Supporting learning activities in virtual worlds: methods, tools and evaluation

Continuing advances and reduced costs in computational power, graphics and network bandwidth let 3D immersive multi-user Virtual Worlds (VWs) become increasingly accessible while offering an improved and engaging quality of experience. Excited at the prospects of engaging their Net Generation, students and educators worldwide are attempting to exploit the affordances of three-dimensional (3D) VWs. Environments such as Second Life (SL) are increasingly used in education, often for their flexibility in facilitating student-directed, self-paced learning and their communication features. Research on the educational value of VWs has revealed their potential as learning platforms. However, further studies are always needed in order to assess their effectiveness, satisfactorily and social engagement, not only in the general didactic use of the environment, but also for each specific learning subjects, activities and modality. A major question in using VWs in education is finding appropriate value-added educational applications. The main challenge is to determine learning approaches in which learning in a VW presents added value with respect to traditional education, and to effectively utilize the third dimension to avoid using the environment simply as a communication platform. In addition, the educational VW activities become more and more sophisticated, starting from the early ones based only on information displaying and teaching resources to simulated laboratory and scenarios. The more complex the learning activities are, the more the challenge of guiding students during their learning trajectories increases and there is the need of providing them with appropriate support and guidance. The main contributions of this thesis are summarized as follows: (i) we propose an appropriate value-added educational application that supports individual learning activities effectively exploiting the third dimension. In particular, we adopt a VW to support the learning of engineering practices based on technical drawing. The proposed system called VirtualHOP trains the students in the way of learning-by-doing methodology to build the required 3D objects; (ii) we enhance an helping system with the avatar appearance and AI for helping the exploration of environments and fruition of distance didactic activities in SL; (iii) we empirically evaluate the didactic value and the user perceptions concerning both the learning setting and the avatar-based virtual assistant. The results demonstrate the usefulness of both the didactic experiences offered in SL and a positive attitude of the learners in terms of enjoyment and ease-of-use.

[1]  Facilitando o uso de Ambientes Virtuais através de Agentes de Conversação , 2003 .

[2]  Sang-Gun Lee,et al.  I became an attractive person in the virtual world: Users' identification with virtual communities and avatars , 2012, Comput. Hum. Behav..

[3]  Constance Steinkuehler,et al.  Where Everybody Knows Your (Screen) Name: Online Games as "Third Places" , 2006, DiGRA Conference.

[4]  Alexei Sourin,et al.  Place metaphors in educational cyberworlds: a virtual campus case study , 2005, 2005 International Conference on Cyberworlds (CW'05).

[5]  Michele D. Dickey Brave new (interactive) worlds: A review of the design affordances and constraints of two 3D virtual worlds as interactive learning environments , 2005, Interact. Learn. Environ..

[6]  A. Bandura,et al.  Self-Efficacy in Changing Societies , 1996, Journal of Cognitive Psychotherapy.

[7]  Joseph Weizenbaum,et al.  and Machine , 1977 .

[8]  Mel Slater,et al.  The impact of avatar realism and eye gaze control on perceived quality of communication in a shared immersive virtual environment , 2003, CHI '03.

[9]  Stewart Kowalski,et al.  E_Universities Services in the New Social Eco-systems:Security Risk Analysis : Using Conversational Agents to Help Teach Information Security Risk Analysis , 2011 .

[10]  Simone Kopeinik,et al.  Evaluation of Collaborative Learning Settings in 3D Virtual Worlds , 2009, Int. J. Emerg. Technol. Learn..

[11]  Michele D. Dickey Teaching in 3D: Pedagogical Affordances and Constraints of 3D Virtual Worlds for Synchronous Distance Learning , 2003 .

[12]  Ronald C. Arkin,et al.  An Behavior-based Robotics , 1998 .

[13]  H. A. David,et al.  The Paired t Test Under Artificial Pairing , 1997 .

[14]  Scott S. Fisher,et al.  Virtual Explorer: Interactive Virtual Environment for Education , 2000, Presence: Teleoperators & Virtual Environments.

[15]  Meredith Bricken,et al.  Virtual reality learning environments: potentials and challenges , 1991, COMG.

[16]  M. Press Presence : teleoperators and virtual environments. , 2014 .

[17]  Mariano Alcañiz Raya,et al.  Learning in serious virtual worlds: Evaluation of learning effectiveness and appeal to students in the E-Junior project , 2010, Comput. Educ..

[18]  Genny Tortora,et al.  Development and evaluation of a virtual campus on Second Life: The case of SecondDMI , 2009, Comput. Educ..

[19]  S. Barab,et al.  Motivating learners in educational computer games , 2004 .

[20]  Antonella De Angeli,et al.  The unfriendly user: exploring social reactions to chatterbots , 2001 .

[21]  Jiyou Jia,et al.  CSIEC (computer simulator in educational communication): a virtual context-adaptive chatting partner for foreign language learners , 2004, IEEE International Conference on Advanced Learning Technologies, 2004. Proceedings..

[22]  Claes Wohlin,et al.  Experimentation in software engineering: an introduction , 2000 .

[23]  Jia Shen,et al.  Intentions to use Virtual Worlds for Education , 2009, J. Inf. Syst. Educ..

[24]  Phillip M. Harter,et al.  Simulation for Team Training and Assessment: Case Studies of Online Training with Virtual Worlds , 2008, World Journal of Surgery.

[25]  Sara B. Kiesler,et al.  The Ideal Elf: Identity Exploration in World of Warcraft , 2007, Cyberpsychology Behav. Soc. Netw..

[26]  Mel Slater,et al.  Measuring Presence: A Response to the Witmer and Singer Presence Questionnaire , 1999, Presence.

[27]  Moez Limayem,et al.  3D Social Virtual Worlds: Research Issues and Challenges , 2008, IEEE Internet Computing.

[28]  Paul Dourish,et al.  Re-place-ing space: the roles of place and space in collaborative systems , 1996, CSCW '96.

[29]  Anne Adams,et al.  Virtual world users evaluated according to environment design, task based and affective attention measures , 2009, BCS HCI.

[30]  Philip Hingston,et al.  Bots trained to play like a human are more fun , 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

[31]  J. Torrente,et al.  Do multi-user virtual environments really enhance student's motivation in engineering education? , 2009, 2009 39th IEEE Frontiers in Education Conference.

[32]  Thomas B. Sheridan,et al.  Musings on Telepresence and Virtual Presence , 1992, Presence: Teleoperators & Virtual Environments.

[33]  Starr Roxanne Hiltz,et al.  Learning Networks: A Field Guide to Teaching and Learning Online , 1995 .

[34]  Ricardo Ribeiro Gudwin,et al.  Using a semiotics-inspired tool for the control of intelligent opponents in computer games , 2003, IEMC '03 Proceedings. Managing Technologically Driven Organizations: The Human Side of Innovation and Change (IEEE Cat. No.03CH37502).

[35]  Sam Redfern,et al.  Collaborative Virtual Environments to Support Communication and Community in Internet-Based Distance Education , 2002, J. Inf. Technol. Educ..

[36]  Winifred Menezes,et al.  Marketing Technology to Software Practitioners , 2000, IEEE Softw..

[37]  Namkee Park,et al.  Parasocial Interaction with My Avatar: Effects of Interdependent Self-Construal and the Mediating Role of Self-Presence in an Avatar-Based Console Game, Wii , 2009, Cyberpsychology Behav. Soc. Netw..

[38]  Bart van den Hooff,et al.  Real Decisions in Virtual Worlds: Team Collaboration and Decision Making in 3D Virtual Worlds , 2010, ICIS.

[39]  Nicholas Omale,et al.  Learning in 3-D multiuser virtual environments: Exploring the use of unique 3-D attributes for online problem-based learning , 2009, Br. J. Educ. Technol..

[40]  Sabri Serkan Gulluoglu,et al.  The future Of technology based education on different branches of science: A conceptual basis for educational applications of virtual reality , 2010 .

[41]  Stephanie E. August,et al.  Personal Health Care Assistant/Companion in Virtual World , 2009, AAAI Fall Symposium: Virtual Healthcare Interaction.

[42]  Andrea De Lucia,et al.  Virtual Worlds: do we really need the third dimension to support collaborative learning? , 2009 .

[43]  Bayan Abu Shawar,et al.  Using dialogue corpora to train a chatbot , 2003 .

[44]  Mark Rickinson,et al.  Learners and Learning in Environmental Education: A critical review of the evidence , 2001 .

[45]  Andrea De Lucia,et al.  Development and evaluation of a system enhancing Second Life to support synchronous role-based collaborative learning , 2009 .

[46]  Andrea Gaggioli,et al.  Virtual Reality Training for Health-Care Professionals , 2003, Cyberpsychology Behav. Soc. Netw..

[47]  Michele D. Dickey Three-dimensional virtual worlds and distance learning: two case studies of Active Worlds as a medium for distance education , 2005, Br. J. Educ. Technol..

[48]  Marc Fabri,et al.  The Emotional Avatar: Non-verbal Communication Between Inhabitants of Collaborative Virtual Environments , 1999, Gesture Workshop.

[49]  Eleni Stroulia,et al.  An integrated framework for simulation-based training on video and in a virtual world , 2009 .

[50]  Brian C. Nelson,et al.  Inquiry Learning in Multi-User Virtual Environments , 2006 .

[51]  Craig W. Thompson Next-Generation Virtual Worlds: Architecture, Status, and Directions , 2011, IEEE Internet Computing.

[52]  Hans van Buuren,et al.  Measuring perceived sociability of computer-supported collaborative learning environments , 2007, Comput. Educ..

[53]  Genny Tortora,et al.  SLMeeting: supporting collaborative work in Second Life , 2008, AVI '08.

[54]  Daniel Thalmann,et al.  Virtual Human Representation and Communication in VLNET Networked Virtual Environment , 1997 .

[55]  Nancy A. Jennings,et al.  Virtual or Virtually U: Educational Institutions in Second Life , 2007 .

[56]  Martin Ziegler,et al.  Variations of the Turing Test in the Age of Internet and Virtual Reality , 2009, KI.

[57]  Bob Heller,et al.  Freudbot: An Investigation of Chatbot Technology in Distance Education , 2005 .

[58]  Martin J. Eppler,et al.  An Experimental Comparison of 3D Virtual Environments and Text Chat as Collaboration Tools , 2009 .

[59]  Rita Francese,et al.  VirtualHoP: Virtual Worlds for experimentation and concretization of technical drawing , 2011, 2011 IEEE Global Engineering Education Conference (EDUCON).

[60]  Daniel Livingstone,et al.  From Multi-User Virtual Environment to 3D Virtual Learning Environment , 2008 .

[61]  I. Carlbom,et al.  Planar Geometric Projections and Viewing Transformations , 1978, CSUR.

[62]  Noriko Hara,et al.  We're in TITLE to Dream: Envisioning a Community of Practice, The Intraplanetary Teacher Learning Exchange , 2000, Cyberpsychology Behav. Soc. Netw..

[63]  Ahmed K. Noor Potential of virtual worlds for remote space exploration , 2010, Adv. Eng. Softw..

[64]  A. M. Turing,et al.  Computing Machinery and Intelligence , 1950, The Philosophy of Artificial Intelligence.

[65]  Carrie Heeter,et al.  Being There: The Subjective Experience of Presence , 1992, Presence: Teleoperators & Virtual Environments.

[66]  Christian Gütl,et al.  Collaborative Virtual 3D Environment for Internet-Accessible Physics Experiments , 2009, Int. J. Online Eng..

[67]  Rita Francese,et al.  Metric Pictures: Source Code Images for Visualization, Analysis and Elaboration , 2011 .

[68]  Sandhya Kode,et al.  Effectiveness of "Learning by Doing" Methodology in Training Programs - An Evaluation of a Teacher Training Program for Information Technology Education , 2011, 2011 IEEE 11th International Conference on Advanced Learning Technologies.

[69]  Genny Tortora,et al.  An Empirical Evaluation of Technical Drawing Didactic in Virtual Worlds , 2011, Int. J. Online Eng..

[70]  Holtjona Galanxhi-Janaqi,et al.  Deception in cyberspace: A comparison of text-only vs. avatar-supported medium , 2007, Int. J. Hum. Comput. Stud..

[71]  Frank Biocca,et al.  The Effect of the Agency and Anthropomorphism on Users' Sense of Telepresence, Copresence, and Social Presence in Virtual Environments , 2003, Presence: Teleoperators & Virtual Environments.

[72]  Edward T. Hall,et al.  A System for the Notation of Proxemic Behavior1 , 1963 .

[73]  Tony M. O'Driscoll,et al.  Another life: virtual worlds as tools for learning , 2007, ELERN.

[74]  Asimina Vasalou,et al.  Constructing my online self: avatars that increase self-focused attention , 2007, CHI.

[75]  Earl Hunt,et al.  The Transfer of Spatial Knowledge in Virtual Environment Training , 1998, Presence.

[76]  Edison Pratini Experimental Tools for the Teaching of Technical Graphics and Improving Visualization , 2006 .

[77]  John C. Park,et al.  Investigating Student Attitudes Toward a Synchronous, Online Graduate Course in a Multi-User Virtual Learning Environment , 2008 .

[78]  Gavin McArdle,et al.  Virtual reality for collaborative e-learning , 2008, Comput. Educ..

[79]  Rita Francese,et al.  Metric pictures: The approach and applications , 2010, The 2010 International Conference on Computer Engineering & Systems.

[80]  Michael J. Singer,et al.  Measuring Presence in Virtual Environments: A Presence Questionnaire , 1998, Presence.

[81]  Jace Hargis A SECOND LIFE FOR DISTANCE LEARNING , 2008 .

[82]  Christine Youngblut,et al.  Educational Uses of Virtual Reality Technology. , 1998 .

[83]  A. Collins,et al.  Situated Cognition and the Culture of Learning , 1989 .

[84]  M. Knapp,et al.  Nonverbal communication in human interaction , 1972 .

[85]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[86]  Matthew Lombard,et al.  At the Heart of It All: The Concept of Presence , 2006 .

[87]  Allen Newell,et al.  SOAR: An Architecture for General Intelligence , 1987, Artif. Intell..

[88]  Youngkyun Baek,et al.  Exploring factors of media characteristic influencing flow in learning through virtual worlds , 2011, Comput. Educ..

[89]  Philip Hingston,et al.  A Turing Test for Computer Game Bots , 2009, IEEE Transactions on Computational Intelligence and AI in Games.

[90]  D. Darling,et al.  A Test of Goodness of Fit , 1954 .

[91]  Computer-Mediated Communication and the Online Classroom in Distance Learning , 2018 .

[93]  Leslie Jarmon,et al.  Virtual world teaching, experiential learning, and assessment: An interdisciplinary communication course in Second Life , 2009, Comput. Educ..

[94]  J. Bruner Toward a Theory of Instruction , 1966 .

[95]  Michael R. Macedonia Generation 3D: Living in Virtual Worlds , 2007, Computer.

[96]  Peter M. Chisnall,et al.  Questionnaire Design, Interviewing and Attitude Measurement , 1993 .

[97]  Aaron Khoo,et al.  Efficient, Realistic NPC Control Systems using Behavior-Based Techniques , 2002 .

[98]  Mathew Hillier,et al.  Assessing students in Second Life – some options , 2010 .

[99]  Maurizio Tucci,et al.  A gestural approach to presentation exploiting motion capture metaphors , 2012, AVI.

[100]  Varol Akman,et al.  Turing Test: 50 Years Later , 2000, Minds and Machines.

[101]  Steve Benford,et al.  Embodiments, avatars, clones and agents for multi-user, multi-sensory virtual worlds , 1997, Multimedia Systems.

[102]  Susan Bull,et al.  Bringing chatbots into education: Towards natural language negotiation of open learner models , 2006, Knowl. Based Syst..

[103]  P. Williams,et al.  Learning by Doing , 2004 .

[105]  Mel Slater,et al.  Using Presence Questionnaires in Reality , 2000, Presence: Teleoperators & Virtual Environments.

[106]  Eleni Stroulia,et al.  Virtual worlds - past, present, and future: New directions in social computing , 2009, Decis. Support Syst..

[107]  Michael K. Thomas,et al.  Making learning fun: Quest Atlantis, a game without guns , 2005 .

[108]  Carl Gutwin,et al.  SHARING FISHEYE VIEWS IN RELAXED-WYSIWIS GROUPWARE APPLICATIONS , 1995 .

[109]  Christian Bauckhage,et al.  Believability Testing and Bayesian Imitation in Interactive Computer Games , 2006, SAB.

[110]  Andrea Gregg,et al.  Learning From Doing: Lessons Learned From Designing and Developing an Educational Software Within a Heterogeneous Group , 2021, Int. J. Web Based Learn. Teach. Technol..

[111]  J. Gibbons,et al.  Nonparametric Methods for Quantitative Analysis. , 1997 .

[112]  R. Ackoff From Data to Wisdom , 2014 .

[113]  David J. H. Burden Deploying embodied AI into virtual worlds , 2009, Knowl. Based Syst..

[114]  Francisco Serradilla,et al.  Multimodal Agents in Second Life and the New Agents of Virtual 3D Environments , 2009, IWINAC.

[115]  Richard S. Wallace,et al.  The Anatomy of A.L.I.C.E. , 2009 .

[116]  Shashank Rao,et al.  WHY THEY ENJOY VIRTUAL GAME WORLDS? AN EMPIRICAL INVESTIGATION , 2008 .

[117]  John E. Laird,et al.  Creating Human-like Synthetic Characters with Multiple Skill Levels: A Case Study using the Soar Quakebot , 2001 .

[118]  David A. Field,et al.  Education and training for CAD in the auto industry , 2004, Comput. Aided Des..

[119]  Susan McLaren,et al.  Exploring perceptions and attitudes towards teaching and learning manual technical drawing in a digital age , 2008 .

[120]  Vadim Bulitko,et al.  An evaluation of models for predicting opponent positions in first-person shooter video games , 2008, 2008 IEEE Symposium On Computational Intelligence and Games.

[121]  J. Martin,et al.  Another world. , 1981, Community outlook.

[122]  Natasa Rupcic,et al.  The fifth discipline-the art and practice of the learning organisation , 2002 .

[123]  Chi-Jen Lin,et al.  Redefining the learning companion: the past, present, and future of educational agents , 2003, Comput. Educ..

[124]  Vishal Midha,et al.  Impact of similarity between avatar and their users on their perceived identifiability: Evidence from virtual teams in Second Life platform , 2012, Comput. Hum. Behav..

[125]  Eric Atwell,et al.  Chatbots: Are they Really Useful? , 2007, LDV Forum.

[126]  Carlos Delgado Kloos,et al.  Design and Implementation of a 3D Multi-User Virtual World for Language Learning , 2011, J. Educ. Technol. Soc..

[127]  D. Kolb Experiential Learning: Experience as the Source of Learning and Development , 1983 .