Abstract
Narrative-based environments utilize various forms of knowledge to provide an interactive space for the learner and the virtual agent to collaborate in accomplishing the learning goals. In this paper, we present the design of a semantic ontology that provides the necessary domain-based conceptual knowledge to allow a virtual peer to engage in storytelling as a form of exchange with the learner. We then show how the ontology was utilized to support the virtual peer in performing its tasks, which include generating interactive stories that teach about appropriate social behavior, and engaging in a text-based dialogue with the learner.
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Cassell, J., Tartaro, A., Rankin, Y., Oza, V., Tse, C.: Virtual peers for literacy learning. Educ. Technol. Spec. Issue Pedagogical Agents 47, 39–43 (2005)
Dautenhahn K., Davis, M., Ho, W.: Supporting narrative understanding of children with autism: a story ınterface with autonomous autobiographic agents. In: Proceedings of the IEEE International Conference on Rehabilitation Robotics, Kyoto International Conference Center, Japan, pp. 905–911. IEEE (2009)
Brophy, S., Biswas, G., Katzlberger, T., Bransford, J., Schwartz, D.: Teachable agents: combining ınsights from learning theory and computer science. In: Lajoie, S.P., Vivet, M. (eds.) Artificial Intelligence in Education, pp. 21–28. IOS Press, Amsterdam (1999)
D’Mello, S.K., Lehman, B., Graesser, A.C.: A motivationally supportive affect-sensitive AutoTutor. In: Calvo, R., D’Mello, S.K. (eds.) New Perspectives on Affect and Learning Technologies, vol. 3, pp. 113–126. Springer, New York (2011)
Ryokai, K., Vaucelle, C., Cassell, J.: Virtual peers as partners in storytelling and literacy learning. J. Comput. Assist. Learn. 19(2), 195–208 (2003). Wiley Online Library
Baker, T.: Collaborative learning with affective artificial study companions in virtual learning environment. Ph.D. Dissertation, The University of Leeds (2003)
Xu, Y., Park, H., Baek, Y.: A new approach toward digital storytelling: an activity focused on writing self-efficacy in a virtual learning environment. Educ. Technol. Soc. 14(4), 181–191 (2011)
Liu, H., Singh, P.: MakeBelieve: using commonsense knowledge to generate stories. In: Proceedings of the 18th National Conference on AI, pp. 957–958. National Conference on Artificial Intelligence, Edmonton, Alberta (2002)
Kim, K., Picard, R., Lieberman, H.: Common sense assistant for writing stories that teach social skills. In: Proceedings of CHI EA 2008 Extended Abstracts on Human Factors in Computing Systems, pp. 2805–2810. ACM, New York (2008)
Cua, J., Ong, E., Pease, A.: Using SUMO to represent storytelling knowledge. Philippine Comput. J. 5(2), 37–43 (2010). Computing Society of the Philippines
Ong, E.: A commonsense knowledge base for generating children’s stories. In: Proceedings of the 2010 AAAI Fall Symposium Series on Common Sense Knowledge, pp. 82–87, Virginia, USA. AAAI (2010)
Liu, H., Singh, P.: Commonsense reasoning in and over natural language. In: Negoita, M.Gh., Howlett, R.J., Jain, L.C. (eds.) KES 2004. LNCS, vol. 3215, pp. 293–306. Springer, Heidelberg (2004). doi:10.1007/978-3-540-30134-9_40
Singh, P., Lin, T., Mueller, E., Lim, G., Perkins, T., Zhu, W.L.: Open mind common sense: knowledge acquisition from the general public. In: Proceeding of the 2002 Confederated International Conferences DOA, CoopIS and ODBASE, pp. 1223–1237 (2002)
Gray, C.: The New Social Story Book, 10th edn. Future Horizons, Arlington, Texas (2010)
Groden, J., LeVasseur, P., Diller, A.: Picture This! Autism Spectrum Quarterly, pp. 18–21 (2007)
Speer, R., Havasi, C.: Representing general relational knowledge in ConceptNet 5. In: Proceedings of Eighth International Conference on Language Resources and Evaluation (LREC 2012), pp. 3679–3686. European Language Resource Association (2012)
Cambria, E., Speer, R., Havasi, C., Hussain, A.: SenticNet: a publicly available semantic resource for opinion mining. In: Proceedings of the 2010 AAAI Fall Symposium Series on Common Sense Knowledge, pp. 14–18. Association for the Advancement of Artificial Intelligence (2010)
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Ong, E.C.J., Consignado, D.G., Ong, S.J., Soriano, Z.C. (2017). Building a Semantic Ontology for Virtual Peers in Narrative-Based Environments. In: Numao, M., Theeramunkong, T., Supnithi, T., Ketcham, M., Hnoohom, N., Pramkeaw, P. (eds) Trends in Artificial Intelligence: PRICAI 2016 Workshops. PRICAI 2016. Lecture Notes in Computer Science(), vol 10004. Springer, Cham. https://doi.org/10.1007/978-3-319-60675-0_6
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DOI: https://doi.org/10.1007/978-3-319-60675-0_6
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