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Statistical Dialog Manager Design Tool for Health Screening and Assessments

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8637))

Abstract

We focus on creating a programming tool which enables to create dialog managers for speech-enabled IVA applications in the standardized health screening and assessment domain. Our approach aims to bridge the gap between the intelligent virtual agents (IVA) and the spoken dialog systems (SDS) research communities for the delivery of standardized health interviews by embodied conversational agents (ECA).

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References

  1. Bickmore, T.W., Schulman, D., Sidner, C.: Automated interventions for multiple health behaviors using conversational agents. Patient Education and Counseling 92(2), 142–148 (2013)

    Article  Google Scholar 

  2. of Health, U.D., Services, H.: Alcohol screening and brief intervention for youth: A practitioner’s guide (2011)

    Google Scholar 

  3. Lisetti, C., Amini, R., Yasavur, U., Rishe, N.: I can help you change! an empathic virtual agent delivers behavior change health interventions. ACM Transactions on Management Information Systems (TMIS) 4(4), 19 (2013)

    Google Scholar 

  4. Morbini, F., Forbell, E., DeVault, D., Sagae, K., Traum, D.R., Rizzo, A.A.: A mixed-initiative conversational dialogue system for healthcare. In: Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2012, pp. 137–139. Association for Computational Linguistics, Stroudsburg (2012), http://dl.acm.org/citation.cfm?id=2392800.2392825

    Google Scholar 

  5. Turunen, M., Hakulinen, J., Ståhl, O., Gambäck, B., Hansen, P., Rodríguez Gancedo, M.C., de la Cámara, R.S., Smith, C., Charlton, D., Cavazza, M.: Multimodal and mobile conversational health and fitness companions. Computer Speech & Language 25(2), 192–209 (2011)

    Article  Google Scholar 

  6. Williams, J.D.: Incremental partition recombination for efficient tracking of multiple dialog states. In: 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), pp. 5382–5385. IEEE (2010)

    Google Scholar 

  7. Williams, J.D., Young, S.: Partially observable markov decision processes for spoken dialog systems. Computer Speech & Language 21(2), 393–422 (2007)

    Article  Google Scholar 

  8. Young, S., Gašić, M., Thomson, B., Williams, J.: Pomdp-based statistical spoken dialog systems: A review (2013)

    Google Scholar 

  9. Young, S., Gašić, M., Keizer, S., Mairesse, F., Schatzmann, J., Thomson, B., Yu, K.: The hidden information state model: A practical framework for pomdp-based spoken dialogue management. Computer Speech & Language 24(2), 150–174 (2010)

    Article  Google Scholar 

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© 2014 Springer International Publishing Switzerland

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Yasavur, U., Lisetti, C., Rishe, N. (2014). Statistical Dialog Manager Design Tool for Health Screening and Assessments. In: Bickmore, T., Marsella, S., Sidner, C. (eds) Intelligent Virtual Agents. IVA 2014. Lecture Notes in Computer Science(), vol 8637. Springer, Cham. https://doi.org/10.1007/978-3-319-09767-1_59

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  • DOI: https://doi.org/10.1007/978-3-319-09767-1_59

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-09766-4

  • Online ISBN: 978-3-319-09767-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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