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2018 | OriginalPaper | Buchkapitel

7. Recovering from Dialogue Failures Using Multiple Agents in Wealth Management Advice

verfasst von : Heloisa Candello, Claudio Pinhanez

Erschienen in: Studies in Conversational UX Design

Verlag: Springer International Publishing

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Abstract

In this paper, we discuss dialogue failures and how this affects the user experience, specifically for a scenario of a multi-bot conversational system. Additionally, we show how the use of multiple chatbots provide new strategies to overcome misunderstandings and to keep the user in the conversation flow. To inform such conclusions and recommendations, we describe a study with a multi-bot wealth management advice system in which participants conversed with four chatbots simultaneously. We analyzed each conversation log applying thematic network analysis and manually identified the main instances of dialogue failures, usually provoked by chatbot misunderstandings or system breakdowns. We examined the follow-up users’ utterances after each failure, and the users’ strategies to deal with them. We categorize our findings into a list of the most common users’ strategies, and highlight solutions provided by a multi-bot approach in assisting the dialogue failures.

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Literatur
Zurück zum Zitat Attride-Stirling J (2001) Thematic networks: an analytic tool for qualitative research. Qual Res 1:385–405CrossRef Attride-Stirling J (2001) Thematic networks: an analytic tool for qualitative research. Qual Res 1:385–405CrossRef
Zurück zum Zitat Candello H, Pinhanez C, Millen D, Andrade BD (2017a) Shaping the experience of a cognitive investment adviser. In: International conference of design, user experience, and usability. Springer, pp 594–613 Candello H, Pinhanez C, Millen D, Andrade BD (2017a) Shaping the experience of a cognitive investment adviser. In: International conference of design, user experience, and usability. Springer, pp 594–613
Zurück zum Zitat Candello H, Vasconcelos M, Pinhanez C (2017b) Evaluating the conversation flow and content quality of a multi-bot conversational system. In: IHC2017—Brazilian symposium on human factors in computing systems Candello H, Vasconcelos M, Pinhanez C (2017b) Evaluating the conversation flow and content quality of a multi-bot conversational system. In: IHC2017—Brazilian symposium on human factors in computing systems
Zurück zum Zitat Cassell J, Bickmore T, Billinghurst M, Campbell L, Chang K, Vilhjálmsson H, Yan H (1999) Embodiment in conversational interfaces: Rea. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM, pp 520–527 Cassell J, Bickmore T, Billinghurst M, Campbell L, Chang K, Vilhjálmsson H, Yan H (1999) Embodiment in conversational interfaces: Rea. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM, pp 520–527
Zurück zum Zitat Cawsey A, Raudaskoski P (1990) Repair work in human-computer dialogue. In: Proceedings of the 13th conference on computational linguistics. Association for Computational Linguistics, vol 3, pp 327–329 Cawsey A, Raudaskoski P (1990) Repair work in human-computer dialogue. In: Proceedings of the 13th conference on computational linguistics. Association for Computational Linguistics, vol 3, pp 327–329
Zurück zum Zitat De Bayser MG, Cavalin P, Souza R, Braz A, Candello H, Pinhanez C, Briot J-P (2017) A hybrid architecture for multi-party conversational systems. arXiv:170501214 De Bayser MG, Cavalin P, Souza R, Braz A, Candello H, Pinhanez C, Briot J-P (2017) A hybrid architecture for multi-party conversational systems. arXiv:​170501214
Zurück zum Zitat Higashinaka R, Imamura K, Meguro T, Miyazaki C, Kobayashi N, Sugiyama H, Hirano T, Makino T, Matsuo Y (2014) Towards an open-domain conversational system fully based on natural language processing. In: Proceedings of COLING 2014, the 25th international conference on computational linguistics: technical papers. pp 928–939 Higashinaka R, Imamura K, Meguro T, Miyazaki C, Kobayashi N, Sugiyama H, Hirano T, Makino T, Matsuo Y (2014) Towards an open-domain conversational system fully based on natural language processing. In: Proceedings of COLING 2014, the 25th international conference on computational linguistics: technical papers. pp 928–939
Zurück zum Zitat Karahalios KG, Dobson K (2005) Chit chat club: bridging virtual and physical space for social interaction. In: CHI’05 extended abstracts on Human factors in computing systems. ACM, pp 1957–1960 Karahalios KG, Dobson K (2005) Chit chat club: bridging virtual and physical space for social interaction. In: CHI’05 extended abstracts on Human factors in computing systems. ACM, pp 1957–1960
Zurück zum Zitat Luger E, Sellen A (2016) Like having a really bad PA: the gulf between user expectation and experience of conversational agents. In: Proceedings of the 2016 CHI conference on human factors in computing systems. ACM, pp 5286–5297 Luger E, Sellen A (2016) Like having a really bad PA: the gulf between user expectation and experience of conversational agents. In: Proceedings of the 2016 CHI conference on human factors in computing systems. ACM, pp 5286–5297
Zurück zum Zitat O’Brien HL, Toms EG (2008) What is user engagement? A conceptual framework for defining user engagement with technology. J Assoc Inf Sci Technol 59:938–955CrossRef O’Brien HL, Toms EG (2008) What is user engagement? A conceptual framework for defining user engagement with technology. J Assoc Inf Sci Technol 59:938–955CrossRef
Zurück zum Zitat Pelikan HR, Broth M (2016) Why that nao?: How humans adapt to a conventional humanoid robot in taking turns-at-talk. In: Proceedings of the 2016 CHI conference on human factors in computing systems. ACM, pp 4921–4932 Pelikan HR, Broth M (2016) Why that nao?: How humans adapt to a conventional humanoid robot in taking turns-at-talk. In: Proceedings of the 2016 CHI conference on human factors in computing systems. ACM, pp 4921–4932
Zurück zum Zitat Pinhanez C, Candello H, Gatti M, Pichiliani M, Cavalin P, Guerra M, Vasconscelos M (2017) User perceptions of expertise in single- vs. multi-bot conversational systems (submitted) Pinhanez C, Candello H, Gatti M, Pichiliani M, Cavalin P, Guerra M, Vasconscelos M (2017) User perceptions of expertise in single- vs. multi-bot conversational systems (submitted)
Zurück zum Zitat Sacks H, Schegloff EA, Jefferson G (1974) A simplest systematics for the organization of turn taking for conversation. In: Studies in the organization of conversational interaction. Elsevier, pp 7–55 Sacks H, Schegloff EA, Jefferson G (1974) A simplest systematics for the organization of turn taking for conversation. In: Studies in the organization of conversational interaction. Elsevier, pp 7–55
Zurück zum Zitat Schegloff EA, Jefferson G, Sacks H (1977) The preference for self-correction in the organization of repair in conversation. Language 53:361–382 Schegloff EA, Jefferson G, Sacks H (1977) The preference for self-correction in the organization of repair in conversation. Language 53:361–382
Zurück zum Zitat Schmidt M, Niehues J, Waibel A (2017) Towards an open-domain social dialog system. In: Dialogues with social robots. Springer, pp 271–278 Schmidt M, Niehues J, Waibel A (2017) Towards an open-domain social dialog system. In: Dialogues with social robots. Springer, pp 271–278
Zurück zum Zitat Strauss A, Corbin J (1994) Grounded theory methodology. Handb Qual Res 17:273–285 Strauss A, Corbin J (1994) Grounded theory methodology. Handb Qual Res 17:273–285
Zurück zum Zitat Tatai G, Csordás A, Kiss Á, Szaló A, Laufer L (2003) Happy chatbot, happy user. In: International workshop on intelligent virtual agents. Springer, pp 5–12 Tatai G, Csordás A, Kiss Á, Szaló A, Laufer L (2003) Happy chatbot, happy user. In: International workshop on intelligent virtual agents. Springer, pp 5–12
Zurück zum Zitat Yu Z, Nicolich-Henkin L, Black AW, Rudnicky A (2016) A wizard-of-oz study on a non-task-oriented dialog systems that reacts to user engagement. In: Proceedings of the 17th annual meeting of the Special Interest Group on Discourse and Dialogue. pp 55–63 Yu Z, Nicolich-Henkin L, Black AW, Rudnicky A (2016) A wizard-of-oz study on a non-task-oriented dialog systems that reacts to user engagement. In: Proceedings of the 17th annual meeting of the Special Interest Group on Discourse and Dialogue. pp 55–63
Metadaten
Titel
Recovering from Dialogue Failures Using Multiple Agents in Wealth Management Advice
verfasst von
Heloisa Candello
Claudio Pinhanez
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-95579-7_7

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