Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/1501750.1501773acmconferencesArticle/Chapter ViewAbstractPublication PagesesemConference Proceedingsconference-collections
research-article

Metaphorical affect sensing in an intelligent conversational agent

Published: 03 December 2008 Publication History

Abstract

We report new developments of an affect detection component on the processing of several different types of metaphorical affective expressions. The component has been embedded in an intelligent conversational AI agent interacting with human users under loose scenarios. The detected affective states also play an important role in producing emotional animation for users' avatars. Evaluation for the affect detection component is provided. Our work contributes to the conference themes on human-robots interaction based on affect sensing, affective computing, learning and children, narrative storytelling and evaluation of affective social interaction.

References

[1]
Zhang, L., Barnden, J. A., Hendley, R. J., Lee, M. G., Wallington, A. M. and Wen, Z. 2008. Affect Detection and Metaphor in E-drama. Int. J. Continuing Engineering Education and Life-Long Learning, Vol. 18, No. 2, 234--252.
[2]
Liu, H. & Singh, P. 2004. ConceptNet: A practical commonsense reasoning toolkit. BT Technology Journal, Volume 22, Kluwer Academic Publishers.
[3]
Shaikh, M. A. M., Prendinger, H. & Mitsuru, I. 2007. Assessing sentiment of text by semantic dependency and contextual valence analysis. In Proceeding of ACII 2007, 191--202.
[4]
Mateas, M. 2002. Ph.D. Thesis. Interactive Drama, Art and Artificial Intelligence. School of Computer Science, Carnegie Mellon University.
[5]
Zhe, X. & Boucouvalas, A. C. 2002. Text-to-Emotion Engine for Real Time Internet Communication. In Proceedings of International Symposium on Communication Systems, Networks and DSPs, Staffordshire University, UK, 164--168.
[6]
Boucouvalas, A. C. 2002. Real Time Text-to-Emotion Engine for Expressive Internet Communications. In Being There: Concepts, Effects and Measurement of User Presence in Synthetic Environments. G. Riva, F. Davide and W. IJsselsteijn (eds.), 305--318.
[7]
Craggs, R. & Wood. M. 2004. A Two Dimensional Annotation Scheme for Emotion in Dialogue. In Proceedings of AAAI Spring Symposium: Exploring Attitude and Affect in Text.
[8]
Egges, A., Kshirsagar, S. & Magnenat-Thalmann, N. 2003. A Model for Personality and Emotion Simulation, In Proceedings of Knowledge-Based Intelligent Information & Engineering Systems (KES2003), Lecture Notes in AI. Springer-Verlag: Berlin, 453--461.
[9]
Elliott, C., Rickel, J. & Lester, J. 1997. Integrating Affective Computing into Animated Tutoring Agents. In Proceedings of IJCAI'97 Workshop on Intelligent Interface Agents, 113--121.
[10]
Aylett, R., Louchart, S., Dias, J., Paiva, A., Vala M., Woods, S. Hall, L. E. 2006. Unscripted Narrative for Affectively Driven Characters. IEEE Computer Graphics and Applications 26(3). 42--52.
[11]
Cavazza, M., Smith, C., Charlton, D., Zhang, L., Turunen, M. and Hakulinen, J. 2008. A 'Companion' ECA with Planning and Activity Modelling. In Proceedings of the 7th International Conference on Autonomous Agents and Multi-Agent Systems. Portugal, 1281--1284.
[12]
Esuli 1, A. and Sebastiani, F. 2006. Determining Term Subjectivity and Term Orientation for Opinion Mining. In Proceedings of EACL-06, 11th Conference of the European Chapter of the Association for Computational Linguistics, Trento, IT. 193--200.
[13]
ATT-Meta Project Databank: Examples of Usage of Metaphors of Mind. http://www.cs.bham.ac.uk/~jab/ATT-Meta/Databank/. July 2008.
[14]
Kövecses, Z. 1998. Are There Any Emotion-Specific Metaphors? In Speaking of Emotions: Conceptualization and Expression. Athanasiadou, A. and Tabakowska, E. (eds.), Berlin and New York: Mouton de Gruyter, 127--151.
[15]
Strapparava, C. and Valitutti, A. 2004. WordNet-Affect: An Affective Extension of WordNet, In Proceedings of the 4th International Conference on Language Resources and Evaluation (LREC 2004), Lisbon, Portugal, 1083--1086.
[16]
Rayson, P. 2003. Matrix: A statistical method and software tool for linguistic analysis through corpus comparison. Ph.D. thesis, Lancaster University.
[17]
Zhang, L., Gillies, M. & Barnden, J. A. 2008. EMMA: an Automated Intelligent Actor in E-drama. In Proceedings of International Conference on Intelligent User Interfaces. Canary Islands, Spain, 409--412.
[18]
Sharoff, S. 2005. How to Handle Lexical Semantics in SFL: a Corpus Study of Purposes for Using Size Adjectives. Systemic Linguistics and Corpus. London: Continuum.
[19]
Gillies, M. & Ballin, D. 2004. Integrating autonomous behavior and user control for believable agents. In Proceedings of the Third International Joint Conference on Autonomous Agents and Multi-Agent Systems. Columbia University, New York, 336--343.

Cited By

View all
  • (2024)Beyond Text and Speech in Conversational Agents: Mapping the Design Space of AvatarsProceedings of the 2024 ACM Designing Interactive Systems Conference10.1145/3643834.3661563(1875-1894)Online publication date: 1-Jul-2024
  • (2022)The success of Conversational AI and the AI evaluation challenge it revealsAI Magazine10.1002/aaai.1203043:1(139-141)Online publication date: 31-Mar-2022
  • (2021)Faces Don’t Lie: Analysis of Children’s Facial expressions during Collaborative CodingFabLearn Europe / MakeEd 2021 - An International Conference on Computing, Design and Making in Education10.1145/3466725.3466757(1-10)Online publication date: 2-Jun-2021
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
ACE '08: Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology
December 2008
427 pages
ISBN:9781605583938
DOI:10.1145/1501750
  • General Chairs:
  • Masa Inakage,
  • Adrian David Cheok
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 03 December 2008

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. affect detection
  2. emotional animation
  3. metaphorical affective language

Qualifiers

  • Research-article

Conference

ACE2008
Sponsor:

Acceptance Rates

Overall Acceptance Rate 36 of 90 submissions, 40%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)9
  • Downloads (Last 6 weeks)1
Reflects downloads up to 21 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2024)Beyond Text and Speech in Conversational Agents: Mapping the Design Space of AvatarsProceedings of the 2024 ACM Designing Interactive Systems Conference10.1145/3643834.3661563(1875-1894)Online publication date: 1-Jul-2024
  • (2022)The success of Conversational AI and the AI evaluation challenge it revealsAI Magazine10.1002/aaai.1203043:1(139-141)Online publication date: 31-Mar-2022
  • (2021)Faces Don’t Lie: Analysis of Children’s Facial expressions during Collaborative CodingFabLearn Europe / MakeEd 2021 - An International Conference on Computing, Design and Making in Education10.1145/3466725.3466757(1-10)Online publication date: 2-Jun-2021
  • (2021)Information flow and children’s emotions during collaborative coding: A causal analysisProceedings of the 20th Annual ACM Interaction Design and Children Conference10.1145/3459990.3460731(350-362)Online publication date: 24-Jun-2021
  • (2019)Joint Emotional State of Children and Perceived Collaborative Experience in Coding ActivitiesProceedings of the 18th ACM International Conference on Interaction Design and Children10.1145/3311927.3323145(133-145)Online publication date: 12-Jun-2019
  • (undefined)Children's Facial Expressions During Collaborative Coding: Objective Versus Subjective PerformancesSSRN Electronic Journal10.2139/ssrn.4003866

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media