A dynamic model of trust in dialogues

Gideon Ogunniye; Alice Toniolo; Nir Oren

doi:10.1007/978-3-319-75553-3_15

A dynamic model of trust in dialogues

Gideon Ogunniye^*, Alice Toniolo, Nir Oren

^*Corresponding author for this work

School of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

4 Downloads (Pure)

Abstract

In human interactions, trust is regularly updated during a discussion. For example, if someone is caught lying, any further utterances they make will be discounted, until trust is regained. This paper seeks to model such behaviour by introducing a dialogue game which operates over several iterations, with trust updates occurring at the end of each iteration. In turn, trust changes are computed based on intuitive properties, captured through three rules. By representing agent knowledge within a preference-based argumentation framework, we demonstrate how trust can change over the course of a dialogue.

Original language	English
Title of host publication	Theory and Applications of Formal Argumentation
Subtitle of host publication	4th International Workshop, TAFA 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers
Editors	Elizabeth Black, Sanjay Modgil, Nir Olsen
Publisher	Springer
Pages	211-226
Number of pages	16
Volume	Cham
ISBN (Electronic)	9783319755533
ISBN (Print)	9783319755526
DOIs	https://doi.org/10.1007/978-3-319-75553-3_15
Publication status	Published - 6 Mar 2018
Event	4th International Workshop on Theory and Applications of Formal Argumentation, TAFA 2017 - Melbourne, Australia Duration: 19 Aug 2017 → 20 Aug 2017

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10757 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	4th International Workshop on Theory and Applications of Formal Argumentation, TAFA 2017
Country/Territory	Australia
City	Melbourne
Period	19/08/17 → 20/08/17

Access to Document

10.1007/978-3-319-75553-3_15

Accepted Manuscript_A dynamic model of trust in dialogues
© Springer International Publishing AG, part of Springer Nature 2018. This work has been made available online in accordance with the publisher’s policies. This is the author created accepted version manuscript following peer review and as such may differ slightly from the final published version. The final published version of this work is available at https://doi.org/10.1007/978-3-319-75553-3_15
Accepted author manuscript, 299 KB

Cite this

Ogunniye, G., Toniolo, A., & Oren, N. (2018). A dynamic model of trust in dialogues. In E. Black, S. Modgil, & N. Olsen (Eds.), Theory and Applications of Formal Argumentation: 4th International Workshop, TAFA 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers (Vol. Cham, pp. 211-226). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10757 LNAI). Springer. https://doi.org/10.1007/978-3-319-75553-3_15

Ogunniye, Gideon ; Toniolo, Alice ; Oren, Nir. / A dynamic model of trust in dialogues. Theory and Applications of Formal Argumentation: 4th International Workshop, TAFA 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers. editor / Elizabeth Black ; Sanjay Modgil ; Nir Olsen. Vol. Cham Springer, 2018. pp. 211-226 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{852cb3ad6bf04def8550bc37d5f86afe,

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abstract = "In human interactions, trust is regularly updated during a discussion. For example, if someone is caught lying, any further utterances they make will be discounted, until trust is regained. This paper seeks to model such behaviour by introducing a dialogue game which operates over several iterations, with trust updates occurring at the end of each iteration. In turn, trust changes are computed based on intuitive properties, captured through three rules. By representing agent knowledge within a preference-based argumentation framework, we demonstrate how trust can change over the course of a dialogue.",

author = "Gideon Ogunniye and Alice Toniolo and Nir Oren",

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Ogunniye, G, Toniolo, A & Oren, N 2018, A dynamic model of trust in dialogues. in E Black, S Modgil & N Olsen (eds), Theory and Applications of Formal Argumentation: 4th International Workshop, TAFA 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers. vol. Cham, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10757 LNAI, Springer, pp. 211-226, 4th International Workshop on Theory and Applications of Formal Argumentation, TAFA 2017, Melbourne, Australia, 19/08/17. https://doi.org/10.1007/978-3-319-75553-3_15

A dynamic model of trust in dialogues. / Ogunniye, Gideon; Toniolo, Alice; Oren, Nir.
Theory and Applications of Formal Argumentation: 4th International Workshop, TAFA 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers. ed. / Elizabeth Black; Sanjay Modgil; Nir Olsen. Vol. Cham Springer, 2018. p. 211-226 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10757 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - A dynamic model of trust in dialogues

AU - Ogunniye, Gideon

AU - Toniolo, Alice

AU - Oren, Nir

PY - 2018/3/6

Y1 - 2018/3/6

N2 - In human interactions, trust is regularly updated during a discussion. For example, if someone is caught lying, any further utterances they make will be discounted, until trust is regained. This paper seeks to model such behaviour by introducing a dialogue game which operates over several iterations, with trust updates occurring at the end of each iteration. In turn, trust changes are computed based on intuitive properties, captured through three rules. By representing agent knowledge within a preference-based argumentation framework, we demonstrate how trust can change over the course of a dialogue.

AB - In human interactions, trust is regularly updated during a discussion. For example, if someone is caught lying, any further utterances they make will be discounted, until trust is regained. This paper seeks to model such behaviour by introducing a dialogue game which operates over several iterations, with trust updates occurring at the end of each iteration. In turn, trust changes are computed based on intuitive properties, captured through three rules. By representing agent knowledge within a preference-based argumentation framework, we demonstrate how trust can change over the course of a dialogue.

U2 - 10.1007/978-3-319-75553-3_15

DO - 10.1007/978-3-319-75553-3_15

M3 - Conference contribution

AN - SCOPUS:85043999809

SN - 9783319755526

VL - Cham

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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EP - 226

BT - Theory and Applications of Formal Argumentation

A2 - Black, Elizabeth

A2 - Modgil, Sanjay

A2 - Olsen, Nir

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Y2 - 19 August 2017 through 20 August 2017

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Ogunniye G, Toniolo A, Oren N. A dynamic model of trust in dialogues. In Black E, Modgil S, Olsen N, editors, Theory and Applications of Formal Argumentation: 4th International Workshop, TAFA 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers. Vol. Cham. Springer. 2018. p. 211-226. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-75553-3_15

A dynamic model of trust in dialogues

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