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Volumn 21, Issue 1, 2015, Pages 110-133

Development of the learning analytics dashboard to support students’ learning performance

Author keywords

Dashboard; Learning analytics; Learning management system; Perceived usefulness; Pilot test; Usability test; Visualization

Indexed keywords


EID: 84933039245     PISSN: 0948695X     EISSN: 09486968     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (179)

References (39)
  • 1
    • 80053172235 scopus 로고    scopus 로고
    • A qualitative evaluation of evolution of a learning analytics tool
    • [Ali, L., Hatala, M., Gašević, D., & Jovanović, J., 2012]
    • [Ali, L., Hatala, M., Gašević, D., & Jovanović, J., 2012] Ali, L., Hatala, M., Gašević, D., & Jovanović, J.: A qualitative evaluation of evolution of a learning analytics tool, Computers & Education, 58, 1, (2012), 470-489.
    • (2012) Computers & Education , vol.58 , Issue.1 , pp. 470-489
    • Ali, L.1    Hatala, M.2    Gašević, D.3    Jovanović, J.4
  • 7
    • 84873350900 scopus 로고    scopus 로고
    • A reference model for learning analytics
    • [Chatti, M.A., Dyckhoff, A.L., Schroeder, U., & Thüs, H., 2012]
    • [Chatti, M. A., Dyckhoff, A. L., Schroeder, U., & Thüs, H., 2012] Chatti, M. A., Dyckhoff, A. L., Schroeder, U., & Thüs, H.: A reference model for learning analytics, International Journal of Technology Enhanced Learning, 4, 5, (2012), 318-331.
    • (2012) International Journal of Technology Enhanced Learning , vol.4 , Issue.5 , pp. 318-331
    • Chatti, M.A.1    Dyckhoff, A.L.2    Schroeder, U.3    Thüs, H.4
  • 15
    • 84933066209 scopus 로고    scopus 로고
    • Usability study of visual dashboard as learning analytics interventions
    • Sejong University, [Ha, K., Jo, I., & Lim, S., 2013]
    • [Ha, K., Jo, I., & Lim, S., 2013] Ha, K., Jo, I., & Lim, S.: Usability study of visual dashboard as learning analytics interventions. Proc. International Conference of Educational Technology, Sejong University, 2013.
    • (2013) Proc. International Conference of Educational Technology
    • Ha, K.1    Jo, I.2    Lim, S.3
  • 16
    • 84897787300 scopus 로고    scopus 로고
    • Developing a web-based question-driven audience response system supporting BYOD
    • [Haintz, C., Pichler, K., & Ebner, M., 2014]
    • [Haintz, C., Pichler, K., & Ebner, M., 2014] Haintz, C., Pichler, K., & Ebner, M.: Developing a web-based question-driven audience response system supporting BYOD, Journal of Universal Computer Science, 20, 1, (2014), 39-56.
    • (2014) Journal of Universal Computer Science , vol.20 , Issue.1 , pp. 39-56
    • Haintz, C.1    Pichler, K.2    Ebner, M.3
  • 17
    • 84933066210 scopus 로고    scopus 로고
    • Educational technology approach toward learning analytics: Relationship between student online behavior and learning performance in higher education'
    • Indianapolis, Indiana, U.S. A, [Jo, I., & Yu, T., 2014]
    • [Jo, I., & Yu, T., 2014] Jo, I., & Yu, T.: Educational technology approach toward learning analytics: Relationship between student online behavior and learning performance in higher education'. Proc. The 4th International Conference on Learning Analytics Knowledge, Indianapolis, Indiana, U. S. A, 2014.
    • (2014) Proc. The 4th International Conference on Learning Analytics Knowledge
    • Jo, I.1    Yu, T.2
  • 19
    • 84933045901 scopus 로고    scopus 로고
    • Usability study of middle school English digital textbook: A stimulated recall approach
    • [Jo, I., Heo, J., Lim, K., Choi, J., & Noh, J., 2013]
    • [Jo, I., Heo, J., Lim, K., Choi, J., & Noh, J., 2013] Jo, I., Heo, J., Lim, K., Choi, J., & Noh, J.: Usability study of middle school English digital textbook: A stimulated recall approach, Educational Technology International, 14, 1, (2013), 109-136.
    • (2013) Educational Technology International , vol.14 , Issue.1 , pp. 109-136
    • Jo, I.1    Heo, J.2    Lim, K.3    Choi, J.4    Noh, J.5
  • 20
    • 84898833895 scopus 로고    scopus 로고
    • Analyzing the log patterns of adult learners in LMS using learning analytics
    • Indianapolis, Indiana, U.S. A, [Jo, I., Kim, D., & Yoon, M., 2014]
    • [Jo, I., Kim, D., & Yoon, M., 2014] Jo, I., Kim, D., & Yoon, M.: Analyzing the log patterns of adult learners in LMS using learning analytics. Proc. The 4th International Conference on Learning Analytics Knowledge, Indianapolis, Indiana, U. S. A, 2014.
    • (2014) Proc. The 4th International Conference on Learning Analytics Knowledge
    • Jo, I.1    Kim, D.2    Yoon, M.3
  • 21
    • 84898770109 scopus 로고    scopus 로고
    • Investigation of Statistically Significant Period for Achievement Prediction Model in e-Learning
    • [Jo, I., & Kim, J., 2013]
    • [Jo, I., & Kim, J., 2013] Jo, I., & Kim, J.: Investigation of Statistically Significant Period for Achievement Prediction Model in e-Learning, Journal of Educational Technology, 29, 2, (2013), 285-306.
    • (2013) Journal of Educational Technology , vol.29 , Issue.2 , pp. 285-306
    • Jo, I.1    Kim, J.2
  • 22
    • 84933066213 scopus 로고    scopus 로고
    • Impact of learner's time management strategies on achievement in an e-learning environment: A learning analytics approach
    • [Jo, I., & Kim, Y., 2013]
    • [Jo, I., & Kim, Y., 2013] Jo, I., & Kim, Y.: Impact of learner's time management strategies on achievement in an e-learning environment: A learning analytics approach, The Journal of Educational Information and Media, 19, 1, (2013), 83-107.
    • (2013) The Journal of Educational Information and Media , vol.19 , Issue.1 , pp. 83-107
    • Jo, I.1    Kim, Y.2
  • 23
    • 84933066214 scopus 로고    scopus 로고
    • Student's perception on Learning Analytics Dashboard (LAD) presenting online activities in LMS
    • Sejong University, [Kang, S., Park, Y., & Jo, I., 2013]
    • [Kang, S., Park, Y., & Jo, I., 2013] Kang, S., Park, Y., & Jo, I.: Student's perception on Learning Analytics Dashboard (LAD) presenting online activities in LMS. Proc. International Conference of Educaitonal Technology, Sejong University, 2013.
    • (2013) Proc. International Conference of Educaitonal Technology
    • Kang, S.1    Park, Y.2    Jo, I.3
  • 25
    • 79960751842 scopus 로고    scopus 로고
    • Supporting social awareness in collaborative e-learning
    • [Lambropoulos, N., Faulkner, X., & Culwin, F., 2012]
    • [Lambropoulos, N., Faulkner, X., & Culwin, F., 2012] Lambropoulos, N., Faulkner, X., & Culwin, F.: Supporting social awareness in collaborative e-learning, British Journal of Educational Technology, 43, 2, (2012), 295-306.
    • (2012) British Journal of Educational Technology , vol.43 , Issue.2 , pp. 295-306
    • Lambropoulos, N.1    Faulkner, X.2    Culwin, F.3
  • 30
    • 84933066216 scopus 로고    scopus 로고
    • Smart use of LMS in higher education: Viewing students' perceptions in a framework of activity theory
    • Sejong University, [Park, Y., & Jo, I., 2013]
    • [Park, Y., & Jo, I., 2013] Park, Y., & Jo, I.: Smart use of LMS in higher education: viewing students' perceptions in a framework of activity theory. Proc. International Conference of Educaitonal Technology, Sejong University, 2013.
    • (2013) Proc. International Conference of Educaitonal Technology
    • Park, Y.1    Jo, I.2
  • 31
    • 84864655354 scopus 로고    scopus 로고
    • In practice: Purdue Signals: Mining real-time academic data to enhance student success
    • [Pistilli, M.D., & Arnold, K.E., 2010]
    • [Pistilli, M. D., & Arnold, K. E., 2010] Pistilli, M. D., & Arnold, K. E.: In practice: Purdue Signals: Mining real-time academic data to enhance student success, About Campus, 15, 3, (2010) 22-24.
    • (2010) About Campus , vol.15 , Issue.3 , pp. 22-24
    • Pistilli, M.D.1    Arnold, K.E.2
  • 32
    • 80055020566 scopus 로고    scopus 로고
    • Taking advantage of education data: Advanced data analysis and reporting in virtual learning environments
    • [Podgorelec, V., & Kuhar, S., 2011]
    • [Podgorelec, V., & Kuhar, S., 2011] Podgorelec, V., & Kuhar, S.: Taking advantage of education data: Advanced data analysis and reporting in virtual learning environments, Electronics and Electrical Engineering, 114, 8, (2011), 111-116.
    • (2011) Electronics and Electrical Engineering , vol.114 , Issue.8 , pp. 111-116
    • Podgorelec, V.1    Kuhar, S.2
  • 33
    • 84872707825 scopus 로고    scopus 로고
    • Web usage mining for predicting final marks of students that use Moodle courses
    • [Romero, C., Espejo, P.G., Zafra, A., Romero, J.R., & Ventura, S., 2013]
    • [Romero, C., Espejo, P. G., Zafra, A., Romero, J. R., & Ventura, S., 2013] Romero, C., Espejo, P. G., Zafra, A., Romero, J. R., & Ventura, S.: Web usage mining for predicting final marks of students that use Moodle courses, Computer Applications in Engineering Education, 21, 1, (2013), 135-146.
    • (2013) Computer Applications in Engineering Education , vol.21 , Issue.1 , pp. 135-146
    • Romero, C.1    Espejo, P.G.2    Zafra, A.3    Romero, J.R.4    Ventura, S.5
  • 36
    • 85140077766 scopus 로고    scopus 로고
    • How did the e-learning session go The Student Inspector'
    • [Scheuer, O., & Zinn, C., 2007]
    • [Scheuer, O., & Zinn, C., 2007] Scheuer, O., & Zinn, C.: How did the e-learning session go The Student Inspector', Frontiers in Artificial Intelligence and Applications, 158, (2007), 487.
    • (2007) Frontiers in Artificial Intelligence and Applications , vol.158
    • Scheuer, O.1    Zinn, C.2
  • 38
    • 84883400392 scopus 로고    scopus 로고
    • Learning analytics dashboard applications
    • [Verbert, K., Duval, E., Klerkx, J., Govaerts, S., & Santos, J.L., 2013]
    • [Verbert, K., Duval, E., Klerkx, J., Govaerts, S., & Santos, J. L., 2013] Verbert, K., Duval, E., Klerkx, J., Govaerts, S., & Santos, J. L.: Learning analytics dashboard applications, American Behavioral Scientist, 57, 10, (2013), 1500-1509.
    • (2013) American Behavioral Scientist , vol.57 , Issue.10 , pp. 1500-1509
    • Verbert, K.1    Duval, E.2    Klerkx, J.3    Govaerts, S.4    Santos, J.L.5
  • 39
    • 84933066219 scopus 로고    scopus 로고
    • [Wikipedia, n. d.], Retrieved September 1
    • [Wikipedia, n. d.] Wikipedia: Dashboard, Retrieved September 1, 2014, from http://en. wikipedia. org/wiki/Dashboard.
    • (2014) Wikipedia: Dashboard


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.