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Volumn 42, Issue 21, 2015, Pages 7399-7423

Fuzzy cognitive mapping of LMS users' Quality of Interaction within higher education blended-learning environment

Author keywords

Blended learning; FCM Viewer application; Fuzzy Cognitive Maps (FCMs); Moodle Learning Management System; Quality of Interaction (QoI)

Indexed keywords

ARTIFICIAL INTELLIGENCE; DECISION MAKING; EDUCATION; EDUCATION COMPUTING; FUZZY LOGIC; FUZZY RULES; FUZZY SYSTEMS; LARGE SCALE SYSTEMS; ONLINE SYSTEMS; TEACHING;

EID: 84934962827     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2015.05.048     Document Type: Article
Times cited : (56)

References (63)
  • 1
    • 79952626129 scopus 로고    scopus 로고
    • Distributing emotional services in ambient intelligence through cognitive agents
    • G. Acampora, V. Loia, and A. Vitiello Distributing emotional services in ambient intelligence through cognitive agents Service Oriented Computing and Applications 5 1 2011 17 35
    • (2011) Service Oriented Computing and Applications , vol.5 , Issue.1 , pp. 17-35
    • Acampora, G.1    Loia, V.2    Vitiello, A.3
  • 2
    • 84934968228 scopus 로고    scopus 로고
    • A study on symptoms of stress on college students using combined disjoint block fuzzy cognitive maps (CDBFCM)
    • G. Anusha, and P.V. Ramana A study on symptoms of stress on college students using combined disjoint block fuzzy cognitive maps (CDBFCM) International Journal of Applied Mathematics and Mechanics 2 3 2015 177 182
    • (2015) International Journal of Applied Mathematics and Mechanics , vol.2 , Issue.3 , pp. 177-182
    • Anusha, G.1    Ramana, P.V.2
  • 3
    • 84925290483 scopus 로고    scopus 로고
    • Assessment of learning in environments interactive through fuzzy cognitive maps
    • H.B. Barón, R.G. Crespo, J.P. Espada, and O.S. Martínez Assessment of learning in environments interactive through fuzzy cognitive maps Soft Computing 2014 10.1007/s00500-014-1313-x
    • (2014) Soft Computing
    • Barón, H.B.1    Crespo, R.G.2    Espada, J.P.3    Martínez, O.S.4
  • 5
    • 84922724220 scopus 로고    scopus 로고
    • Development of a novel multiple-attribute decision making model via fuzzy cognitive maps and hierarchical fuzzy TOPSIS
    • A. Baykasoʇlu, and ̄. Gölcük Development of a novel multiple-attribute decision making model via fuzzy cognitive maps and hierarchical fuzzy TOPSIS Information Sciences 301 2015 75 98
    • (2015) Information Sciences , vol.301 , pp. 75-98
    • Baykasoʇlu, A.1    Gölcük, I.2
  • 6
    • 84900557619 scopus 로고    scopus 로고
    • Time dependent fuzzy cognitive maps for medical diagnosis
    • A. Likas, K. Blekas, D. Kalles, Lecture notes in computer science Springer International Publishing Switzerland
    • E. Bourgani, C.D. Stylios, G. Manis, and V.C. Georgopoulos Time dependent fuzzy cognitive maps for medical diagnosis A. Likas, K. Blekas, D. Kalles, Artificial Intelligence. Methods and Applications Lecture notes in computer science Vol. 8445 2014 Springer International Publishing Switzerland 544 554
    • (2014) Artificial Intelligence. Methods and Applications , vol.8445 , pp. 544-554
    • Bourgani, E.1    Stylios, C.D.2    Manis, G.3    Georgopoulos, V.C.4
  • 7
    • 58349115624 scopus 로고    scopus 로고
    • Benchmarking main activation functions in fuzzy cognitive maps
    • S. Bueno, and J.L. Salmeron Benchmarking main activation functions in fuzzy cognitive maps Expert Systems with Applications 36 2009 5221 5229
    • (2009) Expert Systems with Applications , vol.36 , pp. 5221-5229
    • Bueno, S.1    Salmeron, J.L.2
  • 10
    • 84872157071 scopus 로고    scopus 로고
    • On the semantics and the use of fuzzy cognitive maps and dynamic cognitive maps in social sciences
    • J.P. Carvalho On the semantics and the use of fuzzy cognitive maps and dynamic cognitive maps in social sciences Fuzzy Sets and Systems 214 2013 6 19
    • (2013) Fuzzy Sets and Systems , vol.214 , pp. 6-19
    • Carvalho, J.P.1
  • 11
    • 84876532136 scopus 로고    scopus 로고
    • A knowledge representation approach using fuzzy cognitive maps for better navigation support in an adaptive learning system
    • K. Chrysafiadi, and M. Virvou A knowledge representation approach using fuzzy cognitive maps for better navigation support in an adaptive learning system SpringerPlus 2 1 2013 1 13
    • (2013) SpringerPlus , vol.2 , Issue.1 , pp. 1-13
    • Chrysafiadi, K.1    Virvou, M.2
  • 13
    • 84880914518 scopus 로고    scopus 로고
    • FuzzyQoI model: A fuzzy logic-based modelling of users' quality of interaction with a learning management system under blended learning
    • S.B. Dias, and J.A. Diniz FuzzyQoI model: A fuzzy logic-based modelling of users' quality of interaction with a learning management system under blended learning Computers & Education 69 2013 38 59
    • (2013) Computers & Education , vol.69 , pp. 38-59
    • Dias, S.B.1    Diniz, J.A.2
  • 14
    • 84903130404 scopus 로고    scopus 로고
    • Exploring B-learning scenarios using fuzzy logic-based modeling of users' LMS quality of interaction in ergonomics and psychomotor rehabilitation academic courses
    • S.B. Dias, J.A. Diniz, and L.J. Hadjileontiadis Exploring B-learning scenarios using fuzzy logic-based modeling of users' LMS quality of interaction in ergonomics and psychomotor rehabilitation academic courses Lecture notes in computer science Vol. 8512 2014 233 243
    • (2014) Lecture Notes in Computer Science , vol.8512 , pp. 233-243
    • Dias, S.B.1    Diniz, J.A.2    Hadjileontiadis, L.J.3
  • 15
    • 84884898111 scopus 로고    scopus 로고
    • Towards an intelligent learning management system under blended learning: Trends, profiles and modelling perspectives
    • J. Kacprzyk, L.C. Jain, Springer-Verlag Berlin/Heidelberg 978-3-319-02077-8
    • S.B. Dias, J.A. Diniz, and L.J. Hadjileontiadis Towards an intelligent learning management system under blended learning: trends, profiles and modelling perspectives J. Kacprzyk, L.C. Jain, Intelligent systems reference library Vol. 59 2014 Springer-Verlag Berlin/Heidelberg 978-3-319-02077-8
    • (2014) Intelligent Systems Reference Library , vol.59
    • Dias, S.B.1    Diniz, J.A.2    Hadjileontiadis, L.J.3
  • 20
    • 84866059002 scopus 로고    scopus 로고
    • Fuzzy cognitive strategic maps in business process performance measurement
    • M. Glykas Fuzzy cognitive strategic maps in business process performance measurement Expert Systems with Applications 40 1 2013 1 14
    • (2013) Expert Systems with Applications , vol.40 , Issue.1 , pp. 1-14
    • Glykas, M.1
  • 22
    • 49449094461 scopus 로고    scopus 로고
    • Fuzzy cognitive map modelling educational software adoption
    • S. Hossain, and L. Brooks Fuzzy cognitive map modelling educational software adoption Computers & Education 51 4 2008 1569 1588
    • (2008) Computers & Education , vol.51 , Issue.4 , pp. 1569-1588
    • Hossain, S.1    Brooks, L.2
  • 23
    • 84885185063 scopus 로고    scopus 로고
    • Visualising a knowledge mapping of information systems investment evaluation
    • Z. Irani, A. Sharif, M.M. Kamal, and P.E. Love Visualising a knowledge mapping of information systems investment evaluation Expert Systems with Applications 41 1 2014 105 125
    • (2014) Expert Systems with Applications , vol.41 , Issue.1 , pp. 105-125
    • Irani, Z.1    Sharif, A.2    Kamal, M.M.3    Love, P.E.4
  • 26
    • 0003378505 scopus 로고
    • Fuzzy associative memory systems
    • A. Kandel, CRC Press Boca Raton, FL
    • B. Kosko Fuzzy associative memory systems A. Kandel, Fuzzy expert systems 1992 CRC Press Boca Raton, FL 135 162
    • (1992) Fuzzy Expert Systems , pp. 135-162
    • Kosko, B.1
  • 29
    • 78650177737 scopus 로고    scopus 로고
    • Blended learning in higher education: Students' perceptions and their relation to outcomes
    • M. López-Pérez, M.C. Pérez-López, and L. Rodríguez-Ariza Blended learning in higher education: Students' perceptions and their relation to outcomes Computers & Education 56 3 2011 818 826
    • (2011) Computers & Education , vol.56 , Issue.3 , pp. 818-826
    • López-Pérez, M.1    Pérez-López, M.C.2    Rodríguez-Ariza, L.3
  • 31
    • 77953543499 scopus 로고    scopus 로고
    • Learning outcomes and students' perceptions of online writing: Simultaneous implementation of a forum, blog, and wiki in an EFL blended learning setting
    • T. Miyazoe, and T. Anderson Learning outcomes and students' perceptions of online writing: Simultaneous implementation of a forum, blog, and wiki in an EFL blended learning setting System 38 2 2010 185 199
    • (2010) System , vol.38 , Issue.2 , pp. 185-199
    • Miyazoe, T.1    Anderson, T.2
  • 36
    • 77957924556 scopus 로고    scopus 로고
    • A new methodology for decisions in medical informatics using fuzzy cognitive maps based on fuzzy rule-extraction techniques
    • E.I. Papageorgiou A new methodology for decisions in medical informatics using fuzzy cognitive maps based on fuzzy rule-extraction techniques Applied Soft Computing 11 1 2011 500 513
    • (2011) Applied Soft Computing , vol.11 , Issue.1 , pp. 500-513
    • Papageorgiou, E.I.1
  • 39
    • 84861716795 scopus 로고    scopus 로고
    • Bagged nonlinear hebbian learning algorithm for fuzzy cognitive maps working on classification tasks
    • I. Maglogiannis, V. Plagianakos, I. Vlahavas, Lecture notes in computer science Springer Berlin Heidelberg
    • E.I. Papageorgiou, P. Oikonomou, and A. Kannappan Bagged nonlinear hebbian learning algorithm for fuzzy cognitive maps working on classification tasks I. Maglogiannis, V. Plagianakos, I. Vlahavas, Artificial intelligence. theories and applications Lecture notes in computer science Vol. 7297 2012 Springer Berlin Heidelberg 157 164
    • (2012) Artificial Intelligence. Theories and Applications , vol.7297 , pp. 157-164
    • Papageorgiou, E.I.1    Oikonomou, P.2    Kannappan, A.3
  • 40
    • 84873393740 scopus 로고    scopus 로고
    • A review of fuzzy cognitive maps research during the last decade
    • E.I. Papageorgiou, and J.L. Salmeron A review of fuzzy cognitive maps research during the last decade IEEE Transactions on Fuzzy Systems 21 1 2013 66 79
    • (2013) IEEE Transactions on Fuzzy Systems , vol.21 , Issue.1 , pp. 66-79
    • Papageorgiou, E.I.1    Salmeron, J.L.2
  • 41
    • 7444232251 scopus 로고    scopus 로고
    • Fuzzy cognitive map learning based on nonlinear Hebbian rule
    • T.D. Gedeon, L.C. Fung, Springer Heidelberg
    • E.I. Papageorgiou, C. Stylios, and P. Groumpos Fuzzy cognitive map learning based on nonlinear Hebbian rule T.D. Gedeon, L.C. Fung, AI 2003: Advances in artificial intelligence Vol. 2903 2003 Springer Heidelberg 256 268
    • (2003) AI 2003: Advances in Artificial Intelligence , vol.2903 , pp. 256-268
    • Papageorgiou, E.I.1    Stylios, C.2    Groumpos, P.3
  • 42
    • 79960333717 scopus 로고    scopus 로고
    • Fuzzy cognitive maps
    • W. Pedrycz, A. Skowron, V. Kreinovich, John Wiley & Son Ltd, Publication Atrium Chichester, England
    • E.I. Papageorgiou, and C.D. Stylios Fuzzy cognitive maps W. Pedrycz, A. Skowron, V. Kreinovich, Handbook of granular computing 2008 John Wiley & Son Ltd, Publication Atrium Chichester, England 755 774
    • (2008) Handbook of Granular Computing , pp. 755-774
    • Papageorgiou, E.I.1    Stylios, C.D.2
  • 43
    • 1142273251 scopus 로고    scopus 로고
    • Interaction in distance education: The critical conversation
    • A. Parker Interaction in distance education: The critical conversation AACE Journal 1 12 1999 13 17
    • (1999) AACE Journal , vol.1 , Issue.12 , pp. 13-17
    • Parker, A.1
  • 44
    • 79957587430 scopus 로고    scopus 로고
    • The design of cognitive maps: A study in synergy of granular computing and evolutionary optimization
    • W. Pedrycz The design of cognitive maps: A study in synergy of granular computing and evolutionary optimization Expert Systems with Applications 37 10 2010 7288 7294
    • (2010) Expert Systems with Applications , vol.37 , Issue.10 , pp. 7288-7294
    • Pedrycz, W.1
  • 45
    • 39649094936 scopus 로고    scopus 로고
    • Ontology agent based rule base fuzzy cognitive maps
    • N.T. Nguyen, A.G. Adam, R.J. Howlett, L.C. Jain, Lecture notes in computer science Springer Berlin Heidelberg
    • A. Peña, H. Sossa, and F. Gutierrez Ontology agent based rule base fuzzy cognitive maps N.T. Nguyen, A.G. Adam, R.J. Howlett, L.C. Jain, Agent and multi-agent systems: Technologies and applications Lecture notes in computer science Vol. 4496 2007 Springer Berlin Heidelberg 328 337
    • (2007) Agent and Multi-agent Systems: Technologies and Applications , vol.4496 , pp. 328-337
    • Peña, A.1    Sossa, H.2    Gutierrez, F.3
  • 46
    • 84927551169 scopus 로고    scopus 로고
    • Decision making by rule-based fuzzy cognitive maps: An approach to implement student-centered education
    • E.I. Papageorgiou, Intelligent systems reference library Springer Berlin Heidelberg
    • A. Peña-Ayala, and J.H. Sossa-Azuela Decision making by rule-based fuzzy cognitive maps: an approach to implement student-centered education E.I. Papageorgiou, Fuzzy cognitive maps for applied sciences and engineering Intelligent systems reference library Vol. 54 2014 Springer Berlin Heidelberg 107 120
    • (2014) Fuzzy Cognitive Maps for Applied Sciences and Engineering , vol.54 , pp. 107-120
    • Peña-Ayala, A.1    Sossa-Azuela, J.H.2
  • 47
    • 84880898450 scopus 로고    scopus 로고
    • Students' interaction in the online learning management systems: A comparative study of undergraduate and postgraduate courses
    • Hanoi, Vietnam
    • Ping, T. A., Cheng., A. Y., & Manoharan, K. (2010). Students' interaction in the online learning management systems: A comparative study of undergraduate and postgraduate courses. In Proceedings of the AAOU-2010 annual conference (1-14), Hanoi, Vietnam.
    • (2010) Proceedings of the AAOU-2010 Annual Conference , pp. 1-14
    • Ping, T.A.1    Cheng, A.Y.2    Manoharan, K.3
  • 49
    • 67349286510 scopus 로고    scopus 로고
    • Augmented fuzzy cognitive maps for modelling LMS critical success factors
    • J.L. Salmeron Augmented fuzzy cognitive maps for modelling LMS critical success factors Knowledge-Based Systems 22 4 2009 275 278
    • (2009) Knowledge-Based Systems , vol.22 , Issue.4 , pp. 275-278
    • Salmeron, J.L.1
  • 50
    • 33744980203 scopus 로고    scopus 로고
    • Exploring fuzzy cognitive mapping for is evaluation
    • A.M. Sharif, and Z. Irani Exploring fuzzy cognitive mapping for IS evaluation European Journal of Operational Research 173 3 2006 1175 1187
    • (2006) European Journal of Operational Research , vol.173 , Issue.3 , pp. 1175-1187
    • Sharif, A.M.1    Irani, Z.2
  • 51
    • 77950645780 scopus 로고    scopus 로고
    • Implementation of fuzzy cognitive maps based on fuzzy neural network and application in prediction of time series
    • H. Song, C. Miao, W. Roel, Z. Shen, and F. Catthoor Implementation of fuzzy cognitive maps based on fuzzy neural network and application in prediction of time series IEEE Transactions on Fuzzy Systems 18 2 2010 233 250
    • (2010) IEEE Transactions on Fuzzy Systems , vol.18 , Issue.2 , pp. 233-250
    • Song, H.1    Miao, C.2    Roel, W.3    Shen, Z.4    Catthoor, F.5
  • 53
    • 84863520106 scopus 로고    scopus 로고
    • Multi-agent systems in distributed computation
    • G. Jezic, M. Kusek, N.-T. Nguyen, R.J. Howlett, Lakhmi C. Jain, Lecture notes in computer science Springer Berlin Heidelberg
    • M. Štula, D. Stipaničev, and L. Šerić Multi-agent systems in distributed computation G. Jezic, M. Kusek, N.-T. Nguyen, R.J. Howlett, Lakhmi C. Jain, Agent and multi-agent systems. Technologies and applications Lecture notes in computer science Vol. 7327 2012 Springer Berlin Heidelberg 629 637
    • (2012) Agent and Multi-agent Systems. Technologies and Applications , vol.7327 , pp. 629-637
    • Štula, M.1    Stipaničev, D.2    Šerić, L.3
  • 55
    • 48749094442 scopus 로고    scopus 로고
    • Comparing the inference capabilities of binary, trivalent and sigmoid fuzzy cognitive maps
    • A.K. Tsadiras Comparing the inference capabilities of binary, trivalent and sigmoid fuzzy cognitive maps Information Science 178 2008 3880 3894
    • (2008) Information Science , vol.178 , pp. 3880-3894
    • Tsadiras, A.K.1
  • 58
    • 73649117138 scopus 로고    scopus 로고
    • Linking stakeholders and modellers in scenario studies: The use of fuzzy cognitive maps as a communication and learning tool
    • M. van Vliet, K. Kok, and T. Veldkamp Linking stakeholders and modellers in scenario studies: The use of fuzzy cognitive maps as a communication and learning tool Futures 42 1 2010 1 14
    • (2010) Futures , vol.42 , Issue.1 , pp. 1-14
    • Van Vliet, M.1    Kok, K.2    Veldkamp, T.3
  • 59
    • 84927521790 scopus 로고    scopus 로고
    • Use and perspectives of fuzzy cognitive maps in robotics
    • E.I. Papageorgiou, Intelligent systems reference library Springer Berlin Heidelberg
    • J. Vaščák, and N.H. Reyes Use and perspectives of fuzzy cognitive maps in robotics Fuzzy cognitive maps for applied sciences and engineering E.I. Papageorgiou, Intelligent systems reference library Vol. 54 2014 Springer Berlin Heidelberg 253 266
    • (2014) Fuzzy Cognitive Maps for Applied Sciences and Engineering , vol.54 , pp. 253-266
    • Vaščák, J.1    Reyes, N.H.2
  • 60
    • 84927560552 scopus 로고    scopus 로고
    • Use and evaluation of FCM as a tool for long term socio ecological research
    • E.I. Papageorgiou, Intelligent systems reference library Springer Berlin Heidelberg
    • M. Wildenberg, M. Bachhofer, K.G. Isak, and F. Skov Use and evaluation of FCM as a tool for long term socio ecological research Fuzzy cognitive maps for applied sciences and engineering E.I. Papageorgiou, Intelligent systems reference library Vol. 54 2014 Springer Berlin Heidelberg 221 236
    • (2014) Fuzzy Cognitive Maps for Applied Sciences and Engineering , vol.54 , pp. 221-236
    • Wildenberg, M.1    Bachhofer, M.2    Isak, K.G.3    Skov, F.4
  • 61
    • 70449115905 scopus 로고    scopus 로고
    • Blended learning positively affects students' satisfaction and the role of the tutor in the problem-based learning process: Results of a mixed-method evaluation
    • V. Woltering, A. Herrler, K. Spitzer, and C. Spreckelsen Blended learning positively affects students' satisfaction and the role of the tutor in the problem-based learning process: results of a mixed-method evaluation Advances in Health Sciences Education 14 5 2009 725 738
    • (2009) Advances in Health Sciences Education , vol.14 , Issue.5 , pp. 725-738
    • Woltering, V.1    Herrler, A.2    Spitzer, K.3    Spreckelsen, C.4
  • 62
    • 84857245949 scopus 로고    scopus 로고
    • Fuzzy cognitive map based student progress indicators
    • H. Leung, E. Popescu, Y. Cao, R.W.H. Lau, W. Nejdl, Lecture notes in computer science Springer Berlin Heidelberg
    • F. Yang, F.W. Li, and R.W. Lau Fuzzy cognitive map based student progress indicators H. Leung, E. Popescu, Y. Cao, R.W.H. Lau, W. Nejdl, Advances in web-based learning (ICWL 2011) Lecture notes in computer science Vol. 7048 2011 Springer Berlin Heidelberg 174 187
    • (2011) Advances in Web-based Learning (ICWL 2011) , vol.7048 , pp. 174-187
    • Yang, F.1    Li, F.W.2    Lau, R.W.3


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