Skip to main content

Simulating Alzheimer’s Discourse for Caregiver Training in Artificial Intelligence-based Dialogue Systems

  • Chapter
Alzheimer Talk, Text and Context
  • 132 Accesses

Abstract

A relatively new focus of computer science research in artificial intelligence (AI) is the development of embodied conversational agents(ECAs) (Cassell et al. 2000a; Johnson et al. 2000). Created by a computer program, an ECA is an animated character whose modes of communication may include speech, gesture, and facial expressions. The words uttered by an ECA may be scripted by a human author, or partially or completely synthesized from more abstract representations (e.g. of speaker goals and affect and propositional content) via natural language generation techniques (Reiter & Dale 2000). Similarly, intonation, gesture and facial expression may be scripted, or generated by the computer program based upon functional models of paralinguistic communication (Cassell et al. 2000b). ECAs can be programmed to react to sensed or simulated events in their environment, or to respond to spoken or typewritten language provided by a computer user. AI models of emotion and personality may be used to enhance an ECA’s believability (Elliott & Brzezinski 1998). The motivation for developing ECAs is two-fold. First, an ECA can be used to submit a linguistic or psychological model to testing, i.e., via simulation instead of testing with human subjects. Second, ECAs provide a new and compelling mode of human-computer interaction for education and entertainment.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 54.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Bickmore, T. & Cassell, J. (2000) “How about this weather? Social dialogue with Embodied Conversational Agents.” Proceedings of the AAAI Fall Symposium on Socially Intelligent Agents.

    Google Scholar 

  • Calloway, C., Daniel, B., & Lester, J. (1999) “Multilingual Natural Language Generation for 3D Learning Environments.” Proceedings of the 1999 Argentine Symposium on Artificial Intelligence, 177–90.

    Google Scholar 

  • Cassell, J., Sullivan, J., Prevost, S., & Churchill, E. (eds.) (2000a) Embodied Conversational Agents. Cambridge, MA: MIT Press.

    Google Scholar 

  • Cassell, J., Bickmore, T., Campbell, L., Vilhjalmsson, H., & Yan, H. (2000b) Conversation as a system framework: designing Embodied Conversational Agents.” In Cassell, J. et al. (eds.), Embodied Conversational Agents. Cambridge, MA: MIT Press.

    Google Scholar 

  • Cavalluzzi, A., De Carolis, B., Carofiglio, V., & Grassano, G. (2003) “Emotional Dialogs with an Embodied Agent”. In Brusilovsky, P., Corbett, A., & de Rosis F. (eds.) Proceedings of User Modeling 2003: 9th International Conference.

    Google Scholar 

  • Conati, C., Hudlicka, E., & Lisetti, C. (eds.) (2003) “Workshop proceedings: assessing and adapting to user attitudes and affect: why, when and how?,” 9th International Conference on User Modeling.

    Google Scholar 

  • Davis, B., Moore, L., & Peacock, J. (2000) “Frozen phrases as requests for topic management: effect and affect in recepient design by a speaker of Alzheimer’s discourse.” Presented at NWAV2000, Michigan State University.

    Google Scholar 

  • Drew, P. & Holt, E. (1998) “Figures of speech: figurative expressions and the management of topic transition in conversation.” Language in Society 27:495–522.

    Article  Google Scholar 

  • Elliott, C. & Brzezinski, J. (1998) “Autonomous agents as synthetic characters.” AI Magazine, Summer 1998, 13–30.

    Google Scholar 

  • Golander, H. & Raz, A.E. (1996) “The mask of dementia: images of ‘demented residents’ in a nursing ward.” Ageing and Society 16: 269–85.

    Article  Google Scholar 

  • Green, N. (2002) “A Virtual World for Coaching Caregivers of Persons with Alzheimer’s Disease”. Papers from the AAAI Workshop: Automation as Caregiver: The Role of Intelligent Technology in Elder Care, 18–23.

    Google Scholar 

  • Green, N. & Davis, B. (2003) “Dialogue Generation in an Assistive Conversation Skills Training System for Caregivers of Persons with Alzheimer’s Disease.” Natural Language Generation in Spoken and Written Dialogue: Papers from the 2003 AAAI Spring Symposium, 36–43.

    Google Scholar 

  • Green, N. (2004) “A software architecture for simulated human-human conversation with user intervention.” Proceedings of IEEE SoutheastCon.

    Google Scholar 

  • Haigh, K. (ed.) (2002) Papers from the AAAI Workshop: Automation as Caregiver: The Role of Intelligent Technology in Elder Care.

    Google Scholar 

  • Hubal, R.C., Frank, G.A., & Guinn, C.I. (2003) “Lessons learned in modeling schizophrenic and depressed responsive virtual humans for training.” In Proceedings of the Intelligent User Interface Conference.

    Google Scholar 

  • Johnson, W.L., Rickel, J.W., & Lester, J.C. (2000) “Animated pedagogical agents: face-to-face interaction in interactive learning environments.” International Journal of Artificial Intelligence in Education.

    Google Scholar 

  • Lombard, M. & Ditton, T. (1997) “At the heart of it all: the concept of presence.” Journal of Computer Mediated Communication 3(2).

    Google Scholar 

  • Loyall, A.B. (1997) “Believable Agents: Building Interactive Personalities.” Unpublished Ph.D. dissertation. Pittsburgh, PA: Carnegie Mellon University.

    Google Scholar 

  • Mahendra, N. (2001) “Direct interventions for improving the performance of individuals with Alzheimer’s disease.” Seminars in Speech and Language 22(4).

    Google Scholar 

  • Marsella, S.C., Johnson, L.W., & LaBore, C.M. (2003) “Interactive pedagogical drama for health interventions.” In Proceedings of AIED2003: Conference on Artificial Intelligence in Education.

    Google Scholar 

  • McCabe, A. & Bliss, L.S. (2003) Patterns of Narrative Discourse: a Multicultural, Life Span Approach. Boston: Pearson Education.

    Google Scholar 

  • Mills, M.A. & Coleman, P.G. (1994) “Nostalgic memories in dementia: a case study.” International Journal of Aging and Human Development 38(3): 203–19.

    Article  Google Scholar 

  • Moore, L. & Davis, B. (2002) “Quilting narrative: using repetition techniques to help elderly communicators.” Geriatric Nursing 23:2–5.

    Google Scholar 

  • Qu, Y., Shanahan, J., & Wiebe, J. (eds) (2004) Working Notes of AAAI 2004 Spring Symposium on Exploring Attitude and Affect in Text: Theories and Applications.

    Google Scholar 

  • Reiter, E. & Dale, R. (2000) Building Natural Language Generation Systems. Cambridge: Cambridge University Press.

    Book  Google Scholar 

  • Shenk, D., Davis, B., Peacock, J.R., & Moore, L. (2002) “Narratives and self-identity in later life: case studies of two rural older women”. International Journal of Artifical Intelligence in Education 11: 47–8.

    Google Scholar 

  • Swartout, W. et al. (2001) “Towards the holodeck: integrating graphics, sound, character and story”. Proceedings of the Fifth International Conference on Autonomous Agents.

    Google Scholar 

Download references

Authors

Editor information

Editors and Affiliations

Copyright information

© 2005 Nancy Green

About this chapter

Cite this chapter

Green, N. (2005). Simulating Alzheimer’s Discourse for Caregiver Training in Artificial Intelligence-based Dialogue Systems. In: Davis, B.H. (eds) Alzheimer Talk, Text and Context. Palgrave Macmillan, London. https://doi.org/10.1057/9780230502024_11

Download citation

Publish with us

Policies and ethics