An artificial intelligence based model for evaluation of college students’ ability and characteristics through teaching evaluation

The teaching quality is the core of sustainable development in colleges and universities. The constructing scientific and reasonable teaching quality evaluation system is the key of teaching quality evaluation. This paper takes the quality of graduates as the core content, establishes a results-orie...

Full description

Saved in:
Bibliographic Details
Published inJournal of intelligent & fuzzy systems Vol. 40; no. 2; pp. 3397 - 3407
Main Authors Li, Bin, Fei, Yanying, Liu, Hui
Format Journal Article
LanguageEnglish
Published Amsterdam IOS Press BV 01.01.2021
Subjects
Artificial intelligence
Colleges & universities
Quality assessment
Quality of education
Sustainable development
Teacher evaluations
Online AccessGet full text

Cover

Abstract The teaching quality is the core of sustainable development in colleges and universities. The constructing scientific and reasonable teaching quality evaluation system is the key of teaching quality evaluation. This paper takes the quality of graduates as the core content, establishes a results-oriented teaching quality evaluation system in colleges and universities, and finds that the academic level of graduates and the level of competition in career selection are two quantitative dimensions reflecting the quality of graduates. Based on this, this paper establishes the evaluation model of the developmental potential index and gives the reference of the norm of teaching effect evaluation for self-evaluation. Finally, this paper discusses the components of graduate quality and the way to construct the evaluation system.
AbstractList The teaching quality is the core of sustainable development in colleges and universities. The constructing scientific and reasonable teaching quality evaluation system is the key of teaching quality evaluation. This paper takes the quality of graduates as the core content, establishes a results-oriented teaching quality evaluation system in colleges and universities, and finds that the academic level of graduates and the level of competition in career selection are two quantitative dimensions reflecting the quality of graduates. Based on this, this paper establishes the evaluation model of the developmental potential index and gives the reference of the norm of teaching effect evaluation for self-evaluation. Finally, this paper discusses the components of graduate quality and the way to construct the evaluation system.
Author Li, Bin
Fei, Yanying
Liu, Hui
Author_xml – sequence: 1
  givenname: Bin
  surname: Li
  fullname: Li, Bin
  organization: School of Marxism, Dalian University of Technology, Dalian, Liaoning Province, China, School of Marxism, Dalian Medical University, Dalian, Liaoning Province, China
– sequence: 2
  givenname: Yanying
  surname: Fei
  fullname: Fei, Yanying
  organization: Faculty of Humanities and Social Sciences, Dalian University of Technology, Dalian, Liaoning Province, China
– sequence: 3
  givenname: Hui
  surname: Liu
  fullname: Liu, Hui
  organization: College of Medical Laboratory, Dalian Medical University, Dalian, Liaoning Province, China
BookMark eNpNkDFOwzAYhS1UJFpg4gKWGFHAjhPHHquKQlElBrpH7h8nceXaxXaQujFwCa7HSWhVBqb3hqfvSd8EjZx3GqEbSu5ZztjDy2L-llEhWSXO0JiKqsyE5NXo0AkvMpoX_AJNYtwQQqsyJ2P0NXVYhWRaA0ZZbFzS1ppOO9B4raJu8NY32uLWB6w_lB1UMt5h32Lw1upO45iGRrsUfz6_sVoba9IeK9dg6FVQkHQwMRmIOPXBD12Pk1bQG9f9w12h81bZqK__8hKt5o-r2XO2fH1azKbLDHJOUwYNp1RwwYhqG0UaYJTLogKAsmJAlch5Tlop86oCSSQXtBTrEgQIrpnk7BLdnrC74N8HHVO98UNwh8c6L0RJiCyZPKzuTisIPsag23oXzFaFfU1JfbRcHy3XJ8vsF-tmdGI
CitedBy_id crossref_primary_10_3389_fpsyg_2022_976310
crossref_primary_10_1002_sd_2638
crossref_primary_10_4018_IJWLTT_337604
crossref_primary_10_2478_amns_2024_0910
crossref_primary_10_3389_fpsyg_2022_975359
Cites_doi 10.1166/jctn.2018.7537
10.1007/s00521-018-3466-5
10.14352/jkaie.2020.24.1.59
10.1177/0027432114536736
10.1007/s10462-019-09686-8
10.1016/j.comcom.2019.11.022
10.3402/edui.v6.27850
10.36261/ijdeel.v5i2.1057
10.1109/ACCESS.2018.2883957
ContentType Journal Article
Copyright Copyright IOS Press BV 2021
Copyright_xml – notice: Copyright IOS Press BV 2021
DBID AAYXX
CITATION
7SC
8FD
JQ2
L7M
L~C
L~D
DOI 10.3233/JIFS-189378
DatabaseName CrossRef
Computer and Information Systems Abstracts
Technology Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Computer and Information Systems Abstracts
Technology Research Database
Computer and Information Systems Abstracts – Academic
Advanced Technologies Database with Aerospace
ProQuest Computer Science Collection
Computer and Information Systems Abstracts Professional
DatabaseTitleList Computer and Information Systems Abstracts
CrossRef
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1875-8967
Editor Saravanan, Vijayalakshmi
Editor_xml – sequence: 1
  givenname: Vijayalakshmi
  surname: Saravanan
  fullname: Saravanan, Vijayalakshmi
EndPage 3407
ExternalDocumentID 10_3233_JIFS_189378
GroupedDBID .4S
.DC
0R~
4.4
5GY
8VB
AAYXX
ABCQX
ABDBF
ABJNI
ACGFS
ACPQW
ADZMO
AEMOZ
AENEX
AFRHK
AKVCP
ALMA_UNASSIGNED_HOLDINGS
ARCSS
ASPBG
AVWKF
CITATION
DU5
EAD
EAP
EBA
EBR
EBS
EBU
EDO
EMK
EPL
EST
ESX
HZ~
I-F
IOS
K1G
L7B
MET
MIO
MK~
MV1
NGNOM
O9-
P2P
QWB
TH9
TUS
ZL0
7SC
8FD
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c261t-cd61186830afda0dc316947ccc573c1a82620f99277c90968158b5c8c86e3963
ISSN 1064-1246
IngestDate Thu Oct 10 16:36:55 EDT 2024
Fri Aug 23 02:53:47 EDT 2024
IsPeerReviewed true
IsScholarly true
Issue 2
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c261t-cd61186830afda0dc316947ccc573c1a82620f99277c90968158b5c8c86e3963
PQID 2485009539
PQPubID 2046407
PageCount 11
ParticipantIDs proquest_journals_2485009539
crossref_primary_10_3233_JIFS_189378
PublicationCentury 2000
PublicationDate 2021-01-01
PublicationDateYYYYMMDD 2021-01-01
PublicationDate_xml – month: 01
  year: 2021
  text: 2021-01-01
  day: 01
PublicationDecade 2020
PublicationPlace Amsterdam
PublicationPlace_xml – name: Amsterdam
PublicationTitle Journal of intelligent & fuzzy systems
PublicationYear 2021
Publisher IOS Press BV
Publisher_xml – name: IOS Press BV
References 10.3233/JIFS-189378_ref6
10.3233/JIFS-189378_ref7
Jiang (10.3233/JIFS-189378_ref14) 2020; 18
Shin (10.3233/JIFS-189378_ref23) 2020; 24
Jaliaawala (10.3233/JIFS-189378_ref13) 2020; 53
Lokesh (10.3233/JIFS-189378_ref21); 31
10.3233/JIFS-189378_ref12
Hussain (10.3233/JIFS-189378_ref11) 2020; 5
10.3233/JIFS-189378_ref17
Anbarasan (10.3233/JIFS-189378_ref15) 2020; 150
Guo (10.3233/JIFS-189378_ref10) 2013; 46
Lokesh (10.3233/JIFS-189378_ref20); 31
10.3233/JIFS-189378_ref2
Mohamed Shakeel (10.3233/JIFS-189378_ref18); 7
Prathik (10.3233/JIFS-189378_ref19) 2018; 15
10.3233/JIFS-189378_ref3
Shin (10.3233/JIFS-189378_ref24) 2020; 39
References_xml – volume: 39
  start-page: 117
  issue: 1
  year: 2020
  ident: 10.3233/JIFS-189378_ref24
  article-title: A study on the application of artificial intelligence in elementary science education[J]
  publication-title: Journal of Korean Elementary Science Education
  contributor:
    fullname: Shin
– volume: 46
  start-page: 21
  issue: 1
  year: 2013
  ident: 10.3233/JIFS-189378_ref10
  article-title: The idea and practice of school-based evaluation
  publication-title: Journal of Taiwan Normal University
  contributor:
    fullname: Guo
– volume: 15
  start-page: 2769
  issue: 9-10
  year: 2018
  ident: 10.3233/JIFS-189378_ref19
  article-title: Survey on Spatial Data Mining, Challenges and Its Applications [J]
  publication-title: Journal of Computational and Theoretical Nanoscience
  doi: 10.1166/jctn.2018.7537
  contributor:
    fullname: Prathik
– volume: 31
  start-page: 1521
  issue: 5
  ident: 10.3233/JIFS-189378_ref21
  article-title: An automatic tamil speech recognition system by using bidirectional recurrent neural network with self-organizing map [J]
  publication-title: Neural Computing and Applications
  doi: 10.1007/s00521-018-3466-5
  contributor:
    fullname: Lokesh
– volume: 24
  start-page: 59
  issue: 1
  year: 2020
  ident: 10.3233/JIFS-189378_ref23
  article-title: Designing the Framework of Evaluation on Learner’s Cognitive Skill for Artificial Intelligence Education through Computational Thinking[J]
  publication-title: Journal of The Korean Association of Information Education
  doi: 10.14352/jkaie.2020.24.1.59
  contributor:
    fullname: Shin
– ident: 10.3233/JIFS-189378_ref17
  doi: 10.1177/0027432114536736
– volume: 53
  start-page: 1039
  issue: 2
  year: 2020
  ident: 10.3233/JIFS-189378_ref13
  article-title: Can autism be catered with artificial intelligence-assisted intervention technology? A comprehensive survey[J]
  publication-title: Artificial Intelligence Review
  doi: 10.1007/s10462-019-09686-8
  contributor:
    fullname: Jaliaawala
– ident: 10.3233/JIFS-189378_ref6
– volume: 150
  start-page: 150
  year: 2020
  ident: 10.3233/JIFS-189378_ref15
  article-title: Jackson Samuel and A. Antony Dasel, Detection of flood disaster system based on IoT, big data and convolutional deep neural network [J]
  publication-title: Computer Communications
  doi: 10.1016/j.comcom.2019.11.022
  contributor:
    fullname: Anbarasan
– ident: 10.3233/JIFS-189378_ref2
– ident: 10.3233/JIFS-189378_ref3
– ident: 10.3233/JIFS-189378_ref7
  doi: 10.3402/edui.v6.27850
– volume: 31
  start-page: 1521
  issue: 5
  ident: 10.3233/JIFS-189378_ref20
  article-title: An automatic tamil speech recognition system by using bidirectional recurrent neural network with self-organizing map [J]
  publication-title: Neural Computing and Applications
  doi: 10.1007/s00521-018-3466-5
  contributor:
    fullname: Lokesh
– volume: 5
  start-page: 158
  issue: 2
  year: 2020
  ident: 10.3233/JIFS-189378_ref11
  article-title: Attitude of University Students and Teachers towards Instructional Role of Artificial Intelligence[J]
  publication-title: International Journal of Distance Education and E-Learning
  doi: 10.36261/ijdeel.v5i2.1057
  contributor:
    fullname: Hussain
– ident: 10.3233/JIFS-189378_ref12
– volume: 7
  start-page: 5577
  ident: 10.3233/JIFS-189378_ref18
  article-title: Neural network based brain tumor detection using wireless infrared imaging sensor [J]
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2018.2883957
  contributor:
    fullname: Mohamed Shakeel
– volume: 18
  start-page: 45
  issue: 1
  year: 2020
  ident: 10.3233/JIFS-189378_ref14
  article-title: The Reform of Cultivation Mode of Chinese University English Translation Talents in the Age of Artificial Intelligence[J]
  publication-title: Higher Education of Social Science
  contributor:
    fullname: Jiang
SSID ssj0017520
Score 2.362492
Snippet The teaching quality is the core of sustainable development in colleges and universities. The constructing scientific and reasonable teaching quality...
SourceID proquest
crossref
SourceType Aggregation Database
StartPage 3397
SubjectTerms Artificial intelligence
Colleges & universities
Quality assessment
Quality of education
Sustainable development
Teacher evaluations
Title An artificial intelligence based model for evaluation of college students’ ability and characteristics through teaching evaluation
URI https://www.proquest.com/docview/2485009539
Volume 40
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Nb9QwELWWcoFDVb5ES1v50BsyJJkkjo_bqqtSARe2UjlFXieR9pIiNjmwJw78CSR-Hb-E8VfiRkUqXKKVtfbuZt7Om3HGbwg54RLtClnDlIiBpUpWTDZKMp6lALWUAOZ49IeP-cVVenmdXc9mv4Kqpb5bvVHbO8-V_I9VcQztqk_J_oNlh0VxAF-jffGKFsbrvWw8b7VG0dqJQKxDdU3NTpXtczNR9baF5Ha7YGOVLTe-5EG8trLdVpRJTcScfU-fzldgjov-JcYdv1JnMNb02-03px49BPPvTUHB6XqA6aI2I5_RT3liNW_rDU_263CnIomDnQrrXDH8YRhPOOlrO4b5EiuEbcnhPbIVcHLISwL3CmCLeR1VQ2o75k5pABK9Tb24fLf4xGIdkBUj2_kn_BMSHEoTMSnS00s9ubSTH5CHCbox7T_PT6-GZ1Q8S6zWhftV9vSnnvw2-OTb8c5tujcxzHKP7DrD0LlF0hMyq9un5HEgSfmM_Ji3dMQUDTFFDaaowRRFTNHR_PSmoQ5T1GPq9_ef1KGJIproBE3UoYl6NAXLPSfLxfny7IK5Th1MYQbeMVXlse67AJFsKhlVCuJcpFwplXFQsSx024NGiIRzJTBpLuKsWGWqUEVeA1LAC7LT3rT1S0IrJBEpc46JQ5rKKpI1B6iaqFlFqSwE3ycn_naWX6weS3mHyfbJob_VpfvDbkqt3qdTChAH91vlFXk04viQ7HRf-_oIY9BudWyg8AeXuIv5
link.rule.ids 315,783,787,27936,27937
linkProvider EBSCOhost
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=An+artificial+intelligence+based+model+for+evaluation+of+college+students%E2%80%99+ability+and+characteristics+through+teaching+evaluation&rft.jtitle=Journal+of+intelligent+%26+fuzzy+systems&rft.au=Li%2C+Bin&rft.au=Fei%2C+Yanying&rft.au=Liu%2C+Hui&rft.date=2021-01-01&rft.issn=1064-1246&rft.eissn=1875-8967&rft.volume=40&rft.issue=2&rft.spage=3397&rft.epage=3407&rft_id=info:doi/10.3233%2FJIFS-189378&rft.externalDBID=n%2Fa&rft.externalDocID=10_3233_JIFS_189378
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1064-1246&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1064-1246&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1064-1246&client=summon