Towards Efficient Context-Sensitive Deliberation

Maarten Jensen; Harko Verhagen; Loïs Vanhée; Frank Dignum

doi:10.1007/978-3-030-92843-8_31

Towards Efficient Context-Sensitive Deliberation

Maarten Jensen, Harko Verhagen, Loïs Vanhée, Frank Dignum

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Abstract

We propose a context-sensitive deliberation framework where the decision context does not deliver an action straight away, but where rather the decision context and agent characteristics influence the type of deliberation and type of information evaluated which will affect the final decision. The framework is based on the Contextual Action Framework for Computational Agents (CAFCA). Our framework also tailors the deliberation type used to the decision context the agent finds itself in, starting from the least cognitive taxing deliberation types unless the context requires more complex deliberation types. As a proof-of-concept the paper shows how context and information relevance can be used to conceptually expand the deliberation system of an agent.

Original language	English
Title of host publication	Advances in Social Simulation
Subtitle of host publication	Proceedings of the 16th Social Simulation Conference, 20–24 September 2021
Editors	Marcin Czupryna, Bogumił Kamiński
Publisher	Springer Science and Business Media B.V.
Pages	409-421
Number of pages	13
ISBN (Electronic)	9783030928438
ISBN (Print)	9783030928421, 9783030928452
DOIs	https://doi.org/10.1007/978-3-030-92843-8_31
Publication status	Published - 2022
Externally published	Yes
Event	16th Social Simulation Conference, SSC 2021 - Kraków, Poland Duration: 20 Sept 2021 → 24 Sept 2021

Publication series

Name	Springer Proceedings in Complexity
ISSN (Print)	2213-8684
ISSN (Electronic)	2213-8692

Conference

Conference	16th Social Simulation Conference, SSC 2021
Country/Territory	Poland
City	Kraków
Period	20/09/21 → 24/09/21

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10.1007/978-3-030-92843-8_31

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Jensen, M., Verhagen, H., Vanhée, L., & Dignum, F. (2022). Towards Efficient Context-Sensitive Deliberation. In M. Czupryna, & B. Kamiński (Eds.), Advances in Social Simulation: Proceedings of the 16th Social Simulation Conference, 20–24 September 2021 (pp. 409-421). (Springer Proceedings in Complexity). Springer Science and Business Media B.V.. https://doi.org/10.1007/978-3-030-92843-8_31

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title = "Towards Efficient Context-Sensitive Deliberation",

abstract = "We propose a context-sensitive deliberation framework where the decision context does not deliver an action straight away, but where rather the decision context and agent characteristics influence the type of deliberation and type of information evaluated which will affect the final decision. The framework is based on the Contextual Action Framework for Computational Agents (CAFCA). Our framework also tailors the deliberation type used to the decision context the agent finds itself in, starting from the least cognitive taxing deliberation types unless the context requires more complex deliberation types. As a proof-of-concept the paper shows how context and information relevance can be used to conceptually expand the deliberation system of an agent.",

author = "Maarten Jensen and Harko Verhagen and Lo{\"i}s Vanh{\'e}e and Frank Dignum",

year = "2022",

doi = "10.1007/978-3-030-92843-8\_31",

language = "English",

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series = "Springer Proceedings in Complexity",

publisher = "Springer Science and Business Media B.V.",

pages = "409--421",

editor = "Marcin Czupryna and Bogumi{\l} Kami{\'n}ski",

booktitle = "Advances in Social Simulation",

note = "16th Social Simulation Conference, SSC 2021 ; Conference date: 20-09-2021 Through 24-09-2021",

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Jensen, M, Verhagen, H, Vanhée, L & Dignum, F 2022, Towards Efficient Context-Sensitive Deliberation. in M Czupryna & B Kamiński (eds), Advances in Social Simulation: Proceedings of the 16th Social Simulation Conference, 20–24 September 2021. Springer Proceedings in Complexity, Springer Science and Business Media B.V., pp. 409-421, 16th Social Simulation Conference, SSC 2021, Kraków, Poland, 20/09/21. https://doi.org/10.1007/978-3-030-92843-8_31

Towards Efficient Context-Sensitive Deliberation. / Jensen, Maarten; Verhagen, Harko; Vanhée, Loïs et al.
Advances in Social Simulation: Proceedings of the 16th Social Simulation Conference, 20–24 September 2021. ed. / Marcin Czupryna; Bogumił Kamiński. Springer Science and Business Media B.V., 2022. p. 409-421 (Springer Proceedings in Complexity).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

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N2 - We propose a context-sensitive deliberation framework where the decision context does not deliver an action straight away, but where rather the decision context and agent characteristics influence the type of deliberation and type of information evaluated which will affect the final decision. The framework is based on the Contextual Action Framework for Computational Agents (CAFCA). Our framework also tailors the deliberation type used to the decision context the agent finds itself in, starting from the least cognitive taxing deliberation types unless the context requires more complex deliberation types. As a proof-of-concept the paper shows how context and information relevance can be used to conceptually expand the deliberation system of an agent.

AB - We propose a context-sensitive deliberation framework where the decision context does not deliver an action straight away, but where rather the decision context and agent characteristics influence the type of deliberation and type of information evaluated which will affect the final decision. The framework is based on the Contextual Action Framework for Computational Agents (CAFCA). Our framework also tailors the deliberation type used to the decision context the agent finds itself in, starting from the least cognitive taxing deliberation types unless the context requires more complex deliberation types. As a proof-of-concept the paper shows how context and information relevance can be used to conceptually expand the deliberation system of an agent.

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M3 - Conference contribution

SN - 9783030928421

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T3 - Springer Proceedings in Complexity

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BT - Advances in Social Simulation

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Jensen M, Verhagen H, Vanhée L, Dignum F. Towards Efficient Context-Sensitive Deliberation. In Czupryna M, Kamiński B, editors, Advances in Social Simulation: Proceedings of the 16th Social Simulation Conference, 20–24 September 2021. Springer Science and Business Media B.V. 2022. p. 409-421. (Springer Proceedings in Complexity). Epub 2022 Mar 30. doi: 10.1007/978-3-030-92843-8_31

Towards Efficient Context-Sensitive Deliberation

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