Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/2858036.2858288acmconferencesArticle/Chapter ViewAbstractPublication PageschiConference Proceedingsconference-collections
research-article

"Like Having a Really Bad PA": The Gulf between User Expectation and Experience of Conversational Agents

Published: 07 May 2016 Publication History

Abstract

The past four years have seen the rise of conversational agents (CAs) in everyday life. Apple, Microsoft, Amazon, Google and Facebook have all embedded proprietary CAs within their software and, increasingly, conversation is becoming a key mode of human-computer interaction. Whilst we have long been familiar with the notion of computers that speak, the investigative concern within HCI has been upon multimodality rather than dialogue alone, and there is no sense of how such interfaces are used in everyday life. This paper reports the findings of interviews with 14 users of CAs in an effort to understand the current interactional factors affecting everyday use. We find user expectations dramatically out of step with the operation of the systems, particularly in terms of known machine intelligence, system capability and goals. Using Norman's 'gulfs of execution and evaluation' [30] we consider the implications of these findings for the design of future systems.

References

[1]
ALICE http://www.alicebot.org/bios/richardwallace.html Artificial Intelligence Foundation
[2]
Jennifer Attride-Stirling. 2001. Thematic networks: an analytic tool for qualitative research. Qualitative Research, 1(3), 385-405
[3]
Margaret A Boden. 2007. Conversationalists and Confidants. In Proceedings of Artificial Companions in Society: Perspectives on the Present and Future. Oxford Internet Institute. Retrieved from http://www.academia.edu/2669520/Artificial_Companions_in_Society_Perspectives_on_the_Present_and_Future
[4]
Richard, A Bolt. 1980. "Put-That-There": Voice and Gesture at the Graphics Interface, In the proceedings of SIGGRAGH '80 Proceedings, 14, 3 (July 1980), 262270.
[5]
Timothy Bickmore and Rosalind W Picard. 2005. Establishing and maintaining long-term human-computer relationships. ACM Transactions on Computer-Human Interaction. 12, 2: 293--327.
[6]
Susan Brennan. 1990. Conversation as direct manipulation: An iconoclastic view. In The Art of Human-Computer Interface Design. B.K. Laurel (Ed.), Reading, MA: Addison-Wesley.
[7]
Alan Bryman. 2004. Social Research Methods (2nd Ed). NY: Oxford University Press
[8]
Justine Cassell. 2001. Embodied Conversational Agent: Representation and Intelligence in User Interfaces. AI Magazine. 22, 4: 67--83.
[9]
Justine Cassell. Tim Bickmore, Lee Campbell, Hannes Vihjalmsson & Hao Yan. 2000. Human Conversation as a System Framework: Designing Embodied Conversational Agents. In Embodied Conversational Agents. Justine Cassell. (ed) MIT Press: 29--63
[10]
Martin Davis. 2000. Engines of Logic: Mathematicians and the Origin of the Computer. W W Norton & Company
[11]
Anind Dey and Jennifer Mankoff. 2005. Designing mediation for context-aware applications. ACM Transactions on Computer-Human Interaction 12, 1: 53--80. doi 10.1145/1057237.1057241
[12]
Abbe Don, Susan Brennen., Brenda Laurel and Ben Shneiderman. 1992 Anthropomorphism: from Eliza to Terminator 2. Panel In Proc. CHI '92, Bauersfeld, P., Bennett, J., and Lynch, G. (eds.). ACM, 67--70
[13]
Jilian D'Onfro. 2015. Microsoft Created a Chatbot in China that has Millions of Loyal Followers who talk to it like in the Movie 'Her'. Business Insider UK. http://uk.businessinsider.com/microsoft-chatbotxiaoice-2015-8?r=US&IR=T
[14]
Mauro Dragone, Thomas Holz, Brian R. Duffy, Greogory M.P. O'Hare. 2005. Social Situated Agents in Virtual, Real and Mixed Reality Environments. In Intelligent Virtual Agents. Themis Panayiotopoulos, Jonathan Gratch, Ruth Aylett, Daniel Ballin, Patrick Olivier & Thomas Rist (Eds.) Proceedings of 5th International Working Conference, IVA 2005 Kos, Greece, September 12--14, 2005. Springer: 166--177.
[15]
James R. Glass, 1999. Challenges for Spoken Dialogue Systems. In the proceedings of IEEE Workshop on Automatic Speech Recognition and Understanding. (ASRU), CO, USA
[16]
Erving Goffman. 1967. Interaction Ritual: Essays on Face-to-Face Behaviour. Pathenon
[17]
Aurthur Graesser, Haiying Li & Carol Forsyth. 2014. Learning by Communicating in Natural Language with Conversational Agents. Current Directions in Psychological Science. 23, 5: 374--380
[18]
Greg Guest, Arwen Bunce & Laura Johnson. 2006. How many interviews are enough? An experiment with data saturation and variability. Field Methods, 18, 1: 59--82.
[19]
Joakim Gustafson, Johan Boye, Morgan Fredriksson, Lasse Johanneson, Jürgen Königsmann. 2005. Providing Computer Game Characters with Conversational Abilities. In Intelligent Virtual Agents. Themis Panayiotopoulos, Jonathan Gratch, Ruth Aylett, Daniel Ballin, Patrick Olivier & Thomas Rist (Eds.) Proceedings of 5th International Working Conference, IVA 2005 Kos, Greece, September 12--14, 2005. Springer: 37--51
[20]
Jürgen Habermas. 1998. On the Pragmatics of Communication. Cambridge: Polity Press.
[21]
Richard H. R. Harper. 2010. Texture: Human Expression in the Age of Communications Overload. MIT Press
[22]
Kerstin Heuwinkel. 2012. Framing the Invisible - The Social Background of Trust. In Your Virtual Butler: The Making-of. Robert Trappl (ed). Springer, 16--26.
[23]
Ido A. Iurgel & Manuel Ziegler. 2005. Ask & Answer: An Educational Game Where It Pays to Endear Your Capricious Virtual Companion. In Intelligent Virtual Agents. Themis Panayiotopoulos, Jonathan Gratch, Ruth Aylett, Daniel Ballin, Patrick Olivier & Thomas Rist (Eds.) Proceedings of 5th International Working Conference, IVA 2005 Kos, Greece, September 12--14, 2005. Springer: 15--24
[24]
Stephan Kopp, Lars Gesellensetter, Nicole, C. Krämer & Ipke Wachsmuth. 2005. A Conversational Agent as Museum Guide: Design and Evaluation of a RealWorld Application. Intelligent Virtual Agents. 3661: 329--343
[25]
Joseph Carl Robnett Licklider. Man-Computer Symbiosis. IRE Transactions on Human Factors in Electronics, HFE-1,(March, 1960), 4--11
[26]
Paul P. Maglio and Christopher S. Campbell. 2003. Attentive agents. Communications of the ACM 46, 3: 47--51
[27]
Cade Metz. 2015. Get a Peek at Using Facebook's New Assistant, 'M'. Wired. Retrieved from http://www.wired.com/2015/09/get-peek-someoneusing-facebooks-new-assistant-m/ (accessed 07.09.15)
[28]
Roger Moore. 2012. Spoken Language Processing: Where do we go from Here? In Your Virtual Butler: The Making-of. Robert Trappl (ed). Springer, 119--133
[29]
Andreea I Niculescu, Kheng Hui Yeo, Luis F D'Haro, Seokhwan Kim, Ridong Jiang & Rafael E Banchs. 2014. Design and evaluation of a conversational agent for the touristic domain. In Proceedings of APSIPA'14: 1-10.
[30]
Don Norman. 2013. The Design of Everyday Things. Basic Books.
[31]
Kenton O'Hara, Richard Harper, Helena Mentis. Abigail Sellen and Alex Taylor. 2013. On the naturalness of touchless: putting the "interaction" back into NUI. ACM Transactions on Computer-Human Interaction. 20, 1
[32]
Sabine Payr. 2012. Virtual Butlers and Real People: Styles and Practices in Long Term Use of a Companion. In Your Virtual Butler: The Making-of. Robert Trappl (ed). Springer, 134--178
[33]
Jenny Preece, Yvonne Rogers & Helen Sharp. 2015. Interaction Design: Beyond Huma- Computer Interaction. Wiley & Sons Ltd
[34]
Stephen Pulman. Johan Boye, Marc Cavazza, Cameron Smith & Raúl Santos de la Cámara. 2010. How was your Day? In Proceedings of the 2010 Workshop on Companionable Dialogue Systems. Assoc. for Computational Linguistics, Stroudsburg, PA, USA: 37-
[35]
Byron Reeves & Clifford Nass. 1996. The Media Equation: How People Treat Computers, Television, and New Media Like Real People and Places. NY: Cambridge University Press.
[36]
Deborah Richards. 2012. Agent-based museum and tour guides: applying the state of the art. In Proceedings of The 8th Australasian Conference on Interactive Entertainment: Playing the System (IE '12). ACM (2012)
[37]
Lina Maria Rojas-Barahona and Christophe Cerisara. 2014. Bayesian Inverse Reinforcement Learning for Modelling Conversational Agents in a Virtual Environment. Computational Linguistics and Intelligent Text Processing. 8403: 503--514
[38]
Nicole Shechtman, and Leonard M Horowitz. 2003 Media Inequality in Conversation: How People Behave Differently when Interacting with Computers and People. In Proceedings of the. SIGCHI Conference on Human Factors in Computing Systems (CHI '03). ACM, (2003), 281--288
[39]
Nathan Shedroff & Christopher Noessel. 2012. Make it so: Interaction Design Lessons from Science Fiction. Brooklyn, NY: Rosenfeld
[40]
Stergios Tegos, Stavros Demetriadis, Thrasyvoulos Tsiatsos. 2012. Using a Conversational Agent for Promoting Collaborative Language Learning. In Proceedings of Fourth International Conference on Intelligent Networking and Collaborative Systems: 162--165
[41]
Janienke Sturm, Else den Os, Lou Boves. 1999. Issues in Spoken Dialogue Systems: Experiences with the Dutch ARISE System. In the proceedings of ESCA Workshop on Interactive Dialogue in Multi-Modal Systems (UDS-99), Kolster Irsee, Germany.
[42]
Robert Trappl. 2012. From Jeeves Jeannie to Siri, and Then? In Your Virtual Butler: The Making-of. Robert Trappl (ed). Springer, 1--8
[43]
Giorgio Vassallo, Giovanni Pilato, Agnese Augello & Salvatore Gaglio. 2010. Phrase Coherence in Conceptual Spaces for Conversational Agents. In Semantic Computing. Sheu, Yu, Ramamoorthy, Joshi & Zadeh.(eds). IEEE: 357--371
[44]
Astrid M. Von der Pütten, Nicloe C. Krämer, Jonathan Gratch & Sin-Hwa Kang. 2010. "It doesn't matter what you are!" Explaining Social Effects of Agents and Avatars. In Computers in Human Behaviour, 26: 16411650
[45]
Joseph Weizenbaum. 1976. Computer Power and Human Reason: From Judgement to Calculation. W. H. Freeman
[46]
Joseph Weizenbaum. 1965. Eliza: A Computer Program for the Study of Natural Language Communication between Man and Machine. In Communications of the ACM. 9,1:36--45
[47]
Yorick Wilks. 2010. Is a companion a distinctive kind of relationship with a machine?. In Proceedings of the 2010 Workshop on Companionable Dialogue Systems (CDS '10). Association for Computational Linguistics, Stroudsburg, PA, USA, 13--18
[48]
Yorick Wilks (ed.). 2010. Close Engagements with Artificial Companions. Key social, psychological, ethical and design issues. Amsterdam: John Benjamins.

Cited By

View all

Index Terms

  1. "Like Having a Really Bad PA": The Gulf between User Expectation and Experience of Conversational Agents

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    CHI '16: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems
    May 2016
    6108 pages
    ISBN:9781450333627
    DOI:10.1145/2858036
    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 the author(s) 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: 07 May 2016

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. conversational agents
    2. evaluation
    3. mental models

    Qualifiers

    • Research-article

    Conference

    CHI'16
    Sponsor:
    CHI'16: CHI Conference on Human Factors in Computing Systems
    May 7 - 12, 2016
    California, San Jose, USA

    Acceptance Rates

    CHI '16 Paper Acceptance Rate 565 of 2,435 submissions, 23%;
    Overall Acceptance Rate 6,199 of 26,314 submissions, 24%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)984
    • Downloads (Last 6 weeks)144
    Reflects downloads up to 10 Oct 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2024)Digital Government and AISustainable Development, Humanities, and Social Sciences for Society 5.010.4018/979-8-3693-7989-9.ch007(125-142)Online publication date: 18-Oct-2024
    • (2024)Enhancing Team Collaboration With AIHolistic Approach to AI and Leadership10.4018/979-8-3693-2695-4.ch006(120-157)Online publication date: 28-Jun-2024
    • (2024)Usability Analysis of Smart Speakers from a Learnability Perspective for Novel UsersApplied System Innovation10.3390/asi70300367:3(36)Online publication date: 25-Apr-2024
    • (2024)Error Correction and Adaptation in Conversational AI: A Review of Techniques and Applications in ChatbotsAI10.3390/ai50200415:2(803-841)Online publication date: 4-Jun-2024
    • (2024)Evaluation of Prosodic Features Suitable for Conversational Agents Replying with a JokeJournal of Information Processing10.2197/ipsjjip.32.3532(35-40)Online publication date: 2024
    • (2024)Do Computers Have Gender Roles?: Investigating Users’ Gender Role Stereotyping of Anthropomorphized Voice AgentsArchives of Design Research10.15187/adr.2024.02.37.1.12337:1(123-136)Online publication date: 29-Feb-2024
    • (2024)Optimizing AI Social Chatbots for Relational Outcomes: The Effects of Profile Design, Communication Strategies, and Message FramingInternational Journal of Business Communication10.1177/23294884241229223Online publication date: 5-Feb-2024
    • (2024)When a Chatbot Disappoints You: Expectancy Violation in Human-Chatbot Interaction in a Social Support ContextCommunication Research10.1177/00936502231221669Online publication date: 25-Jan-2024
    • (2024)Coimagining the Future of Voice Assistants with Cultural SensitivityHuman Behavior and Emerging Technologies10.1155/2024/32387372024(1-21)Online publication date: 25-Mar-2024
    • (2024)End-Users Know Best: Identifying Undesired Behavior of Alexa Skills Through User Review AnalysisProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36785178:3(1-28)Online publication date: 9-Sep-2024
    • Show More Cited By

    View Options

    Get Access

    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