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Trusty Ally or Faithless Snake: Modeling the Role of Human Memory and Expectations in Social Exchange

Publication ,  Conference
Morgan, JH; Lebiere, C; Moody, J; Orr, MG
Published in: Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics
January 1, 2021

Exchange is a foundational form of human interaction underlying more complex forms of cooperation and collaboration. Exchange scholars have demonstrated that both the structure of exchange relationships, and the cultural logics that govern them influence the benefits that exchange partners contribute and receive. These factors influence behavior by shaping expectations; but, the cognitive process involved in forming expectations over the course of repeated exchanges is less well understood. We introduce a cognitive model of social exchange implemented in ACT-UP, employing instance-based learning (Gonzalez et al. 2003). In this paper, we focus on how the logical structure of exchange relationships influences exchange behaviors by comparing simulation outcomes to experimental data collected by (Molm et al. 2013). We find that the cognitive model is able to replicate well the outcomes of negotiated exchanges but that reciprocal exchanges pose a greater challenge.

Duke Scholars

Published In

Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics

DOI

EISSN

1611-3349

ISSN

0302-9743

Publication Date

January 1, 2021

Volume

12720 LNCS

Start / End Page

268 / 278

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences
 

Citation

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MLA
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Morgan, J. H., Lebiere, C., Moody, J., & Orr, M. G. (2021). Trusty Ally or Faithless Snake: Modeling the Role of Human Memory and Expectations in Social Exchange. In Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics (Vol. 12720 LNCS, pp. 268–278). https://doi.org/10.1007/978-3-030-80387-2_26
Morgan, J. H., C. Lebiere, J. Moody, and M. G. Orr. “Trusty Ally or Faithless Snake: Modeling the Role of Human Memory and Expectations in Social Exchange.” In Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 12720 LNCS:268–78, 2021. https://doi.org/10.1007/978-3-030-80387-2_26.
Morgan JH, Lebiere C, Moody J, Orr MG. Trusty Ally or Faithless Snake: Modeling the Role of Human Memory and Expectations in Social Exchange. In: Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics. 2021. p. 268–78.
Morgan, J. H., et al. “Trusty Ally or Faithless Snake: Modeling the Role of Human Memory and Expectations in Social Exchange.” Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, vol. 12720 LNCS, 2021, pp. 268–78. Scopus, doi:10.1007/978-3-030-80387-2_26.
Morgan JH, Lebiere C, Moody J, Orr MG. Trusty Ally or Faithless Snake: Modeling the Role of Human Memory and Expectations in Social Exchange. Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics. 2021. p. 268–278.

Published In

Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics

DOI

EISSN

1611-3349

ISSN

0302-9743

Publication Date

January 1, 2021

Volume

12720 LNCS

Start / End Page

268 / 278

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences