
8 CARNEGIE TECHNOL EDUC 41122 0% 100% 2
9 EDUC LANGUAGE TECHNOL 41122 0% 100% 2
10 INFORMAT PROC MICROPROCESSOR TECHNOL 41122 0% 100% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 USER MODELING AND USER-ADAPTED INTERACTION 396130 5% 27% 72
2 EDUCATIONAL TECHNOLOGY & SOCIETY 105038 5% 6% 80
3 COMPUTERS & EDUCATION 81245 8% 3% 116
4 IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES 74790 2% 12% 31
5 LECTURE NOTES IN COMPUTER SCIENCE 18922 19% 0% 287
6 INTERACTIVE LEARNING ENVIRONMENTS 16643 1% 4% 19
7 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 16374 8% 1% 115
8 EXPERT SYSTEMS WITH APPLICATIONS 13317 6% 1% 83
9 NEW REVIEW OF HYPERMEDIA AND MULTIMEDIA 13201 1% 7% 9
10 IEEE TRANSACTIONS ON EDUCATION 11392 2% 2% 32

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 STUDENT MODELING 932256 5% 68% 67 Search STUDENT+MODELING Search STUDENT+MODELING
2 INTELLIGENT TUTORING SYSTEMS 771708 8% 31% 121 Search INTELLIGENT+TUTORING+SYSTEMS Search INTELLIGENT+TUTORING+SYSTEMS
3 ADAPTIVE HYPERMEDIA 522151 3% 63% 40 Search ADAPTIVE+HYPERMEDIA Search ADAPTIVE+HYPERMEDIA
4 ADAPTIVE EDUCATIONAL HYPERMEDIA 289135 1% 94% 15 Search ADAPTIVE+EDUCATIONAL+HYPERMEDIA Search ADAPTIVE+EDUCATIONAL+HYPERMEDIA
5 LEARNING STYLES 239553 5% 15% 80 Search LEARNING+STYLES Search LEARNING+STYLES
6 USER MODELING 190252 4% 16% 59 Search USER+MODELING Search USER+MODELING
7 E LEARNING 176914 9% 7% 127 Search E+LEARNING Search E+LEARNING
8 LEARNING DIAGNOSIS 146857 1% 71% 10 Search LEARNING+DIAGNOSIS Search LEARNING+DIAGNOSIS
9 ADAPTIVE EDUCATIONAL HYPERMEDIA SYSTEMS 123365 0% 100% 6 Search ADAPTIVE+EDUCATIONAL+HYPERMEDIA+SYSTEMS Search ADAPTIVE+EDUCATIONAL+HYPERMEDIA+SYSTEMS
10 ADAPTIVE NAVIGATION SUPPORT 123365 0% 100% 6 Search ADAPTIVE+NAVIGATION+SUPPORT Search ADAPTIVE+NAVIGATION+SUPPORT

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref. in
cl.		 Shr. of ref. in
cl.		 Citations
1 KARDAN, AA , AZIZ, M , SHAHPASAND, M , (2015) ADAPTIVE SYSTEMS: A CONTENT ANALYSIS ON TECHNICAL SIDE FOR E-LEARNING ENVIRONMENTS.ARTIFICIAL INTELLIGENCE REVIEW. VOL. 44. ISSUE 3. P. 365 -391 125 68% 2
2 AKBULUT, Y , CARDAK, CS , (2012) ADAPTIVE EDUCATIONAL HYPERMEDIA ACCOMMODATING LEARNING STYLES: A CONTENT ANALYSIS OF PUBLICATIONS FROM 2000 TO 2011.COMPUTERS & EDUCATION. VOL. 58. ISSUE 2. P. 835 -842 38 84% 49
3 CHRYSAFIADI, K , VIRVOU, M , (2013) STUDENT MODELING APPROACHES: A LITERATURE REVIEW FOR THE LAST DECADE.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 40. ISSUE 11. P. 4715 -4729 33 72% 31
4 TRUONG, HM , (2016) INTEGRATING LEARNING STYLES AND ADAPTIVE E-LEARNING SYSTEM: CURRENT DEVELOPMENTS, PROBLEMS AND OPPORTUNITIES.COMPUTERS IN HUMAN BEHAVIOR. VOL. 55. ISSUE . P. 1185 -1193 28 72% 2
5 PREMLATHA, KR , GEETHA, TV , (2015) LEARNING CONTENT DESIGN AND LEARNER ADAPTATION FOR ADAPTIVE E-LEARNING ENVIRONMENT: A SURVEY.ARTIFICIAL INTELLIGENCE REVIEW. VOL. 44. ISSUE 4. P. 443 -465 26 81% 0
6 NAKIC, J , GRANIC, A , GLAVINIC, V , (2015) ANATOMY OF STUDENT MODELS IN ADAPTIVE LEARNING SYSTEMS: A SYSTEMATIC LITERATURE REVIEW OF INDIVIDUAL DIFFERENCES FROM 2001 TO 2013.JOURNAL OF EDUCATIONAL COMPUTING RESEARCH. VOL. 51. ISSUE 4. P. 459 -489 37 54% 1
7 SOMYUREK, S , (2015) THE NEW TRENDS IN ADAPTIVE EDUCATIONAL HYPERMEDIA SYSTEMS.INTERNATIONAL REVIEW OF RESEARCH IN OPEN AND DISTRIBUTED LEARNING. VOL. 16. ISSUE 1. P. 221 -241 29 71% 0
8 GRUBISIC, A , STANKOV, S , ZITKO, B , (2015) ADAPTIVE COURSEWARE: A LITERATURE REVIEW.JOURNAL OF UNIVERSAL COMPUTER SCIENCE. VOL. 21. ISSUE 9. P. 1168 -1209 22 88% 0
9 OZYURT, O , OZYURT, H , BAKI, A , (2013) DESIGN AND DEVELOPMENT OF AN INNOVATIVE INDIVIDUALIZED ADAPTIVE AND INTELLIGENT E-LEARNING SYSTEM FOR TEACHING-LEARNING OF PROBABILITY UNIT: DETAILS OF UZWEBMAT.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 40. ISSUE 8. P. 2914-2940 24 77% 13
10 GUYER, T , CEBI, A , (2015) CONTENT ANALYSIS OF STUDIES CONDUCTED ON ADAPTIVE EDUCATIONAL HYPERMEDIA ENVIRONMENTS IN TURKEY.EGITIM VE BILIM-EDUCATION AND SCIENCE. VOL. 40. ISSUE 178. P. 61 -83 20 95% 0

Classes with closest relation at Level 1


Rank Class id link
1 33352 ADAPTIVE ONLINE LEARNING//ADVISER SYSTEMS//BUSINESS PLICAT
2 23711 PERSONAL LEARNING ENVIRONMENTS//LEARNING DESIGN//IMS LEARNING DESIGN
3 30908 PROGRAMMING ASSESSMENT//ONLINE JUDGE//PROGRAMMING ASSIGNMENTS
4 34484 WEB ACCELERATION//FACILITY SITE SELECTION//STUDENTS LEARNING ACHIEVEMENT EVALUATION
5 9620 MOBILE LEARNING//UBIQUITOUS LEARNING//M LEARNING
6 33960 LEARNING ANALYTICS//SEAL IDENTIFICATION//WHOLE PERSON LEARNING
7 23493 OPEN EDUCATIONAL RESOURCES//OPEN TEXTBOOKS//LEARNING OBJECTS
8 18046 LEARNING STYLES//KOLB LEARNING STYLE INVENTORY//LEARNING STYLE INVENTORY
9 32999 ACTIONCENTERS//ARTIFICIAL INTELLIGENT PLICAT//ARTIUM
10 1316 RECOMMENDER SYSTEMS//COLLABORATIVE FILTERING//RECOMMENDATION SYSTEM

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