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Assessment of Collaboration and Feedback on Gesture Performance

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Technology Enhanced Assessment (TEA 2018)

Abstract

This paper proposes gesture performance as one main channel for assessing collaboration skills, while multiple users solve a problem collaboratively on a tangible user interface. Collaborative problem solving incorporates two dimensions, complex problem solving and collaboration. Thus, the technology-based assessment of collaborative problem solving includes assessing both problem solving and collaboration skills. Particularly, for assessing collaboration skills, we consider gesture performance as an important indicator. We differentiate between physical 3D mid-air gestures and manipulative gestures; for the latter, we developed a gesture recognition application using Kinect. The method we follow for object and gesture recognition is to merge the logging files from our tangible interface software framework (object recognition) with the Kinect log files (gesture recognition) in one file. The application can analyze the number of object manipulations with respect to timing axis, subject/participant, and handedness.

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Notes

  1. 1.

    https://msdn.microsoft.com/en-us/library/dn785529.aspx, 10.08.2018.

References

  1. OECD: PISA 2015 Collaborative Problem Solving Framework (2017). http://www.oecd.org/pisa/pisaproducts/Draft%20PISA%202015%20Collaborative%20Problem%20Solving%20Framework%20.pdf. Accessed 18 Nov

  2. Anastasiou, D., Ras, E.: Case study analysis on collaborative problem solving using a tangible interface. In: Joosten-ten Brinke, D., Laanpere, M. (eds.) TEA 2016. CCIS, vol. 653, pp. 11–22. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-57744-9_2

    Chapter  Google Scholar 

  3. Hornecker, E., Buur, J.: Getting a grip on tangible interaction: a framework on physical space and social interaction. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 437–446 (2006)

    Google Scholar 

  4. Gutwin, C., Greenberg, S.: The mechanics of collaboration: developing low cost usability evaluation methods for shared workspaces. In: Proceedings of the IEEE 9th International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, pp. 98–103 (2000)

    Google Scholar 

  5. Schmidt, K., Bannon, L.: Taking CSCW seriously. Comput. Support. Coop. Work (CSCW) 1(1–2), 7–40 (1992)

    Article  Google Scholar 

  6. Scott, S.D., Grant, K.D., Mandryk, R.L.: System guidelines for co-located, collaborative work on a tabletop display. In: Kuutti, K., Karsten, E.H., Fitzpatrick, G., Dourish, P., Schmidt, K. (eds.) ECSCW 2003, pp. 159–178. Springer, Dordrecht (2003). https://doi.org/10.1007/978-94-010-0068-0_9

    Chapter  Google Scholar 

  7. O’Neil, H.F., Chuang, S.H., Chung, G.K.W.K.: Issues in the computer-based assessment of collaborative problem solving. Assess. Educ. 10, 361–373 (2003)

    Article  Google Scholar 

  8. OECD: PISA 2012 assessment and analytical framework mathematics, reading, science, problem solving and financial literacy. OECD Publishing (2013)

    Google Scholar 

  9. Evans, A., Wobbrock, J.: Filling in the gaps: capturing social regulation in an interactive tabletop learning environment. In: Proceedings of the 11th International Conference of the Learning Sciences (2014)

    Google Scholar 

  10. Dillenbourg, P., Evans, M.: Interactive tabletops in education. Int. J. Comput.-Support. Collab. Learn. 6(4), 491–514 (2011)

    Article  Google Scholar 

  11. McNeill, D.: Hand and Mind: What Gestures Reveal About Thought. University of Chicago Press, Chicago (1992)

    Google Scholar 

  12. Kendon, A.: The study of gesture: some observations on its history. Rech. Semiot. Semiot. Inq. 2(1), 25–62 (1982)

    Google Scholar 

  13. Karam, M., Schraefel, M.C.: A taxonomy of gestures in human computer interactions. Technical report (2005)

    Google Scholar 

  14. Lao, S., et al.: A gestural interaction design model for multi-touch displays. In: Proceedings of the British HCI-Group, pp. 440–446 (2009)

    Google Scholar 

  15. Murphy, K.M.: Building meaning in interaction: rethinking gesture classifications. Crossroads Lang. Interact. Cult. 5, 29–47 (2003)

    Google Scholar 

  16. Quek, F.: Toward a vision-based hand gesture interface. In: Proceedings of the Virtual Reality, Software and Technology Conference, pp. 17–31 (1994)

    Google Scholar 

  17. Hinrichs, U., Carpendale, S.: Gestures in the wild: studying multi-touch gesture sequences on interactive tabletop exhibits. In: Proceedings of CHI 2011, pp. 3023–3032 (2011)

    Google Scholar 

  18. Higgins, S.E., et al.: Multi-touch tables and the relationship with collaborative classroom pedagogies: a synthetic review. Int. J. Comput.-Support. Collab. Learn. 6, 515–538 (2011)

    Article  Google Scholar 

  19. Djajadiningrat, T., Buur, J.: Look mama, with hands! On tangible interaction, gestures and learning. In: Proceedings of DIS 2002, Designing Interactive Systems, p. 417. ACM, London (2002)

    Google Scholar 

  20. Marquardt, N., Jota, R., Greenberg, S., Jorge, J.A.: The continuous interaction space: interaction techniques unifying touch and gesture on and above a digital surface. In: Campos, P., Graham, N., Jorge, J., Nunes, N., Palanque, P., Winckler, M. (eds.) INTERACT 2011. LNCS, vol. 6948, pp. 461–476. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-23765-2_32

    Chapter  Google Scholar 

  21. Wobbrock, J.O., Morris, M.R., Wilson, A.D.: User-defined gestures for surface computing. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 1083–1092 (2009)

    Google Scholar 

  22. Rautaray, S., Agrawal, A.: Vision based hand gesture recognition for human computer interaction: a survey. Artif. Intell. Rev. 43(1), 1–54 (2015)

    Article  Google Scholar 

  23. Martinez-Maldonado, R., Yasef, K., Kay, J.: TSCL: a conceptual model to inform understanding of collaborative learning processes at interactive tabletops. Int. J. Hum.-Comput. Stud. 83, 62–82 (2015)

    Article  Google Scholar 

  24. Wu, M., Balakrishnan, R.: Multi-finger and whole hand gestural interaction techniques for multi-user tabletop displays. In: Proceedings of the 16th Annual ACM Symposium on User Interface Software and Technology, pp. 193–202 (2003)

    Google Scholar 

  25. Julià, C.F., Earnshaw, N., Jordà, S.: GestureAgents: an agent-based framework for concurrent multi-task multi-user interaction. In: Proceedings of TEI, pp. 207–214 (2013)

    Google Scholar 

  26. Schneider, B., Blikstein, P.: Unraveling students’ interaction around a tangible interface using gesture recognition. In: Educational Data Mining, pp. 320–323 (2014)

    Google Scholar 

  27. Ahmaniemi, T., Lantz, V., Marila, J.: Perception of dynamic audiotactile feedback to gesture input. In: Proceedings of the 10th International Conference on Multimodal Interfaces, pp. 85–92 (2008)

    Google Scholar 

  28. Lucchese, G., et al.: GestureCommander: continuous touch-based gesture prediction. In: Proceedings of CHI Extended Abstracts on Human Factors in Computing Systems (2012)

    Google Scholar 

  29. Oh, U., Kane, S.K., Findlater, L.: Follow that sound: using sonification and corrective verbal feedback to teach touchscreen gestures. In: Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2013) (2013)

    Google Scholar 

  30. Grosse-Puppendahl, T., Beck, S., Wilbers, D.: Rainbowfish: visual feedback on gesture-recognizing surfaces. In: Proceedings of CHI Extended Abstracts on Human Factors in Computing Systems, pp. 427–430 (2014)

    Google Scholar 

  31. Evans, C.: Making sense of assessment feedback in higher education. Rev. Educ. Res. 83(1), 70–120 (2013)

    Article  Google Scholar 

  32. Sadler, D.R.: Formative assessment: revisiting the territory. Assess. Educ. 5(1), 77–84 (1998)

    Article  Google Scholar 

  33. Higgins, R., Hartley, P., Skelton, A.: Getting the message across: the problem of communicating assessment feedback. Teach. High. Educ. 6(2), 269–274 (2001)

    Article  Google Scholar 

  34. Djajadiningrat, T., Οverbeeke, K., Wensveen, S.: But how, Donald, tell us how?: on the creation of meaning in interaction design through feedforward and inherent feedback. In: Proceedings of the 4th Conference on Designing Interactive Systems: Processes, Practices, Methods, and Techniques, pp. 285–291 (2002)

    Google Scholar 

  35. Greiff, S., et al.: Complex problem solving in educational settings – something beyond g: concept, assessment, measurement invariance, and construct validity. J. Educ. Psychol. 105, 364–379 (2013)

    Article  Google Scholar 

  36. Schwartz, L., Ras, E., Anastasiou, D., Latour, T., Maquil, V.: Designing a collaborative problem solving task in the context of urban planning. In: Ras, E., Guerrero Roldán, A.E. (eds.) TEA 2017. CCIS, vol. 829, pp. 223–234. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-97807-9_17

    Chapter  Google Scholar 

  37. Narciss, S.: Informatives tutorielles feedback. Entwicklungs-und Evaluationsprinzipien auf der Basis instruktionspsychologischer Erkenntnisse. Waxmann, Münster (2006)

    Google Scholar 

  38. Bavelas, J., et al.: Gestures specialized for dialogue. Pers. Soc. Psychol. Bull. 21(4), 394–405 (1995)

    Article  Google Scholar 

  39. Kipp, M., et al.: An annotation scheme for conversational gestures: how to economically capture timing and form. Lang. Resour. Eval. 41(3–4), 325–339 (2007)

    Article  Google Scholar 

  40. Lausberg, H., Sloetjes, H.: The revised NEUROGES-ELAN system: an objective and reliable interdisciplinary analysis tool for nonverbal behavior and gesture. Behav. Res. Methods 48, 973–993 (2015)

    Article  Google Scholar 

  41. Morris, M.R., et al.: Cooperative gestures: multi-user gestural interactions for co-located groupware. In: Proceedings of CHI 2006, pp. 1201–1210 (2006)

    Google Scholar 

  42. Wittenburg, P., et al.: ELAN: a professional framework for multimodality research. In: Proceedings of the 5th Conference on Language Resources and Evaluation, pp. 1556–1559 (2006)

    Google Scholar 

  43. Maquil, V., Tobias, E., Anastasiou, D., Mayer, H., Latour, T.: COPSE: rapidly instantiating problem solving activities based on tangible tabletop interfaces. Proc. ACM Hum.-Comput. Interact. 1(1), 6 (2017)

    Article  Google Scholar 

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Acknowledgments

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No. 654477.

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Correspondence to Dimitra Anastasiou .

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Anastasiou, D., Ras, E., Fal, M. (2019). Assessment of Collaboration and Feedback on Gesture Performance. In: Draaijer, S., Joosten-ten Brinke, D., Ras, E. (eds) Technology Enhanced Assessment. TEA 2018. Communications in Computer and Information Science, vol 1014. Springer, Cham. https://doi.org/10.1007/978-3-030-25264-9_14

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  • DOI: https://doi.org/10.1007/978-3-030-25264-9_14

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