Facilitating the use of recorded lectures:
Analysing students' interactions to understand their navigational needs
PhD research into the use of recorded lectures by students and how we can facilitate effective use.
- How do students use recorded lectures according to their self-report?
- What actual usage of the recorded lectures can we derive from the data on the system, and does that match with what students report?
- How can we facilitate the use of recorded lectures by students using expert tagging and tagging by the students themselves?
This PhD research was financially supported by the STIP fund of Fontys Hogescholen and facilitated by the Eindhoven School of Education (Eindhoven University of Technology).
Cover design: Vladimir Simonjan (http://vydesign.nl/)
Dutch: voor uitleg over het gebruik van Augmented Reality in dit proefschrift en de bijbehorende video's met korte uitleg per hoofdstuk, zie deze pagina. De video's per hoofdstuk zijn ook gewoon in de browser te bekijken
English: The English videos are now available, both on Vimeo and via Augmented Reality. See this page for info. There are video's per chapter which can also be viewed in the browser.
Ever since the start of the information and communication technology (ICT) era, universities and educational institutions all over the world have strived to incorporate its use into their pallet of instructional methods. The use of video, be it in the form of television broadcasts, DVDs or as video over the internet, has long been one of the important manifestations of the search for attractive learning materials that can be used independent of time and place.
The recording and broadcasting of lectures has been an important solution for distance education. But more and more, universities enhance parts of their courses aimed at on-campus students with online video components and lecture recordings. They do this to allow students to review lectures at their own pace and at a time and place of their choosing. With this increase in use, the main research question for this PhD research became increasingly more relevant:
- How do students use recorded lectures and how can we facilitate effective use?
The research was conducted at two of institutions in the higher education sector in the Netherland, Fontys University of Applied Sciences and the Eindhoven University of Technology (TU/e).
There is previous research into this question, but studies show various shortcomings, such as lack of focus, meaning that the uses, technology and user groups were combined in a way that made it difficult to apply the results to our own situation. To establish some common ground, the dissertation starts with a description of a framework that more accurately determines the context of the research.
The main question raised a number of subsidiary questions:
- Research question 1: How do students use recorded lectures according to their self-report?
- Research question 2: What actual usage of the recorded lectures can we derive from the data on the system and does that match with what students report?
- Research question 3: How can we facilitate the use of recorded lectures by students using expert tagging and tagging by the students themselves?
The use of recorded lectures by students at the two institutions was studied using a survey and semi-structured interviews. Then the data collected by the Lecture Capture System was taken and processed into a dataset that allowed us to analyse the actual usage of the recorded lectures by the students. That data was then triangulated with the data from the survey and the semi-structured interviews.
We also looked at improving the navigational support of the use of recorded lectures by offering tags that could be used to directly access specific parts of the recorded lecture. We investigated both the use of expert tagging and of tags created by the students themselves.
More details about the main conclusions are available in the dissertation and will be presented during the public defense.
Pierre Gorissen was born on 20 February 1970 in Beek, the Netherlands. After completing his master’s degree in Business Informatics, he completed a master’s degree in Business Economics and a certification as a fully qualified teacher at the University of Tilburg in 1994.
He started his career at Fontys University of Applied Sciences in 1994 at the predecessor of the current Fontys International Business School in Venlo, teaching both Dutch and German students in a number of Business Informatics-related courses.
In 2000, he assumed a position as a consultant for the Educational and Research department at Fontys in Eindhoven. He was involved in a wide variety of projects, like the introduction of the virtual learning environment, interactive whiteboards, virtual worlds, videoconferencing, electronic books and weblectures. During this time he worked part time as an educational technologist at the Open University in the Netherlands (2003-2004), where he participated in various European projects; he was Project Manager Learning Technology at SURF (2002 – 2009) and was, on their behalf, involved in the development of learning technology specifications within the IMS Global Learning Consortium. He was also Innovation Advisor at SURFnet (2010 – 2011) and a member of the Dutch NEN Norm committee for learning technology (2002 – 2010).
Facilitated by the Fontys STIP professionalization project, he started his PhD project at the beginning of 2009 at the Eindhoven School of Education which he succesfully completed in 2013.
In 2015, Pierre accepted a position as Senior Researcher at the iXperium / Centre of Excelence Learning with ICT at the HAN University of Applied Sciences in Nijmegen.
Pierre can be contacted via mail: Pierre.Gorissen at HAN.nl
Pierre blogs about IT and Education at: http://ictoblog.nl/ (in Dutch)
If you are looking for a copy of the dissertation in PDF format, just send me an e-mail: P.Gorissen Fontys.nl
All chapters are published as individual articles, listed below.
The propositions advanced in the dissertation are available only in Dutch:
Articles in peer-reviewed journals:
- Gorissen, P., Van Bruggen, J. M. & Jochems, W. (2012) Students and recorded lectures: Survey on current use and demands for higher education, Research in Learning Technology. Vol. 20, pp. 297-311. DOI: 10.3402/rlt.v20i0.17299
- Gorissen, P., Van Bruggen, J. M. & Jochems, W. (2012) Usage Reporting on Recorded Lectures, International Journal of Learning Technology, Vol 7, No 1, pp.23-40. DOI: 10.1504/IJLT.2012.046864
- Gorissen, P., Van Bruggen, J. M. & Jochems, W. (2013). Methodological triangulation of the students’ use of recorded lectures, International Journal of Learning Technology. Vol. 8, No.1, pp. 20-40. DOI: 10.1504/IJLT.2013.052825
- Gorissen, P., Van Bruggen, J. M. & Jochems, W. (2013). Does tagging improve the navigation of recorded lectures by students?, British Journal of Educational Technology. DOI: 10.1111/bjet.12121
- Gorissen, P., Van Bruggen, J. M. & Jochems, W. (2013). Comparing student and expert based tagging of recorded lecture, Education and Information Technologies, 1-21. DOI: 10.1007/s10639-013-9271-y
- Gorissen, P., Van Bruggen, J. M. & Jochems, W. (2012). Analysing Students' Use of Recorded Lectures through Methodological Triangulation. In: Uden, L., Rodríguez, E. S. C., De Paz Santana, J. F. & De La Prieta, F. (eds.) Workshop on Learning Technology for Education in Cloud (LTEC'12), 2012 Salamanca, Spain. Springer, pp. 145-156. DOI: 10.1007/978-3-642-30859-8_14
Conference contributions (without proceedings)
- Gorissen, P. (2013). Weblectures hoe werkt dat? [Weblectures, how does that work?] Presentation during the Fontys Docent event [Teacher event], Eindhoven, the Netherlands
- Gorissen, P. (2012). Weblectures in het Onderwijs. [Weblectures in Education] Presentation for the Fontys School of Nursing, Eindhoven, the Netherlands
- Gorissen, P. (2012). Do you count what counts? Presentation during the Mediasite Usergroup EU Forum 2012, Amsterdam, the Netherlands
- Gorissen, P. (2012). Tellen we wel wat Telt?. [Do we count what counts?] Presentation during the annual meeting of the Fontys research group Educational functions of ICT, Echt, the Netherlands
- Gorissen, Pierre, Van Bruggen, J.M. & Jochems W. (2011). Analysing the use of recorded lectures by students. Short paper presented during the ALT-C conference in Leeds, UK
- Gorissen, P., Van Bruggen, J.M. & Jochems W. (2011), Using methodological triangulation to analyse students’ use of recorded lectures. Paper presented at the Joint Meeting of Research School, Hamburg, Germany
- Gorissen, P., Van Bruggen, J.M. & Jochems W. (2011) Het gebruik van opnames van colleges door studenten [The use of recorded lectures by students]. Paper presented at the ORD 2011, Maastricht, the Netherlands
- Gorissen, P. (2011) Do you know what your students do with your lecture recordings? Presentation at the Unleash 2011 conference, Madison, Wisconsin
- Gorissen, P. (2010) Meten is weten: wat doen studenten met opnames van colleges? [To measure is to know: what do students do with recordings of lectures?]. Presentation at the Educational Days, Utrecht, the Netherlands
- Gorissen, P., Van Bruggen, J.M. & Jochems W. (2010), Facilitating the use of recorded lectures with social tagging. Poster presentation at the ORD 2010, Enschede, the Netherlands
- Gorissen, P., Van Bruggen, J.M. & Jochems W. (2010), Facilitating the use of recorded lectures with social tagging. Poster presentation at the Joint Meeting of Research Schools, Helsinki, Finland
- Gorissen, P. (2009), Faciliteren van het gebruik van recorded lectures met behulp van social tagging [Facilitating the use of recorded lectures with social tagging]. Presentation at the Platform Education and ICT, Eindhoven, the Netherlands
In the Netherlands, every doctoral dissertation has to be approved/supported by a supervisor (full university professor who has the role of principal adviser, 'promotor') and usually one or more co-supervisors before it is submitted for review by a core committee of three or four experts (usually other university professors). Only after they approve the submitted dissertation, the dissertation is printed and distributed and a date for a public defense is set.
During the public defence, the doctoral candidate gives a short, 10 minute summary of the research ('lekenpraatje') for the people present. After that presentation, the members of the Doctorate Committee in turn oppose by asking the candidate questions. The doctoral candidate is often accompanied by seconds ('paranifmen') seated behind the doctoral candidate.
The session lasts exactly the assigned time slot (1 hour in this case) after which the defense is stopped by the beadle ('pedel') who interrupts ongoing questioning by entering the room and announcing in Latin that the time is past ('Hora est'). At this stage the candidate is allowed to stop the defense even midsentence, although in practice a short one sentence wrap up is usually given. If one of the members of the Doctorate Committee is still phrasing a question, no answer will be given.
The chairman of the Doctorate Committee asks the doctoral candidate to take a seat in the hall and announces that the Committee will retire to deliberate further, whereupon the Committee leaves the hall. After their deliberations are complete the Committee, preceded by the beadle, returns to the hall. The doctoral degree is awarded at the end of the session. Failure during this session is in theory possible but in practice this never happens.
In the Netherlands, although there is no such thing as a PhD degree, the official title doctor (dr.) is informally often replaced by the internationally more common acronym PhD.
Members of the Doctorate Committee:
- prof.dr. D. Beijaard (Eindhoven School of Education, chair)
- prof.dr. W.M.G. Jochems (Eindhoven School of Education / Open University, supervisor)
- dr. J.M. van Bruggen (Open University, co-supervisor)
- prof.dr. P.B. Sloep (Open University)
- prof.dr. M. Valcke (Gent University)
- prof.dr.ir. W.M.P. van der Aalst (TU/e)
- prof.dr. T.C.M. Bergen (TU/e)
- prof.dr. P.M.E. De Bra (TU/e)
The public defense took place on Wednesday 12th june 2013, 16:00 in room 4 of the Auditorium at the Eindhoven University of Technology
Pictures from the room during the technical try-out a week before:
Video summary of the defense, created by Vic Peeters:
The presentation file used during the defense (in Dutch):
Full list of the references included in the dissertation:
- Abelson, H. (2008). The creation of OpenCourseWare at MIT. Journal of Science Education and Technology, 17(2), 164-174.
- Abowd, G., Atkeson, C., Brotherton, J., Enqvist, T., Gulley, P., & LeMon, J. (1998). Investigating the capture, integration and access problem of ubiquitous computing in an educational setting. Paper presented at the SIGCHI conference on Human factors in computing systems, Los Angeles, California, United States.
- Abowd, G., Atkeson, C., Feinstein, A., Hmelo, C., Kooper, R., Long, S., . . . Tani, M. (1996). Teaching and learning as multimedia authoring: the classroom 2000 project. Paper presented at the fourth ACM international conference on Multimedia, Boston, Massachusetts, United States.
- Abowd, G., Brotherton, J., & Bhalodia, J. (1998). Classroom 2000: a system for capturing and accessing multimedia classroom experiences. Paper presented at the CHI 98 conference on Human factors in computing systems, Los Angeles, California, United States.
- Advanced Distributed Learning. (2004). SCORM Run-Time Environment Version 1.3 Retrieved 16-9-2010, from http://www.adlnet.org/
- Allers, J. (2007). Triple L evaluatie – Pilot UvA. Amsterdam: UvA.
- Anderson, T. H., & Armbruster, B. B. (1986). The value of taking notes during lectures. Cambridge, Massachusetts: University of Illinois.
- ANP. (2012, 12-8-2012). Piratenpartij wil colleges op internet hebben [Pirate Party wants lectures on the Internet], Volkskrant. Retrieved from http://www.volkskrant.nl/vk/nl/5288/Onderwijs/article/detail/3299998/2012/08/12/Piratenpartij-wil-colleges-op-internet-hebben.dhtml
- Arnold, H. J., & Feldman, D. C. (1981). Social desirability response bias in self-report choice situations. Academy of Management Journal, 24(2), 377-385.
- Arons, B. (1997). SpeechSkimmer: a system for interactively skimming recorded speech. ACM Transactions on Computer-Human Interaction (TOCHI), 4(1), 3-38. doi: http://doi.acm.org/10.1145/244754.244758
- Badger, R., White, G., Sutherland, P., & Haggis, T. (2001). Note perfect: an investigation of how students view taking notes in lectures. System, 29(3), 405-417.
- Baecker, R. M., Moore, G., & Zijdemans, A. (2003). Reinventing the lecture: Webcasting made interactive. Paper presented at the Proceedings of HCI International 2003, Crete.
- Baker, R. S. J. d., Penelope, P., Eva, B., & Barry, M. (2010). Data Mining International Encyclopedia of Education (pp. 112-118). Oxford: Elsevier.
- Bateman, S., Brooks, C., McCalla, G., & Brusilovsky, P. (2007). Applying collaborative tagging to e-learning. Proc. of ACM WWW, 3(4).
- Behr, A. L. (1988). Exploring the lecture method: An empirical study. Studies in Higher Education, 13(2), 189-200.
- Belanger, Y. (2005). Duke University iPod first year experience final evaluation report. Durham: Center for Instructional Technology.
- Bell, T., Cockburn, A., McKenzie, B., & Vargo, J. (2001). Digital Lectures: If You Make Them, Will Students Use Them? Constraints on Effective Delivery of Flexible Learning Systems. Interactive Multimedia Electronic Journal of Computer-Enhanced Learning, 3(2).
- Ben Youssef, A., & Dahmani, M. (2010). The impact of ICT’s on students’ performance in Higher Education: Direct effects, Indirect effects and Organizational change.
- Bergmann, J., Overmyer, J., & Willie, B. (2011). The Flipped Class: Myths vs. Reality. The Daily Riff, (June 21). Retrieved from http://www.thedailyriff.com/articles/the-flipped-class-conversation-689.php
- Bergmann, J., & Sams, A. (2012). Flip Your Classroom: Reach Every Student in Every Class Every Day. Washington, DC: International Society for Technology in Education.
- Bligh, D. (1998). What is the Use of Lectures? (5 ed.). Bristol, UK: Intellect Books.
- Bregman, R. (2013, 2-1-2013). Hoogleraar: verplaats colleges naar het internet [Professor: move lectures to the internet], Volkskrant. Retrieved from http://www.volkskrant.nl/vk/nl/5288/Onderwijs/article/detail/3371083/2013/01/02/Hoogleraar-verplaats-colleges-naar-het-internet.dhtml
- Brotherton, J., & Abowd, G. (2004). Lessons learned from eClass: Assessing automated capture and access in the classroom. ACM Transactions on Computer-Human Interaction (TOCHI), 11(2), 121–155.
- Brown, F., & Brown, Y. (1994). Distance education around the world. In B. Willis (Ed.), Distance education: Strategies and tools (pp. 3-39). Englewood Cliffs, New Jersey: Educational Technology Publications.
- Brown, G., & Bakhtar, M. (1988). Styles of Lecturing: A Study and Its Implications. Research Papers in Education, 3(2), 131-153.
- Brown, G., & Manogue, M. (2001). Refreshing lecturing: a guide for lecturers. AMEE Medical Education Guide No 22. Medical Teacher, 23, 231-244.
- Burby, J., Brown, A., & Committee, W. S. (2007). Web Analytics Definitions. Washington DC: Web Analytics Association.
- Campbell, D. T., & Fiske, D. W. (1959). Convergent and discriminant validation by the multitrait-multimethod matrix. Psychological Bulletin, 56(2), 81-105.
- Campbell, G. (2005). There’s something in the air: Podcasting in education. EDUCAUSE Review, 40(6), 33–44.
- Campbell, J. P., & Oblinger, D. G. (2007). Academic Analytics. Washington, D.C.: Educause.
- Chan, A., Lee, M., & McLoughlin, C. (2006). Everyone's learning with podcasting: A Charles Sturt University experience. Paper presented at the Proceedings of the 23rd Annual Conference of the Australasian Society for Computers in Learning in Tertiary Education: Who’s Learning? Whose Technology?, Sydney, Australia.
- Chang, S. (2007). Academic perceptions of the use of Lectopia: A University of Melbourne example. Paper presented at the Ascilite conference 2007, Singapore.
- Chaudron, C., & Richards, J. C. (1985). The Effect of Discourse Markers on the Comprehension of Lectures. Applied Logistics, 7(2), 113-127.
- Cohen, L., Manion, L., & Morrison, K. (2007). Research methods in education (sixth ed.). New York, NY: Routledge.
- Collegerama. (2012) Retrieved 28-8-2012, from http://www.collegerama.nl/live/
- Cormier, D., & Siemens, G. (2010). The Open Course: Through the Open Door--Open Courses as Research, Learning, and Engagement. EDUCAUSE Review, 45(4), 30-32.
- Craig, J., Brittan-Powell, C., El-Haggan, A., Gregory, S., & Braha, H. (2009). Lecture Capture Systems - Are They Worth It? Paper presented at the Mid-Atlantic Regional Conferences.
- Day, J. (2008). Investigating Learning With Web lectures. PhD diss., Georgia Institute of Technology, Atlanta, Georgia, US. Retrieved from http://hdl.handle.net/1853/22627
- De Backer, G. (2012). PHP Dutch Stemmer Retrieved 10-12-2012, from http://code.google.com/p/php-dutch-stemmer/
- de Boer, J., Kommers, P. A. M., & de Brock, B. (2011). Using learning styles and viewing styles in streaming video. Computers & Education, 56(3), 727-735. doi: http://dx.doi.org/10.1016/j.compedu.2010.10.015
- Deal, A. (2007). Lecture Webcasting, A Teaching with Technology White Paper: Carnegie Mellon University.
- Dekker, P., & Allers, J. (2007). Overall Evaluatieverslag Triple L pilots [Overall Evaluation Report Triple L pilots]. Amsterdam: Triple L.
- Delicious. Retrieved 21-1-2013, from https://delicious.com/
- Deming, W. E. (1944). On Errors in Surveys. American Sociological Review, 9(4), 359-369.
- Denzin, N. (1970). Strategies of multiple triangulation. In N. K. Denzin (Ed.), The Research Act in Sociology: A Theoretical Introduction to Sociological Methods (pp. 297-313). London: Butterworth.
- Denzin, N. (2006). Sociological Methods: A Sourcebook (5th ed.). Piscataway, New Jersey: Transaction Publishers.
- Echo 360. (2012). Student Usage Reporting. EchoSystem 5.1 Documentation Retrieved 28-8-2012, from http://confluence.echo360.com/display/51/Student+Usage+Reporting
- Elias, T. (2011). Learning Analytics: Defintions, Processes and Potential: Athabasa University.
- Entwistle, N., Hanley, M., & Hounsell, D. (1979). Identifying distinctive approaches to studying. Higher Education, 8(4), 365-380.
- Exley, K., & Dennick, R. (2004). Giving a lecture: From presenting to teaching. New York, NY: Routledge/Falmer.
- Fardon, M. (2003). Internet streaming of lectures; a matter of style. Paper presented at the Conference Proceedings of Educause in Australasia, Adelaide, Australia.
- Filius, R. (2008). De huiskamer als cursuslokaal, flexibel leren met weblectures [The living room as a classroom, flexible learning using weblectures]. Develop, 4, 30-41.
- Filius, R., & Lam, I. (2009). Rapport Evaluatie weblectures Universiteit Utrecht [Report Evaluation weblectures Utrecht University]. Utrecht: Utrecht University.
- Fontys. (2013). About Fontys, from http://fontys.edu/about.fontys/default.aspx
- Frederick, P. J. (1986). The lively lecture: 8 variations. College Teaching, 43-50.
- Geerligs, J., Mittendorff, K., & Nieuwenhuis, L. (2004). Succesvol innoveren van (beroeps) onderwijs [Successful innovation of (vocational) education.]: Wageningen: Stoas.
- Gibson, J. J. (1979). The Theory of Affordances The Ecological Approach to Visual Perception (pp. 127-129). Hillsdale, New Jersey: Lawrence Erlbaum Associates.
- Golder, S. A., & Huberman, B. A. (2005). The structure of collaborative tagging systems: HP.com.
- Golder, S. A., & Huberman, B. A. (2006). Usage patterns of collaborative tagging systems. Journal of information science, 32(2), 198-208.
- Gorissen, P., van Bruggen, J. M., & Jochems, W. (2012a). Analysing Students' Use of Recorded Lectures through Methodological Triangulation. Paper presented at the Workshop on Learning Technology for Education in Cloud (LTEC'12), Salamanca, Spain.
- Gorissen, P., van Bruggen, J. M., & Jochems, W. (2012b). Students and recorded lectures: Survey on current use and demands for higher education. Research in Learning Technology, 20(3), 297-311.
- Gorissen, P., van Bruggen, J. M., & Jochems, W. (2012c). Usage Reporting on Recorded Lectures using educational data mining. International Journal of Learning Technology, 7(1), 23-40. doi: 10.1504/IJLT.2012.046864
- Gorissen, P., van Bruggen, J. M., & Jochems, W. (2013). Methodological triangulation of the students’ use of recorded lectures. International Journal of Learning Technology, 8(1), 20-40.
- Gosper, M., Green, D., McNeill, M., Phillips, R., Preston, G., & Woo, K. (2008). The Impact of Web-Based Lecture Technologies on Current and Future Practices in Learning and Teaching. Strawberry Hills, NSW, Australia: Australian Learning & Teaching Council.
- Gruber, T. R. (1993). A translation approach to portable ontology specifications. Knowledge acquisition, 5(2), 199-220.
- Guy, M., & Tonkin, E. (2006). Tidying up tags. D-Lib Magazine, 12(1), 1082-9873.
- Hall, D. (2009). MyMedia Student Evaluation 2009. Adelaide, Australia: Centre for Learning and Professional Development, University of Adelaide.
- Harley, D., Henke, J., Lawrence, S., McMartin, F., Maher, M., Gawlik, M., & Muller, P. (2003). Costs, Culture, and Complexity: An Analysis of Technology Enhancements in a Large Lecture Course at UC Berkeley. Berkeley: University of California.
- Hermann, C., Hürst, W., & Welte, M. (2006). The electure-portal: an advanced archive for lecture recordings. Informatics Education Europe.
- Hoven, T. (2013, 4-1-2013). Online studeren? Dat is pas ouderwets [Study online? Now that is old-fashioned], Volkskrant. Retrieved from http://www.volkskrant.nl/vk/nl/4884/Bezuinigingen-in-het-hoger-onderwijs/article/detail/3372116/2013/01/04/Online-studeren-Dat-is-pas-ouderwets.dhtml
- Hürst, W. (2003). Indexing, searching, and skimming of multimedia documents containing recorded lectures and live presentations. Paper presented at the Eleventh ACM international Conference on Multimedia, Berkeley, CA, USA.
- Hürst, W., Lauer, T., Bürfent, C., & Götz, G. (2005). Forward and Backward Speech Skimming with the Elastic Audio Slider. Paper presented at the Proceedings of HCI 2005.
- Hürst, W., Lauer, T., & Götz, G. (2005). Audio-visual data skimming for e-learning applications. Paper presented at the Proceedings of the 19th British HCI Group Annual Conference (HCI 2005), Edinburgh, UK.
- Hurtado, S., Eagan, K., Pryor, J. H., Whang, H., & Tran, S. (2012). Undergraduate Teaching Faculty: The 2010–2011 HERI Faculty Survey (pp. 104). Los Angeles, USA: University of California.
- Isaacs, G. (1994). Lecturing practices and note-taking purposes. Studies in Higher Education, 19(2), 203-216.
- Janssen, M., & Dekker, P. (2007). Evaluatierapport experiment webcolleges 2006/2007 [Evaluation report Weblecture Experiment 2006/2007]. Amsterdam: Hogeschool van Amsterdam.
- Jones, S. E. (2007). Reflections on the lecture: outmoded medium or instrument of inspiration? Journal of Further and Higher Education, 31(4), 397-406. doi: 10.1080/03098770701656816
- Kamabathula, V. K., & Iyer, S. (2011). Automated Tagging to Enable Fine-Grained Browsing of Lecture Videos. Paper presented at the IEEE International Conference on Technology for Education (T4E) 2011 Chennai, India.
- Kiewra, K. (1989). A review of note-taking: The encoding-storage paradigm and beyond. Educational Psychology Review, 1(2), 147-172. doi: 10.1007/bf01326640
- Kishi, C., & Traphagan, T. (2007). Lecture webcasting at the University of Texas at Austin. Paper presented at the Proceedings of the 23rd Annual Conference on Distance Teaching & Learning, Madison, Wisconsin, USA.
- Kopcha, T. J., & Sullivan, H. (2007). Self-presentation bias in surveys of teachers’ educational technology practices. Educational technology research and development, 55(6), 627-646.
- Koyun, H. (2007). Logging Model for Windows Media Services Retrieved 01-09-2009, from http://www.microsoft.com/windows/windowsmedia/howto/articles/loggingmodel.aspx
- Kraaij, W., & Pohlmann, R. (1994). Porter’s stemming algorithm for Dutch. Informatiewetenschap, 167-180.
- Lampi, F., Kopf, S., Benz, M., & Effelsberg, W. (2007). An automatic cameraman in a lecture recording system. Paper presented at the Proceedings of the international workshop on Educational multimedia and multimedia education, Augsburg, Bavaria, Germany.
- Lane, B. (2008). Uni students say no to podcasts. Australian IT. Retrieved from http://www.australianit.news.com.au/story/0,24897,24323671-15306,00.html
- Laurillard, D. (2002). Rethinking university teaching: A framework for the effective use of educational technology: Routledge London.
- Laurillard, D. (2005). Styles and Approaches in Problem-Solving. In F. Marton, D. Hounsell & N. Entwistle (Eds.), The Experience of Learning: Implications for teaching and studying in higher education (pp. 126-144). Edinburgh: University of Edinburgh, Centre for Teaching, Learning and Assessment.
- Leoni, K., & Lichti, S. (2009). Lecture Capture in Higher Education. Evanston: Northwestern University.
- Liu, Q., Rui, Y., Gupta, A., & Cadiz, J. (2001). Automating camera management for lecture room environments. Paper presented at the Proceedings of the SIGCHI conference on Human factors in computing systems, Seattle, Washington, United States.
- Manning, C. D., & Schütze, H. (1999). Foundations of statistical natural language processing: MIT press.
- Markines, B., Cattuto, C., Menczer, F., Benz, D., Hotho, A., & Stumme, G. (2009). Evaluating similarity measures for emergent semantics of social tagging.
- Marlow, C., Naaman, M., Boyd, D., & Davis, M. (2006). Position paper, tagging, taxonomy, flickr, article, toread. Paper presented at the Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland.
- Mathes, A. (2004). Folksonomies-cooperative classification and communication through shared metadata. Computer Mediated Communication, 47(10).
- McAuley, A., Stewart, B., Siemens, G., & Cormier, D. (2010). The MOOC model for digital practice. SSHRC Knowledge Synthesis Grant on the Digital Economy.
- Mertens, R., Schneider, H., Müller, O., & Vornberger, O. (2004). Hypermedia Navigation Concepts for Lecture Recordings. Paper presented at the World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education 2004, Chesapeake, VA.
- O'Reilly, T. (2005). What is Web 2.0: Design Patterns and Business Models for the Next Generation of Software. Communications & Strategies(65), 17.
- Opencast project. (2010). Roles Involved in Coursecasting Retrieved 02-16-2010, from http://www.opencastproject.org/wiki/roles_involved_coursecasting
- Phillips, R. (2005). Challenging the primacy of lectures: The dissonance between theory and practice in university teaching. Journal of University Teaching & Learning Practice, 2(1), 2.
- Phillips, R., Preston, G., Roberts, P., Cumming-Potvin, W., Herrington, J., Maor, D., & Gosper, M. (2010). Using academic analytic tools to investigate studying behaviours in technology-supported learning environments. Paper presented at the Ascilite 2010, Sidney.
- Porter, M. F. (1997). An algorithm for suffix stripping. In K. Sparck Jones & P. Willett (Eds.), Readings in information retrieval (pp. 313-316): Morgan Kaufmann Publishers.
- Porter, M. F. (2001). Snowball: A language for stemming algorithms Retrieved 10-12-2012, from http://snowball.tartarus.org/texts/introduction.html
- Preston, G., Phillips, R., Gosper, M., McNeill, M., Woo, K., & Green, D. (2010). Web-based lecture technologies: Highlighting the changing nature of teaching and learning. Australasian Journal of Educational Technology, 26(6), 717-728.
- Read, B. (2005). Lectures on the Go. Information Technology, The Chronicle of Higher Education. Retrieved from http://chronicle.com/article/Lectures-on-the-Go/7794
- Romero, C., Ventura, S., Pechenizkiy, M., & Baker, R. S. J. D. (2011). Handbook of Educational Data Mining. Boca Raton, FL: Chapmann & Hall/CRC Press.
- Russell, K., Fass, H., & Bloothooft, G. (2008). Rapportage project Weblectures [Report project weblectures]. Utrecht: Utrecht University.
- Russell, K., Filius, R., & te Pas, S. (2007). Verslag Grassroots project Opnemen en uitzenden van hoorcolleges voor studenten met een handicap [Report Grassroots project Recording and broadcasting of weblectures for students with disabilities]. Utrecht: Utrecht University.
- Sanchez, D. (2008). Class Capture at the University of New Mexico. University of New Mexico. Albuquerque, NM, USA.
- Schok, M. (2007). Videocolleges op de TU/e [Recorded lectures at the TU/e]. SURFnet Expertiseseminar: Streaming video in de onderwijspraktijk [SURFnet Expert seminar: streaming video in practice]. Presentation. Utrecht, The Netherlands. Retrieved from http://www.surfnet.nl/nl/bijeenkomsten/archief/Pages/bijeenkomst_188694.aspx
- Sheard, J. (2011). Basics of Statistical Analysis of Interactions. Data from Web-Based Learning Environments. In C. Romero, S. Ventura, M. Pechenizkiy & R. S. J. D. Baker (Eds.), Handbook of Educational Data Mining (pp. 27-40). Boca Raton, FL: Chapmann & Hall/CRC Press.
- Sheard, J., Ceddia, J., Hurst, J., & Tuovinen, J. (2003). Determining website usage time from interactions: Data preparation and analysis. Journal of Educational Technology Systems, 32(1), 101-121.
- Sheard, J., Ceddia, J., Hurst, J., & Tuovinen, J. (2003). Inferring Student Learning Behaviour from Website Interactions: A Usage Analysis. Education and Information Technologies, 8(3), 245-266.
- Sheely, S. (2006). Persistent technologies: Why can't we stop lecturing online? Paper presented at the Proceedings of the 23rd Annual Conference of the Australasian Society for Computers in Learning in Tertiary Education: Who’s Learning? Whose Technology?, Adelaide, Australia.
- Sieber, S. D. (1973). The Integration of Fieldwork and Survey Methods. American Journal of Sociology, 78(6), 1335-1359.
- Siemens, G. (2010). What are Learning Analytics. Elearningspace - Learning, Networks, Knowledge, Technology, Community Retrieved 10-12-2011, from http://www.elearnspace.org/blog/2010/08/25/what-are-learning-analytics/
- Smith, C., & Whiteley, H. (2002). Learners, Learning Styles and Learning Media. Paper presented at the The New Educational Benefits of ICT in Higher Education: Proceedings (2002), Rotterdam.
- Smith, H. W. (1975). Strategies of Social Research: The Methodological Imagination. London: Prentice Hall.
- Sonicfoundry. (2010). MediaSite Retrieved 11/15/2010, from http://www.sonicfoundry.com/mediasite/
- Srinivas, G., Tandon, N., & Varma, V. (2010). A weighted tag similarity measure based on a collaborative weight model. Paper presented at the Proceedings of the 2nd international workshop on Search and mining user-generated contents.
- Traphagan, T. (2005a). Class Lecture Webcasting, Fall 2004 and Spring 2005: A Case Study. Austin: University of Texas.
- Traphagan, T. (2005b). Class Lecture Webcasting, Fall 2004 and Spring 2005: A Case Study - Program Evaluation Report. Austin, Texas, USA: University of Texas.
- Traphagan, T. (2006a). Class Lecture Webcasting, Fall 2004, Spring 2005, and Fall 2005: Summary of Three Case Studies. Austin, Texas, USA: University of Texas.
- Traphagan, T. (2006b). Class Lecture Webcasting, Fall 2005: A Case Study. Austin, Texas, USA: University of Texas.
- Traphagan, T., Kucsera, J., & Kishi, K. (2010). Impact of class lecture webcasting on attendance and learning. Educational technology research and development, 58(1), 19-37. doi: 10.1007/s11423-009-9128-7
- Trigwell, K., Prosser, M., & Waterhouse, F. (1999). Relations between teachers' approaches to teaching and students' approaches to learning. Higher Education, 37(1), 57-70.
- TU/e. (2010). Facts and Figures Edition 2010.
- Udell, J. (2004). Name that genre: screencast Retrieved 01/01/2009, from http://weblog.infoworld.com/udell/2004/11/15.html#a1114
- van Gemert, E. (2013, 4-1-2013). Het hoorcollege is een inspiratie voor student én docent [The lecture is a source of inspiration for both students and teachers], Volkskrant. Retrieved from http://www.volkskrant.nl/vk/nl/3184/opinie/article/detail/3371823/2013/01/04/Het-hoorcollege-is-een-inspiratie-voor-student-en-docent.dhtml
- van Hoof, S. (2013, 5-1-2013). Goed onderwijs is gebaat bij regelmatig contact tussen docent en student [Good education will benefit from regular contact between teacher and student], Volkskrant.
- Vander Wal, T. (2007). Folksonomy Retrieved 21-1-2013, from http://vanderwal.net/folksonomy.html
- Veeramani, R., & Bradly, S. (2008). Insights regarding undergraduate preference for lecture capture. Madison, WI, USA: University of Wisconsin-Madison E-Business Institute.
- Velsen, L., & Melenhorst, M. (2008). User Motives for Tagging Video Content.
- Verburg, J. (2010). Live & Social Tagging van Weblectures [Live and Social Tagging of Weblectures]. Hogeschool Utrecht, Utrecht.
- Westera, W. (2008). The Problem of Web Lectures. Retrieved from http://hdl.handle.net/1820/1466
- Wieling, M. (2008). De effecten van het aanbieden van videocolleges als aanvulling op de reguliere hoorcolleges binnen de Faculteit Rechten [The effects of recorded lectures as a supplement to regular lectures at the Law department]. Groningen University. Groningen, Netherlands.
- Williams, J., & Fardon, M. (2007a). Perpetual Connectivity: Lecture Recordings and Portable Media Players. Paper presented at the Proceedings ascilite Singapore 2007, Singapore.
- Williams, J., & Fardon, M. (2007b). Recording lectures and the impact on student attendance. Paper presented at the Alt-C 2007. http://cmalt.com/altc2007/timetable/files/1064/2007_AltC_Williams_Attendance.pdf
- Winne, P. H., & Jamieson-Noel, D. (2002). Exploring students’ calibration of self reports about study tactics and achievement. Contemporary Educational Psychology, 27(4), 551-572. doi: http://dx.doi.org/10.1016/S0361-476X(02)00006-1
- Witten, I. H., & Frank, E. (2002). Data mining: practical machine learning tools and techniques with Java implementations. ACM SIGMOD Record, 31(1), 76-77.
- Woo, K., Gosper, M., McNeill, M., Preston, G., Green, D., & Phillips, R. (2008). Web-based lecture technologies: blurring the boundaries between face-to-face and distance learning. ALT-J, 16(2), 81-93.
- Zhang, C., Crawford, J., Rui, Y., & He, L. (2005). An automated end-to-end lecture capturing and broadcasting system. Paper presented at the Proceedings of the 13th annual ACM international conference on Multimedia, Hilton, Singapore.
- Zhang, C., Rui, Y., Crawford, J., & He, L. (2008). An automated end-to-end lecture capture and broadcasting system. ACM Transactions on Multimedia Computing, Communications, and Applications, 4(1), 1-23. doi: http://doi.acm.org/10.1145/1324287.1324293
- Ziewer, P. (2004). Navigational Indices and Full-Text Search by Automated Analyses of Screen Recorded Data. Paper presented at the World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education 2004, Chesapeake.
- Zupancic, B. (2006). Vorlesungsaufzeichnungen und digitale Annotationen: Einsatz und Nutzen in der Lehre [Lecture recording and digital annotations: Use and Benefits in Teaching]. PhD diss., Universität Freiburg, Fakultät für Angewandte Wissenschaften, Freiburg, Germany.