The Discriminant Analysis Approach for Evaluating Effectiveness of Learning in an Instructor-Led Virtual Classroom

AI-Radaideh, Q. A., AI-Shawakfa, E. M. and AI-Najjar, M. I. 2006. “Mining student data using decision trees”, International Arab Conference on Information Technology Yarmouk University, Jordan, pp. 1–5. AI-Radaideh Q. A. AI-Shawakfa E. M. and AI-Najjar M. I. 2006 . “ Mining student data using decision trees ”, International Arab Conference on Information Technology Yarmouk University Jordan , pp. 1 – 5 Search in Google Scholar

Angel, B., Candice, B. and Jennifer, H. 2011. “Evaluating the effectiveness of the North Carolina Virtual Public Schools System”. North Carolina Virtual Public School, pp. 1–12. Angel B. Candice B. and Jennifer H. 2011 “Evaluating the effectiveness of the North Carolina Virtual Public Schools System” North Carolina Virtual Public School, pp. 1–12 Search in Google Scholar

Bower, M. and Richards, D. 2005. The impact of virtual classroom laboratories in computer science education. Thirty-Sixth SIGCSE Technical Symposium of Computer Science Education, St. Louis, Missouri, pp. 292–296. Bower M. and Richards D. 2005 The impact of virtual classroom laboratories in computer science education Thirty-Sixth SIGCSE Technical Symposium of Computer Science Education St. Louis, Missouri , pp. 292 – 296 Search in Google Scholar

Brown, M. T. and Wicker, L. R. 2000. “Discriminant Analysis”, Handbook of Applied Multivariate Statistics and Mathematical Modeling, pp. 209–235. Brown M. T. and Wicker L. R. 2000 “Discriminant Analysis” Handbook of Applied Multivariate Statistics and Mathematical Modeling , pp. 209 – 235 Search in Google Scholar

Etchells, A. T., Nebot, A., Vellido, A., Lisboa, P. J. and Mugica, F. 2006. “Learning what is important: feature selection and rule extraction in a virtual course”, The 14th European Symposium on Artificial Neural Networks ESANN, Bruges, pp. 401–406. Etchells A. T. Nebot A. Vellido A. Lisboa P. J. and Mugica F. 2006 . “ Learning what is important: feature selection and rule extraction in a virtual course ”, The 14th European Symposium on Artificial Neural Networks ESANN Bruges , pp. 401 – 406 Search in Google Scholar

Ferm, S. R. and Naughton, N. l. 2002. Collaborative virtual environments to support communication and community in internet-based distance education. Journal of Information Technology Education 1(3): 201–211. Ferm S. R. and Naughton N. l. 2002 Collaborative virtual environments to support communication and community in internet-based distance education Journal of Information Technology Education 1(3 ): 201 – 211 Search in Google Scholar

Gagne, R. 1985. “The Conditions of Learning and Theory of Instruction” 4th ed., Holt, Rinehart and Winston, New York, NY. Gagne R. 1985 “The Conditions of Learning and Theory of Instruction” 4th ed. Holt, Rinehart and Winston New York, NY Search in Google Scholar

Galit, B. Z., Hershkovitz, A., Mintz, R. and Nachmias, R. 2007. “Examining online learning processes based on log files analysis: a case study”. Research, Reflection and Innovations in Integrating ICT in Education 1: 55–59. Galit B. Z. Hershkovitz A. Mintz R. and Nachmias R. 2007 “Examining online learning processes based on log files analysis: a case study” Research, Reflection and Innovations in Integrating ICT in Education 1 55 – 59 Search in Google Scholar

Han, J. and Kamber, M. 2006. Data mining: concepts and techniques 2nd ed., The Morgan Kaufmann Series in Data Management Systems Jim Gray, Series Editor, Morgan Kaufmann Publishers, San Francisco. Han J. and Kamber M. 2006 Data mining: concepts and techniques 2nd ed. The Morgan Kaufmann Series in Data Management Systems Jim Gray, Series Editor, Morgan Kaufmann Publishers, San Francisco Search in Google Scholar

Hiltz, S. R. 1994. The Virtual Classroom: Learning without Limits via Computer Networks Ablex Publishing Corporation, Norwood, MA. Hiltz S. R. 1994 The Virtual Classroom: Learning without Limits via Computer Networks Ablex Publishing Corporation Norwood, MA Search in Google Scholar

Hwang, G. J., Tsai, C. C. and Yang, S. J. H. 2008. “Criteria, strategies and research issues of context-aware ubiquitous learning”. Journal of Educational Technology and Society 11(2): 81–91. Hwang G. J. Tsai C. C. and Yang S. J. H. 2008 “Criteria, strategies and research issues of context-aware ubiquitous learning” Journal of Educational Technology and Society 11(2 ): 81 – 91 Search in Google Scholar

Kankaanranta, M. and Makela, T. 2014. “Valuation of emerging learning solutions. Proceedings World Conference on Educational Multimedia, Hypermedia and Telecommunications, Tampere Association for the Advancement of Computing in Education, pp. 168–172. Kankaanranta M. and Makela T. 2014 “ Valuation of emerging learning solutions Proceedings World Conference on Educational Multimedia, Hypermedia and Telecommunications Tampere Association for the Advancement of Computing in Education , pp. 168 – 172 Search in Google Scholar

Karacapilidis, N. 2010. “Novel Developments in Web-based Learning Technologies: Tools for Modern Teaching” IGI Global, Hershey, PA. Karacapilidis N. 2010 “Novel Developments in Web-based Learning Technologies: Tools for Modern Teaching” IGI Global Hershey, PA Search in Google Scholar

Keller, J. and Knopp, T. 1987. “Instructional Theories in Action: Lessons Illustrating Theories and Models”, Associates Hillsdale, Erlbaum, NJ. Keller J. and Knopp T. 1987 “Instructional Theories in Action: Lessons Illustrating Theories and Models ”, Associates Hillsdale Erlbaum, NJ Search in Google Scholar

Kotsiantis, S. B., Pierrakeas, C. J. and Pintelas, P. E. 2004. “Predicting students performance in distance learning using machine learning techniques”. Applied Artificial Intelligence 18(5): 411–426. Kotsiantis S. B. Pierrakeas C. J. and Pintelas P. E. 2004 “Predicting students performance in distance learning using machine learning techniques” Applied Artificial Intelligence 18(5 ): 411 – 426 Search in Google Scholar

Magdalene Delighta Angeline, D., Ramasubramanian, P. and Samuel Peter James, I. 2015. “Learner’s prognostic analysis using class association rule”. International Journal of Advanced Research in Computer Science and Software Engineering 5(9): 314–318. Magdalene Delighta Angeline D. Ramasubramanian P. and Samuel Peter James I. 2015 “Learner’s prognostic analysis using class association rule” International Journal of Advanced Research in Computer Science and Software Engineering 5(9 ): 314 – 318 Search in Google Scholar

Magdalene Delighta Angeline, D., Ramasubramanian, P. and Samuel Peter James, I. 2017. “Increased success outcome of a learner with ensemble teaching and analysis with Naive Bayes Algorithm”. Ciencia E Tecnica Vitivinicola 32(6): 59–73. Magdalene Delighta Angeline D. Ramasubramanian P. and Samuel Peter James I. 2017 “Increased success outcome of a learner with ensemble teaching and analysis with Naive Bayes Algorithm” Ciencia E Tecnica Vitivinicola 32(6 ): 59 – 73 Search in Google Scholar

Marks, R. B., Sibley, S. D. and Arbaugh, J. B. 2005. “A structural equation model of predictors for effective online learning”. Journal of Management Education 29(4): 531–563. Marks R. B. Sibley S. D. and Arbaugh J. B. 2005 “A structural equation model of predictors for effective online learning” Journal of Management Education 29(4 ): 531 – 563 Search in Google Scholar

McManus, D. A. 2001. “The two paradigms of education and the peer review of teaching”. Journal of Geosciences Education 49(5): 423–434. McManus D. A. 2001 “The two paradigms of education and the peer review of teaching” Journal of Geosciences Education 49(5 ): 423 – 434 Search in Google Scholar

Milheim, W. D. and Martin, B. L. 1991. “Theoretical bases for the use of learner control: three different perspectives”. Journal of Computer-based Instruction, Association for the Development of Computer-Based Instructional Systems, West Woodruff Columbus OH United States, 18(3): 99–105. Milheim W. D. and Martin B. L. 1991 “Theoretical bases for the use of learner control: three different perspectives” Journal of Computer-based Instruction Association for the Development of Computer-Based Instructional Systems, West Woodruff Columbus OH United States 18(3 ): 99 – 105 Search in Google Scholar

Minaei, B. and Punch, B. 2003. “Using genetic algorithms for data mining optimization in an educational web-based system”. Genetic and Evolutionary Computation 2: 2252–2263. Minaei B. and Punch B. 2003 “Using genetic algorithms for data mining optimization in an educational web-based system” Genetic and Evolutionary Computation 2 2252 – 2263 Search in Google Scholar

Nebot, A., Castro, F., Vellido, A. and Mugica, F. 2006. Identification of fuzzy models to predict students performance in an e-learning environment. In The Fifth IASTED International Conference on Web-Based Education, Puerto Vallarta, pp. 74–79. Nebot A. Castro F. Vellido A. and Mugica F. 2006 Identification of fuzzy models to predict students performance in an e-learning environment In The Fifth IASTED International Conference on Web-Based Education Puerto Vallarta , pp. 74 – 79 Search in Google Scholar

New York Smart Schools Commission Report 2014. New York Smart Schools, Available at: http://www.governor. ny.gov/sites/governor.ny.gov/files/archive/governor_files/SmartSchoolsReport.pdf (accessed November 2017). New York Smart Schools Commission Report 2014 New York Smart Schools Available at: http://www.governor. ny.gov/sites/governor.ny.gov/files/archive/governor_files/SmartSchoolsReport.pdf (accessed November 2017) Search in Google Scholar

Nunez, R. E., Edward, L. D. and Matos, J. F. 1999. “Embodied cognition as grounding for situatedness and context in mathematics education”. Educational Studies in Mathematics 39: 45–65. Nunez R. E. Edward L. D. and Matos J. F. 1999 “Embodied cognition as grounding for situatedness and context in mathematics education” Educational Studies in Mathematics 39 45 – 65 Search in Google Scholar

Oliver, K., Osborne, J., Patel, R. and Kleiman, G. 2009. “Issues surrounding the development of a New State wide Virtual Public Schools”. The Quarterly Review of Distance Education 10(1): 37–49. Oliver K. Osborne J. Patel R. and Kleiman G. 2009 “Issues surrounding the development of a New State wide Virtual Public Schools” The Quarterly Review of Distance Education 10(1 ): 37 – 49 Search in Google Scholar

Reid, J. M. 1987. “The learning style preferences of ESL students” TESOL Quarterly, 21(1): 87–8711. Reid J. M. 1987 “The learning style preferences of ESL students” TESOL Quarterly 21(1 ): 87 – 8711 Search in Google Scholar