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Active Learning in Digital Heritage: Introducing Geo-localisation, VR and AR at Holocaust Historical Sites

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Digital Holocaust Memory, Education and Research

Abstract

Currently, Holocaust history education faces two challenges: the authentication and availability of its information and the need for more effective pedagogical methods for Historical and Cultural Learning. This study presents the impact of the Future Memory tablet application which combines the active, embodied exploration of historical information with geo-localised presentation using virtual and augmented reality technology. We report three recent studies where the application was tested with a total of 147 participants. The results confirm that active, embodied exploration of historical information facilitates learning more as compared to standard exhibitions. In addition, our results show that memory consolidation and learning is facilitated by prior knowledge while negative emotions can have a detrimental effect on learning outcomes. Lastly, our results show that combining historical information with a spatialised VR/AR environment leads to significantly better learning outcomes as compared to using a spatial representation alone. These results provide strong support for the model of Historical and Cultural Learning pursued in the Future Memory project, which grounds the learning experience in the situated, active and individualised engagement with historical sources.

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References

  • Aleven, V., Roll, I., McLaren, B. M., & Koedinger, K. R. (2016). Help Helps, But only so Much: Research on Help Seeking with Intelligent Tutoring Systems. International Journal of Artificial Intelligence in Education, 26(1). https://doi.org/10.1007/s40593-015-0089-1

  • Azuma, R. T. (1997). A Survey of Augmented Reality. Presence: Teleoperators and Virtual Environments, 6(4), 355–385.

    Google Scholar 

  • Barth, C. M., & Funke, J. (2010). Negative Affective Environments Improve Complex Solving Performance. Cognition and Emotion, 7, 1259–1268.

    Google Scholar 

  • Beck, J. (2006). Using Learning Decomposition to Analyse Student Fluency Development. ITS2006 Educational Data Mining Workshop.

    Google Scholar 

  • Bell, M. A., & Cuevas, K. (2013). Using EEG to Study Cognitive Development: Issues and Practices. Journal of Cognition and Development, 13(3), 1–11.

    Google Scholar 

  • Bernardet, U., Väljamäe, A., Inderbitzin, M., Wierenga, S., Mura, A., & Verschure, P. F. M. J. (2011). Quantifying Human Subjective Experience and Social Interaction Using the eXperience Induction Machine. Brain Research Bulletin, 85(5).

    Google Scholar 

  • Billinghurst, M., Cheok, A., Prince, S., & Kato, H. (2002). Real World Teleconferencing. IEEE Computer Graphics and Applications, 22(6), 11–13.

    Google Scholar 

  • Bisby, J. A., Aidan, J. Horner, Daniel, Bush, & Neil, Burgess. (2018). Negative Emotional Content Disrupts the Coherence of Episodic Memories. Journal of Experimental Psychology: General, 147(2), 243.

    Google Scholar 

  • Blancas, M., et al. (Under Review). Learning Phases as Expressed in the Performance of Primary-School Children in a Mathematical Task. The Journal of Experimental Education.

    Google Scholar 

  • Brooks, J. J. G., & Brooks, M. G. (1999). In Search of Understanding: The Case for Constructivist Classrooms. Association for Supervision and Curriculum Development, 1–136.

    Google Scholar 

  • Bruner, J. S. (1990). Acts of Meaning (Vol. 3). Harvard University Press.

    Google Scholar 

  • Brusilovsky, P. (1996). Methods and Techniques of Adaptive Hypermedia. User Modeling and User-Adapted Interaction, 6(2–3), 87–129.

    Google Scholar 

  • Buzsáki, G., & Moser, E. I. (2013). Memory, Navigation and Theta Rhythm in the Hippocampal-Entorhinal System. Nature Neuroscience, 16(2), 130.

    Google Scholar 

  • Chrastil, E. R., & Warren, W. H. (2012). Active and Passive Contributions to Spatial Learning. Psychonomic Bulletin & Review, 19(1), 1–23.

    Google Scholar 

  • Clark, D. B., Tanner-Smith, E. E., & Killingsworth, S. S. (2016). Digital Games, Design, and Learning: A Systematic Review and Meta-Analysis. Review of Educational Research, 86(1), 79–122.

    Google Scholar 

  • Conati, C., & X. Zhou (2002). ‘Modeling Students’ Emotions from Cognitive Appraisal in Educational Games. International Conference on Intelligent Tutoring Systems (pp. 944–954).

    Google Scholar 

  • Copeland, T. (2006). Constructing Pasts: Interpreting the Historic Environment. In A. Hems & M. R. Blockley (Eds.), Heritage Interpretation (pp. 83–95). Routledge.

    Google Scholar 

  • El-Hakim, S., Beraldin, J., & Godin, G. (2009). Detailed 3D Reconstruction of Large-Scale Heritage Sites with Integrated Techniques. IEEE Computer Graphics and Applications, 21–38.

    Google Scholar 

  • Else-Quest, N. M., Higgins, A., Allison, C., & Morton, L. C. (2012). Gender Differences in Self-Conscious Emotional Experience: A Meta-Analysis. Psychology Bulletin, 138(5), 947–981.

    Google Scholar 

  • Engel, A. K., Friston, K. J., & Kragic, D. (2016). The Pragmatic Turn: Toward Action-Oriented Views in Cognitive Science. MIT Press.

    Google Scholar 

  • Feiner, S., MacIntyre, B., Höllerer, T., & Webster, A. (1997). A Touring Machine: Prototyping 3D Mobile Augmented Reality Systems for Exploring the Urban Environment. In Proc. of ISWC 1997.

    Google Scholar 

  • Ferguson, T. J., & Stegge, H. (1998). Measuring Guilt in Children: A Rose by Any Other Name Still Has Thorns. In J. Bybee (Ed.), Guilt and Children (pp. 19–74). Academic Press.

    Google Scholar 

  • Foster, S., Pettigrew, A., Pearce, A., Burgess, R. H. A., Salmons, P., & Lenga, R.-A. (2016). What Do Students Know and Understand About the Holocaust? UCL Press.

    Google Scholar 

  • Girasoli, A. J., & Hannafin, R. D. (2008). Using Asynchronous AV Communication Tools to Increase Academic Self-Efficacy. Computers and Education, 51(4), 1676–1682.

    Google Scholar 

  • Grant, P., & Basye, D. (2014). Personalized learning. A Guide for Engaging Students with Technology. International Society for Technology in Education.

    Google Scholar 

  • Harland, T. (2012). University Teaching. University Teaching. Routledge.

    Google Scholar 

  • Helmholtz, H. (1896). Vortrage und Reden. Vieweg.

    Google Scholar 

  • Hoffman, M. L. (1987). The Contribution of Empathy to Justice and Moral Judgment. In N. Eisenberg & J. Strayer (Eds.), Empathy and Its Development (pp. 47–80). Cambridge University Press.

    Google Scholar 

  • Isen, A. M., & Labroo, A. A. (2012). Some Ways in Which Positive Affect Facilitates Decision Making and Judgment. In E. Michael Lewis, J. M. Haviland-Jones, & L. Feldman Barrett (Eds.), Emerging Perspectives on Judgment and Decision Research (pp. 365–393). Cambridge University Press.

    Google Scholar 

  • Khine, M. S., & Saleh, I. M. (Eds.). (2010). New Science of Learning. Springer.

    Google Scholar 

  • Knutov, E., De Bra, P., & Pechenizkiy, M. (2009). AH 12 Years Later: A Comprehensive Survey of Adaptive Hypermedia Methods and Techniques. New Review of Hypermedia and Multimedia, 15(1), 5–38.

    Google Scholar 

  • Koedinger, K. R., & Anderson, J. R. (1997). Intelligent Tutoring Goes to School in the Big City. International Journal of Artificial Intelligence in Education, 8, 30–43.

    Google Scholar 

  • Kraemer, H. (2013). Interdependence and Consequence: En Route toward a Grammar of Hypermedia Communication Design. In O. Grau (Ed.), Imagery in the 21st Century (pp. 289–305). MIT Press.

    Google Scholar 

  • Lallee, S., & Verschure, P. F. M. J. (2015). How? Why? What? Where? When? Who? Grounding Ontology in the Actions of a Situated Social Agent. Robotics, 4(2), 169–193.

    Google Scholar 

  • Law, E. L.-C., & Sun, X. (2012). Evaluating User Experience of Adaptive Digital Educational Games with Activity Theory. International Journal of Human-Computer Studies, 70(7), 478–497.

    Google Scholar 

  • Lessiter, J., Freeman, J., & Davidoff, J. (2001). A Cross-Media Presence Questionnaire: The ITC-Sense of Presence Inventory. Presence: Teleoperators and Virtual Environments, 10(3), 282–297.

    Google Scholar 

  • Maguire, E. A., Frith, C. D., & Morris, R. G. M. (1999). The Functional Neuroanatomy of Comprehension and Memory: The Importance of Prior Knowledge. Brain, 122(10), 1839–1850.

    Google Scholar 

  • Mathias, M., Zhou, F., Torres-Moreno, J.-M., Josselin, D., Poli, M.-S., & Linhares, A. C. (2017). Personalised Sightseeing Tours: A Model for Visits in Art Museums. International Journal of Geographical Information Science, 31(3), 591–616.

    Google Scholar 

  • McCullough, M. (2004). Digital Ground. MIT Press.

    Google Scholar 

  • Mello, S. K. D., Craig, S. D., Witherspoon, A., McDaniel, B., & Graesser, A. (2008). Automatic Detection of Learner' S Affect from Conversational Cues. User Modeling and User-Adapted Interaction, 1, 45–80.

    Google Scholar 

  • Milgram, P., & Kishino, F. (1994). A Taxonomy of Mixed Reality Visual Displays. IEICE TRANSACTIONS on Information and Systems, 77(12), 1321–1329.

    Google Scholar 

  • Mintzes, J. J., Wandersee, J. H., & Novak, J. D. (2005). Teaching Science for Understanding: A Human Constructivist View. Academic Press.

    Google Scholar 

  • Narumi, T., Hayashi, O., Kasada, K., Yamazaki, M., Tanikawa, T., & Hirose, M. (2011). Digital Diorama: Augmented Reality Exhibition System to Convey Background Information for Museums. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6773, 76–86.

    Google Scholar 

  • Novin, S., & Rieffe, C. (2015). Validation of the Brief Shame and Guilt Questionnaire for Children. Personality and Individual Differences, 85, 56–59.

    Google Scholar 

  • Nawijn, J., & Fricke, M. C. (2015). Visitor Emotions and Behavioral Intentions: The case of Concentration Camp Memorial Neuengamme. International Journal of Tourism Research, 17(3), 221–228. Chicago.

    Google Scholar 

  • Nawijn, J., Isaac, R. K., Gridnevskiy, K., & Van Liempt, A. (2018). Holocaust Concentration Camp Memorial Sites: Anexploratory Study into Expected Emotional Response. Current Issues in Tourism, 21(2), 175–190.

    Google Scholar 

  • Oliva, L. S., Mura, A., Betella, A., Pacheco, D., Bueno, E. M., Verschure, P. (n.d.). Recovering the History of Bergen Belsen Using an Interactive 3D Reconstruction in a Mixed Reality Space The Role of Pre-Knowledge on Memory Recollection. http://specs.upf.edu

  • Oliva, L. S., Mura, A., Betella, A., Pacheco, D., Martinez, E., & Verschure, P. (2015). Recovering the History of Bergen Belsen Using an Interactive 3D Reconstruction in a Mixed Reality Space the Role of Pre-knowledge on Memory Recollection. Digital Heritage, 1, 163–165.

    Google Scholar 

  • Olsen, J. K., Belenky, D. M., Aleven, V., Rummel, N., Sewall, J., & Ringenberg, M. (2014). Authoring Tools for Collaborative Intelligent Tutoring System Environments. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8474, 523–528.

    Google Scholar 

  • Pacheco, D., Sánchez-Fibla, M., Duff, A., & Verschure, P. F. M. J. (2017). A Spatial-Context Effect in Recognition Memory. Frontiers in Behavioral Neuroscience, 11, 1–9.

    Google Scholar 

  • Pacheco, D., & Verschure, P. F. M. J. (2018). Long-Term Spatial Clustering in Free Recall. Memory, 26(6), 798–806.

    Google Scholar 

  • Pacheco, D., Wierenga, S., Omedas, P., Oliva, L. S., Wilbricht, S., Billib, S., Knoch, H., & Verschure, P. (2016). A Location-Based Augmented Reality System for the Spatial Interaction with Historical Datasets. Digital Heritage International Congress, 2015, 393–396.

    Google Scholar 

  • Pacheco, D., Wierenga, S., Omedas, P., Wilbricht, S., Knoch, H., & Verschure, P. F. M. J. (2014). Spatialising Experience: A Framework for the Geolocalisation, Visualisation and Exploration of Historical Data Using Virtual Reality/Augmented Reality Technologies Categories and Subject Descriptors. In Virtual Reality International Conference—Laval. Association for Computing Machinery. https://doi.org/10.1145/2617841.2617842

    Chapter  Google Scholar 

  • Pintrich, P. (2004). A Conceptual Framework for Assessing Motivation and SRL in College Students. Educational Psychology Review, 16(4), 385–407.

    Google Scholar 

  • Porayska-Pomsta, K., Mavrikis, M., D'Mello, S., Conati, C., & Baker, R. S. J. D. (2013). Knowledge Elicitation Methods for Affect Modelling in Education. International Journal of Artificial Intelligence in Education, 22(3), 107–140. https://doi.org/10.3233/JAI-130032

    Article  Google Scholar 

  • Pouw, L. B. C., Rieffe, C., Oosterveld, P., Huskens, B., & Stockmann, L. (2013). Reactive/Proactive Aggression and Affective/Cognitive Empathy in Children with ASD. Research in Developmental Disabilities, 34(4), 1256–1266.

    Google Scholar 

  • Prince, M. J., & Felder, R. M. (2006). Inductive Teaching and Learning Methods: Definitions, Comparisons, and Research Bases. Journal. of Engineering Education, 95(2), 123–138.

    Google Scholar 

  • Pujol, L., & Champion, E. (2012). Evaluating Presence in Cultural Heritage Projects. International Journal of Heritage Studies, 18(1), 83–102.

    Google Scholar 

  • Rahaman, H. (2018). Digital Heritage Interpretation: A Conceptual Framework. Digital Creativity, 29(2–3), 208–234.

    Google Scholar 

  • Rahaman, H., & Tan, B.-K. (2011). 'Interpreting Digital Heritage: A Conceptual Model with End-Users' Perspective. International Journal of Architectural Computing, 9(1), 99–113.

    Google Scholar 

  • Rogers, Y. (2008). 57 Varieties of Activity Theory. Interacting with Computers, 20(2), 247–250.

    Google Scholar 

  • Roussou, M. (2002). Virtual Heritage: From the Research Lab to the Broad Public. Virtual Archaeology, Proceedings of the VAST2000 Euroconference, BAugmented Reality International Series, 1075, 93–100.

    Google Scholar 

  • Siemens, G., & Baker, R. D. J. D. (2012). Learning Analytics and Educational Data Mining. Proceedings of the 2nd International Conference on Learning Analytics and Knowledge—LAK '12: 252.

    Google Scholar 

  • Simon, H. A. (2001). Learning to Research About Learning. In S. M. Carver & K. D. Mahwah (Eds.), Cognition and Instruction: Twenty-Five Years of Progress (pp. 205–226). Erlbaum.

    Google Scholar 

  • Singer Trakhman, L., & Alexander, P. (2016). Reading Across Mediums: Effects of Reading Digital and Print Texts on Comprehension and Calibration. Article in The Journal of Experimental Education, 85(1), 155–172.

    Google Scholar 

  • Stamper, J. C., & Koedinger, K. R. (2011). Human-Machine Student Model Discovery and Improvement Using Datashop. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6738 LNAI, 353–360.

    Google Scholar 

  • Stone, R., & Ojika, T. (2000). Virtual Heritage: What Next? IEEE Multimedia, 7(2), 73–74.

    Google Scholar 

  • Tammaro, A. M. (2016). Participatory Approaches and Innovation in Galleries, Libraries, Archives, and Museums. International Information and Library Review, 48(1), 37–44.

    Google Scholar 

  • Thompson, E. R. (2007). Development and Validation of an Internationally Reliable Short-Form of the Positive and Negative Affect Schedule (PANAS). Journal of Cross-Cultural Psychology, 38(2), 227–242.

    Google Scholar 

  • Tilden, F. (1977). Interpreting Our Heritage. The University of North Carolina Press.

    Google Scholar 

  • Tunbridge, J. E., & Ashworth, G. J. (1996). Dissonant Heritage: The Management of the Past as a Resource in Conflict. J. Wiley.

    Google Scholar 

  • Van Der Graaff, J., Branje, S., De Wied, M., Hawk, S., Van Lier, P., & Meeus, W. (2013). Perspective Taking and Empathic Concern in Adolescence: Gender Differences in Developmental Changes. Developmental Psychology, 50(3), 881–888.

    Google Scholar 

  • Verschure, P. F. M. J. (2016). Synthetic Consciousness: The Distributed Adaptive Control Perspective. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences, 371(1701), 263–275.

    Google Scholar 

  • Verschure, P. F. M. J., & Wierenga, S. (2021). Future Memory: A Digital Humanities Approach for the Preservation and Presentation of the History of the Holocaust and Nazi Crimes. Holocaust Studies: A Journal of Culture and History.

    Google Scholar 

  • Vygotsky, L. S. (1962). Thought and Language. MIT Press.

    Google Scholar 

  • Vygotsky, L. S., & Cole, M. (1978). Mind in Society: Development of Higher Psychological Processes. Harvard University Press.

    Google Scholar 

  • Wakkary, R., Muise, K., Tanenbaum, K., Hatala, M., & Kornfeld, L. (2008). Situating Approaches to Interactive Museum Guides. Museum Management and Curatorship, 23(4), 367–383.

    Google Scholar 

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Acknowledgment

The research reported here was supported by the European Commission CEEDS (EC FP7 258749), IcACCESS (HERA JRP-UP 2016), Dutch Ministry of Health, Welfare and Sports, The Future Memory Foundation, SPECS Lab and Eodyne Systems S.L.

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Blancas, M. et al. (2021). Active Learning in Digital Heritage: Introducing Geo-localisation, VR and AR at Holocaust Historical Sites. In: Walden, V.G. (eds) Digital Holocaust Memory, Education and Research. Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-030-83496-8_7

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