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Selected Publications

Here you may find a selected list of our publication in the field of Web Mining in Education.

  1. Cohen, A., Nachmias, R. (in press). Quantitative Cost Effectiveness Model for Web-Supported Academic Instruction. In Distance and E-learning in Transition – Learning innovation, technology and social challenges. ISTE and Wiley &Sons, Inc.
  2. Cohen, A., Nachmias, R. (in press) - invited paper. The Implementation of a Cost Effectiveness Analyzer for Web-Supported Academic Instruction: A Case Study, American Journal of Distance Education.
  3. Hershkovitz, A., & Nachmias, R. (In Press). The development of a log-based motivation measuring tool as part of the assessment of affective aspects of learning. In C. Romero (Ed.), Handbook of Educational Data Mining. Virginia Beach, VA: Chapman & Hall/CRC.
  4. Ben-Zadok, G., Hershkovitz, A., Mintz, E., & Nachmias, R. (2009). Examining online learning processes based on log files analysis: A case study, The Fifth International Conference on Multimedia and ICT in Education (m-ICTE'09), Lisbon, Portugal.
  5. Cohen, A., Nachmias, R. (2009). The Implementation of a Cost Effectiveness Analyzer for Web-Supported Instruction: A Case Study. Paper for the 4th Annual Chais Conference on Instructional Technologies Research "Learning in the Technological Era", Israel.
  6. Cohen, A., Nachmias, R. (2008). A Case Study of Implementing a Cost Effectiveness Analyzer for Web-Supported Academic Instruction: An Example from Life Science. Paper for the EDEN 2008 Annual Conference – NEW LEARNING CULTURES, How do we learn? Where do we learn? Portugal.
  7. Hershkovitz, A. & Nachmias, R. (2008). Developing a Log-based Motivation Measuring Tool, The First International Conference on Educational Data Mining (EDM'08), Montreal, Canada.
  8. Cohen, A., Nachmias, R. (2007). A Computational Mechanism for Assessing the Cost Effectiveness of Web-supported Academic Instruction. Paper for the EDEN 2007 annual conference – NEW LEARNING 2.0? Emerging digital territories developing continuities New divides, Italy.
  9. Nachmias, R. & Hershkovitz, A. (2007). Using Web mining for understanding the behavior of the online learner, The International Workshop on Applying Data Mining in e-Learning (ADML'07), Crete, Greece. (Proceedings of the workshop)
  10. Nachmias, R. & Hershkovitz, A. (2007). Web mining in education, The Future of Web Interactions British-Israeli Conference, Tel Aviv, Isarel. (Abstract)
  11. Nachmias, R., Leiba, M., & Ram, J. (2007). European Virtual N2L University (EVNU) – Educational Exchange in Nano2Life - a Network of Excellence, European Distance and E-Leartning Network (EDEN) Conference, Naples, Italy.
  12. Nachmias, R., Leiba, M., & Ram, J. (2007). European Virtual N2L University (EVNU): Educational Repository in Nano2Life, A Network of Excellence ,MEITAL 5th Conference – ICT in Higher Education, HIT, Israel.
  13. Cohen, A. & Nachmias, R. (2006). A Quantitative Cost Effectiveness Model for Web-supported Academic Instruction,Internet and Higher Education, 9, 81-90.
  14. Cohen, A., Nachmias, R. (2006). A Computational Mechanism for Assessing the Effectiveness of Web-Supported Academic Instruction. Paper for the ICICTE 2006 - International Conference on Information Communications Technologies in Education, Greece.
  15. Leiba, M. & Nachmias, R. (2006). A Knowledge Community – Constructing A Knowledge Model Through The Process Of Concept Mapping In Academic Instruction, 4th IEEE International Conference on Information Technology: Research and Education (ITRE 2006), Tel-Aviv, Israel.
  16. Nachmias, R. & Hershkovitz, A. (2006). Learning about the online learner, Workshop on Logging Traces of Web Activity: The Mechanics of Data Collection (in WWW'2006), Edinburgh, Scotland.
  17. Nachmias, R., Ram. J. & Mioduser, D. (2006). The Study of a Campus-wide Implementation of Blended Learning in Tel Aviv University. In Bonk C.J. and Graham, C.R. The Handbook of Blended Learning, 374-386.
  18. Cohen, A., Nachmias, R. (2005). A Quantitative Cost Effectiveness model for Web Supported Academic Instruction. Paper for the EDEN 2005 annual conference – Lifelong E-Learning: Bringing E-Learning close to Lifelong Learning and Working Life, A New Period of Uptake, Helsinki.
  19. Leiba, M. & Nachmias, R. (2005). Using Online Concept Maps in Introduction to Biology Course, MEITAL 4th Conference - ICT in Higher Education, Ben Gurion University, Israel.
  20. Cohen, A., Nachmias, R., and Forkosh-Baruch, A. (2004). A Cost Effectiveness model for Web Supported Academic Instruction: Development, Validation, and Implementation. World Conference on Educational Multimedia Hypermedia and Telecommunication , 2004(1): 1020-1025.
  21. Nachmias, R. & Segev, L. (2003). Students’ Use of Content in Web-Supported Academic Courses. The Internet and Higher Education, 6, 145-157.
  22. Nachmias, R. & Segev, L. (2003). Content Usage in Web-Supported Academic Instruction. Academic Exchange Quarterly, Spring issue, 5-10.
  23. Tuvi, I., & Nachmias, R. (2003). A Study of Web-Based Leaning Environments Focusing on Atomic Structure. Journal of Computers in Mathematics and Science Teaching, 22(3), 225-240.
  24. Nachmias, R., Shani, N. (2002). Learning in Virtual Courses and Its Relationship to Thinking Styles. Journal of Educational Computing Research, 27(3), 313-327.
  25. Nachmias, R., Mioduser, D., & Shemla, A. (2001). Information and Communication Technologies Usage by Students in an Israeli High School: Equity, Gender, and Inside/Outside School Learning Issues. Education and Information Technologies, 6(1), 43-53.
  26. Tuvi, I., & Nachmias, R. (2001). Current State of Websites in Science Education – Focus on Atomic Structure. Journal of Science Education and Technology, 10(4), 293-303.
  27. Nachmias, R., Mioduser, D., & Shemla, A. (2000). Internet Usage by Students in an Israeli High School. Journal of Educational Computing Research, 22(1), 55-73.
  28. Sassoon, E. & Nachmias, R. (1999). What makes them click: how learners utilize Web based courses, the World Conference on Educational Multimedia, Hypermedia and Telecommunications, Seattle, WA.