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Developing multimodal conversational agents for an enhanced e-learning experience

  • GRIOL, David [1] ; MOLINA, Jose Manuel [1] ; SANCHÍS DE MIGUEL, Araceli [1]
    1. [1] Universidad Carlos III
  • Localización: ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, ISSN-e 2255-2863, Vol. 3, Nº. 1, 2014, págs. 13-26
  • Idioma: inglés
  • DOI: 10.14201/ADCAIJ2014381326
  • Enlaces
  • Resumen
    • Conversational agents have become a strong alternative to enhance educational systems with intelligent communicative capabilities, provide motivation and engagement, and increment significant learning and helping in the acquisition of meta-cognitive skills. In this paper, we present Geranium, a multimodal conversational agent that helps children to appreciate and protect their environment. The system, which integrates an interactive chatbot, has been developed by means of a modular and scalable framework that eases building pedagogic conversational agents that can interact with the students using speech and natural language.

  • Referencias bibliográficas
    • Abu-Shawar, B., Atwell, E. Fostering language learner autonomy via adaptive conversation tutors. Proc. of Corpus Linguistics, 2007, pp. 1-8.
    • Aleven, V., Ogan, A., Popescu, O., Torrey, C., Koedinger, K. Evaluating the Effectiveness of a Tutorial Dialog System for Self-Explanation....
    • Bickmore, T-W. Relational Agents: Effecting Change through Human- Computer Relationships. PhD Thesis, Media Arts & Sciences, Massachusetts...
    • Bos, J., Klein, E., Lemon, O., Oka, T. The Verbmobil prototype system - a software engineering perspective. Journal of Natural Language Engineering....
    • Cassell, J., Sullivan, J., Prevost, S., Churchill, E-F. Embodied Dialog systems, The MIT Press, 2001
    • Cavazza, M., de la Camara, R-S., Turunen, M. How Was Your Day? a Companion ECA. Proc. of AAMAS’10 Conference, 2010, pp. 1629-1630.
    • Chou, C-Y., Chan, T-W., Lin, C-J. Redefining the Learning Companion: the Past, Present and Future of Educational Agents. Computers & Education,...
    • Corchado, J., Tapia, D., Bajo, J.: A multi-agent architecture for distributed services and applications. Computational Intelligence 24(2),...
    • De Rosis, F., Cavalluzzi, A., Mazzotta, I., Noviell,i N. Can embodied dialog systems induce empathy in users? Proc. of AISB'05 Virtual...
    • Dominguez, K. VoiceXML 31 Success Secrets - 31 Most Asked Questions On VoiceXML - What You Need To Know. Emereo Publishing, 2014
    • Dowding, J., Clancey, W-J., Graham, J. Are You Talking to Me? Dialogue Systems Supporting Mixed Teams of Humans and Robots. Proc. of AIAA...
    • Edlund, J., Gustafson, J., Heldner, M., Hjalmarsson, A. Towards human- like spoken dialog systems. Speech Communication, 50(8-9), 2008, 630-...
    • Forbus, K-D., Whalley, P-B., Evrett, J-O., Ureel, L., Brokowski, M., Baher, J., Kuehne, S-E. CyclePad: An articulate virtual laboratory forengineering...
    • Fryer, L., Carpenter, R. Bots as Language Learning Tools. Language Learning and Technology, 10(3), 2006, 8-14
    • Gorostiza, J-F., Salichs, M-A. End-user programming of a social robot by dialog. Robotics and Autonomous Systems, 59(12), 2011, 1102–1114.
    • Graesser, A-C., Chipman, P., Haynes, B-C., Olney, A. AutoTutor: An Intelligent Tutoring System with Mixed-initiative Dialog. IEEE Trans. in...
    • Graesser, A-C., Person, N-K., Harter, D. Teaching Tactics and Dialog in AutoTutor. International Journal of Artificial Intelligence in Education....
    • Gratch, J., Rickel, J., Andre, J., Badler, N., Cassell, J., Petajan, E. Creating Interactive Virtual Humans: Some Assembly Required. Proc....
    • Grigoriadou, M., Tsaganou, G., Cavoura, T. Dialog-Based Reflective System for Historical Text Comprehension. Proc. of Workshop on Learner...
    • Griol, D., Molina, J., Sanchis, A., Callejas, Z. A Proposal to Create Learning Environments in Virtual Worlds Integrating Advanced Educative...
    • Griol, D., Molina, J., Sanchis, A., Callejas, Z. Bringing together commercial and academic perspectives for the development of intelligent...
    • Heffernan, N-T. Web-Based Evaluations Showing both Cognitive and Motivational Benefits of the Ms. Lindquist Tutor. Proc. of Int. Conference...
    • Kerly, A., Ellis, R., Bull, S. Dialog systems in E-Learning. Proc. of AI’08, 2008, pp. 169-182
    • Kerly, A., Ellis, R., Bull, S. CALMsystem: A Dialog system for Learner Modelling. Knowledge Based Systems, 21(3), 2008, 238-246
    • Kerly, A., Bull, S. Children's Interactions with Inspectable and Negotiated Learner Models. Proc. of Int. Conf. on Intelligent Tutoring...
    • Kumar, R., Rose, C-P. Architecture for Building Dialog systems that Support Collaborative Learning. IEEE Trans. Learn. Technol. 4(1), 2011,...
    • Latham, A., Crockett, K-A., McLean, D., Edmonds, B. A conversational intelligent tutoring system to automatically predict learning styles....
    • Li, S., Wrede, B. Why and how to model multi-modal interaction for a mobile robot companion. Proc. of AAAI Spring Symposium on Interaction...
    • Litman, D-J., Silliman, S. ITSPOKE: An Intelligent Tutoring Spoken Dialog System. Proc. of Human Language Technology Conference: North American...
    • López-Cózar, R., Araki, M. Spoken, Multilingual and Multimodal Dialog Systems. Development and Assessment. John Wiley and Sons, 2005.
    • Marsella, S-C., Johnson, W-L., Labore, C-M. Interactive pedagogical drama for health interventions. Artificial Intelligence in Education:...
    • Matsui, T., Asoh, H., Asano, F., Fry, J., Hara, I., Motomura, Y., Itoh, K. Spoken Language Interface of the Jijo-2 Office Robot. Springer...
    • Mctear, M-F. Spoken dialog technology. Springer, 2004
    • Mctear, M.F., Callejas, Z. Voice Application Development for Android Packt Publishing, 2013
    • Mostow, J. Why and How Our Automated Reading Tutor Listens. Proc of Int. Symposium on Automatic Detection of Errors in Pronunciation Training...
    • Nakano, M., Hasegawa, Y., Funakoshi, K., Takeuchi, J., Torii, T., Nakadai, K., Kanda, N., Komatani, K., Okuno, H-G., Tsujino, H. A multi-...
    • Pieraccini, R. The Voice in the Machine: Building Computers that Understand Speech. The MIT Press, 2012
    • Pieraccini, R., Suendermann, D., Dayanidhi, K., Liscombe, J. Are we there yet? Research in Commercial Spoken Dialog Systems, Lecture Notes...
    • Pinzón, C., Bajo, J., de Paz, J., Corchado, J. S-MAS: An adaptive hierarchical distributed multi-agent architecture for blocking malicious...
    • Pon-Barry, H., Schultz, K., Bratt, E-O., Clark, B., Peters, S. Responding to student uncertainty in spoken tutorial dialog systems. International...
    • Roda, C., Angehrn, A., Nabeth, T. Dialog systems for Advanced Learning: Applications and Research. In: Proc. of BotShow’01 Conference, 2001,...
    • Rodríguez, S., de Paz, Y., Bajo, J., Corchado, J.M. Social-based Planning Model for Multi-agent Systems. Expert Systems with Applications...
    • Rosé, C-P., Moore, J-D., VanLehn, K., Allbritton, A. A Comparative Evaluation of Socratic versus Didactic Tutoring. Proc of Cognitive Sciences...
    • Sidner, C-L., Kidd, C-D., Lee, C., Lesh, N. Where to look: a study of human-robot engagement. Proc. of 9th Int. Conference on Intelligent...
    • Vaquero, C., Saz, O., Lleida, E., Marcos, J., Canalís, C. Vocaliza: An application for computer-aided speech therapy in Spanish language....
    • Wang, N., Johnson, L-W. The Politeness Effect in an intelligent foreign language tutoring system. Proc. of Intelligent Tutoring Systems (ITS’08),...
    • Wang, Y., Wang, W., Huang, C. Enhanced Semantic Question Answering System for e-Learning Environment. Proc of AINAW’07 Conference, 2007, pp....
    • Williams, J., Young, S. Partially Observable Markov Decision Processes for Spoken Dialog Systems. Computer Speech and Language, 21(2), 2007,...

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