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Volumn 10, Issue 1, 2018, Pages

A virtual learning architecture enhanced by fog computing and big data streams

Author keywords

Big data; Big data streams; E learning; Fog computing; Internet of Things; Virtual learning environment

Indexed keywords

COMPUTER AIDED INSTRUCTION; COMPUTER ARCHITECTURE; DATA MINING; DIGITAL DEVICES; E-LEARNING; EDUCATION; FOG; INTERNET OF THINGS; NETWORK ARCHITECTURE; STUDENTS;

EID: 85039995811     PISSN: None     EISSN: 19995903     Source Type: Journal    
DOI: 10.3390/fi10010004     Document Type: Article
Times cited : (45)

References (51)
  • 1
    • 85014957285 scopus 로고    scopus 로고
    • A glimpse on big data analytics in the framework of marketing strategies
    • Ducange, P.; Pecori, R.; Mezzina, P. A glimpse on big data analytics in the framework of marketing strategies. Soft Comput. 2017, 1-18, doi:10.1007/s00500-017-2536-4
    • (2017) Soft Comput , pp. 1-18
    • Ducange, P.1    Pecori, R.2    Mezzina, P.3
  • 6
    • 84992464150 scopus 로고    scopus 로고
    • Unraveling Students' Interaction Around a Tangible Interface using Multimodal Learning Analytics
    • Schneider, B.; Blikstein, P. Unraveling Students' Interaction Around a Tangible Interface using Multimodal Learning Analytics. J. Educ. Data Min. 2015, 7, 89-116
    • (2015) J. Educ. Data Min , vol.7 , pp. 89-116
    • Schneider, B.1    Blikstein, P.2
  • 7
    • 84976498486 scopus 로고    scopus 로고
    • Multi-Armed Bandits for Intelligent Tutoring Systems
    • Clement, B.; Roy, D.; Oudeyer, P.Y.; Lopes, M. Multi-Armed Bandits for Intelligent Tutoring Systems. J. Educ. Data Min. 2015, 7, 20-48
    • (2015) J. Educ. Data Min , vol.7 , pp. 20-48
    • Clement, B.1    Roy, D.2    Oudeyer, P.Y.3    Lopes, M.4
  • 8
    • 78149471471 scopus 로고    scopus 로고
    • Efficient learning using a virtual learning environment in a university class
    • Stricker, D.; Weibel, D.; Wissmath, B. Efficient learning using a virtual learning environment in a university class. Comput. Educ. 2011, 56, 495-504
    • (2011) Comput. Educ , vol.56 , pp. 495-504
    • Stricker, D.1    Weibel, D.2    Wissmath, B.3
  • 9
    • 79961112999 scopus 로고    scopus 로고
    • Design characteristics of virtual learning environments: State of research
    • Mueller, D.; Strohmeier, S. Design characteristics of virtual learning environments: State of research. Comput. Educ. 2011, 57, 2505-2516
    • (2011) Comput. Educ , vol.57 , pp. 2505-2516
    • Mueller, D.1    Strohmeier, S.2
  • 10
    • 84961805899 scopus 로고    scopus 로고
    • Increasing Students Awareness of Their Behavior in Online Learning Environments with Visualizations and Achievement Badges
    • Auvinen, T.; Hakulinen, L.; Malmi, L. Increasing Students Awareness of Their Behavior in Online Learning Environments with Visualizations and Achievement Badges. IEEE Trans. Learn. Technol. 2015, 8, 261-273
    • (2015) IEEE Trans. Learn. Technol , vol.8 , pp. 261-273
    • Auvinen, T.1    Hakulinen, L.2    Malmi, L.3
  • 11
    • 84873456154 scopus 로고    scopus 로고
    • The role of authenticity in design-based learning environments: The case of engineering education
    • Strobel, J.;Wang, J.;Weber, N.; Dyehouse, M. The role of authenticity in design-based learning environments: The case of engineering education. Comput. Educ. 2013, 64, 143-152
    • (2013) Comput. Educ , vol.64 , pp. 143-152
    • Strobel, J.1    Wang, J.2    Weber, N.3    Dyehouse, M.4
  • 15
    • 84954398384 scopus 로고    scopus 로고
    • A recommendation module to help teachers build courses through the Moodle Learning Management System
    • Limongelli, C.; Lombardi, M.; Marani, A.; Sciarrone, F.; Temperini, M. A recommendation module to help teachers build courses through the Moodle Learning Management System. New Rev. Hypermedia Multimed. 2016, 22, 58-82
    • (2016) New Rev. Hypermedia Multimed , vol.22 , pp. 58-82
    • Limongelli, C.1    Lombardi, M.2    Marani, A.3    Sciarrone, F.4    Temperini, M.5
  • 16
    • 84964510015 scopus 로고    scopus 로고
    • Learning Object Recommendations for Teachers Based On Elicited ICT Competence Profiles
    • Sergis, S.; Sampson, D.G. Learning Object Recommendations for Teachers Based On Elicited ICT Competence Profiles. IEEE Trans. Learn. Technol. 2016, 9, 67-80
    • (2016) IEEE Trans. Learn. Technol , vol.9 , pp. 67-80
    • Sergis, S.1    Sampson, D.G.2
  • 17
    • 84975270501 scopus 로고    scopus 로고
    • Understanding cloud-based VLE from the SDT and CET perspectives: Development and validation of a measurement instrument
    • Hew, T.S.; Kadir, S.L.S.A. Understanding cloud-based VLE from the SDT and CET perspectives: Development and validation of a measurement instrument. Comput. Educ. 2016, 101, 132-149
    • (2016) Comput. Educ , vol.101 , pp. 132-149
    • Hew, T.S.1    Kadir, S.L.S.A.2
  • 20
    • 84979009385 scopus 로고    scopus 로고
    • VirTUal remoTe labORatories Management System (TUTORES): Using cloud Computing to Acquire University Practical Skills
    • Caminero, A.C.; Ros, S.; Hernández, R.; Robles-Gómez, A.; Tobarra, L.; Granjo, P.J.T. VirTUal remoTe labORatories Management System (TUTORES): Using cloud Computing to Acquire University Practical Skills. IEEE Trans. Learn. Technol. 2016, 9, 133-145
    • (2016) IEEE Trans. Learn. Technol , vol.9 , pp. 133-145
    • Caminero, A.C.1    Ros, S.2    Hernández, R.3    Robles-Gómez, A.4    Tobarra, L.5    Granjo, P.J.T.6
  • 21
    • 84922933604 scopus 로고    scopus 로고
    • Aspect oriented design for team learning management system
    • Al-Hudhud, G. Aspect oriented design for team learning management system. Comput. Hum. Behav. 2015, 51, 627-631
    • (2015) Comput. Hum. Behav , vol.51 , pp. 627-631
    • Al-Hudhud, G.1
  • 23
    • 84979515588 scopus 로고    scopus 로고
    • The use of a mobile learning management system and academic achievement of online students
    • Han, I.; Shin, W.S. The use of a mobile learning management system and academic achievement of online students. Comput. Educ. 2016, 102, 79-89
    • (2016) Comput. Educ , vol.102 , pp. 79-89
    • Han, I.1    Shinv, W.S.2
  • 25
    • 84877045865 scopus 로고    scopus 로고
    • Mining big data in Real Time
    • Bifet, A. Mining big data in Real Time. Informatica 2013, 37, 15-20
    • (2013) Informatica , vol.37 , pp. 15-20
    • Bifet, A.1
  • 27
    • 84907379367 scopus 로고    scopus 로고
    • Storage Challenge: Where Will All That big data Go?
    • Leavitt, N. Storage Challenge: Where Will All That big data Go? Computer 2013, 46, 22-25
    • (2013) Computer , vol.46 , pp. 22-25
    • Leavitt, N.1
  • 29
    • 85013498914 scopus 로고    scopus 로고
    • A survey on data preprocessing for data stream mining: Current status and future directions
    • Ramírez-Gallego, S.; Krawczyk, B.; García, S.; Woźniak, M.; Herrera, F. A survey on data preprocessing for data stream mining: Current status and future directions. Neurocomputing 2017, 239, 39-57
    • (2017) Neurocomputing , vol.239 , pp. 39-57
    • Ramírez-Gallego, S.1    Krawczyk, B.2    García, S.3    Woźniak, M.4    Herrera, F.5
  • 30
    • 85018670513 scopus 로고    scopus 로고
    • Scalable real-time classification of data streams with concept drift
    • Tennant, M.; Stahl, F.; Rana, O.; Gomes, J.B. Scalable real-time classification of data streams with concept drift. Future Gener. Comput. Syst. 2017, 75, 187-199
    • (2017) Future Gener. Comput. Syst , vol.75 , pp. 187-199
    • Tennant, M.1    Stahl, F.2    Rana, O.3    Gomes, J.B.4
  • 34
    • 85015176969 scopus 로고    scopus 로고
    • Challenges and Software Architecture for fog computing
    • Hao, Z.; Novak, E.; Yi, S.; Li, Q. Challenges and Software Architecture for fog computing. IEEE Int. Comput. 2017, 21, 44-53
    • (2017) IEEE Int. Comput , vol.21 , pp. 44-53
    • Hao, Z.1    Novak, E.2    Yi, S.3    Li, Q.4
  • 37
    • 84924154078 scopus 로고    scopus 로고
    • A Graph-Based cloud Architecture for big stream Real-Time Applications in the Internet of Things
    • Manchester, UK, 2-4 September 2014; Revised Selected Papers; Springer International Publishing: Cham, Switzerland
    • Belli, L.; Cirani, S.; Ferrari, G.; Melegari, L.; Picone, M. A Graph-Based cloud Architecture for big stream Real-Time Applications in the Internet of Things. In Proceedings of the Advances in Service-Oriented and Cloud Computing: Workshops of ESOCC 2014, Manchester, UK, 2-4 September 2014; Revised Selected Papers; Springer International Publishing: Cham, Switzerland, 2015; pp. 91-105
    • (2015) In Proceedings of the Advances in Service-Oriented and Cloud Computing: Workshops of ESOCC 2014 , pp. 91-105
    • Belli, L.1    Cirani, S.2    Ferrari, G.3    Melegari, L.4    Picone, M.5
  • 40
    • 84954367372 scopus 로고    scopus 로고
    • S-Kademlia: A trust and reputation method to mitigate a Sybil attack in Kademlia
    • Pecori, R. S-Kademlia: A trust and reputation method to mitigate a Sybil attack in Kademlia. Comput. Netw. 2016, 94, 205-218
    • (2016) Comput. Netw , vol.94 , pp. 205-218
    • Pecori, R.1
  • 41
    • 84992472360 scopus 로고    scopus 로고
    • Of Needles and Haystacks: Building an Accurate Statewide Dropout Early Warning System in Wisconsin
    • Knowles, J.E. Of Needles and Haystacks: Building an Accurate Statewide Dropout Early Warning System in Wisconsin. J. Educ. Data Min. 2015, 7, 18-67
    • (2015) J. Educ. Data Min , vol.7 , pp. 18-67
    • Knowles, J.E.1
  • 43
    • 84925467131 scopus 로고    scopus 로고
    • An evolutionary algorithm for the discovery of rare class association rules in learning management systems
    • Luna, J.M.; Romero, C.; Romero, J.R.; Ventura, S. An evolutionary algorithm for the discovery of rare class association rules in learning management systems. Appl. Intell. 2015, 42, 501-513
    • (2015) Appl. Intell , vol.42 , pp. 501-513
    • Luna, J.M.1    Romero, C.2    Romero, J.R.3    Ventura, S.4
  • 45
    • 85011403805 scopus 로고    scopus 로고
    • Improving Meta-learning for Algorithm Selection by Using Multi-label Classification: A Case of Study with Educational Data Sets
    • Olmo, J.L.; Romero, C.; Gibaja, E.; Ventura, S. Improving Meta-learning for Algorithm Selection by Using Multi-label Classification: A Case of Study with Educational Data Sets. Int. J. Comput. Intell. Syst. 2015, 8, 1144-1164
    • (2015) Int. J. Comput. Intell. Syst , vol.8 , pp. 1144-1164
    • Olmo, J.L.1    Romero, C.2    Gibaja, E.3    Ventura, S.4
  • 46
    • 84920811913 scopus 로고    scopus 로고
    • Evaluation and selection of group recommendation strategies for collaborative searching of learning objects
    • Zapata, A.; Menéndez, V.H.; Prieto, M.E.; Romero, C. Evaluation and selection of group recommendation strategies for collaborative searching of learning objects. Int. J. Hum. Comput. Stud. 2015, 76, 22-39
    • (2015) Int. J. Hum. Comput. Stud , vol.76 , pp. 22-39
    • Zapata, A.1    Menéndez, V.H.2    Prieto, M.E.3    Romero, C.4
  • 48
    • 84971432596 scopus 로고    scopus 로고
    • Mobile cellular big data: Linking cyberspace and the physical world with social ecology
    • Xu, F.; Li, Y.; Chen, M.; Chen, S. Mobile cellular big data: Linking cyberspace and the physical world with social ecology. IEEE Netw. 2016, 30, 6-12
    • (2016) IEEE Netw , vol.30 , pp. 6-12
    • Xu, F.1    Li, Y.2    Chen, M.3    Chen, S.4
  • 50
    • 84962523104 scopus 로고    scopus 로고
    • E-learning Systems Based on cloud Computing: A Review
    • Bahrami, M.; Riahi, G. E-learning Systems Based on cloud Computing: A Review. Proc. Comput. Sci. 2015, 62, 352-359
    • (2015) Proc. Comput. Sci , vol.62 , pp. 352-359
    • Bahrami, M.1    Riahi, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.