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Modeling Degrees of Fairness for Collaborations

Volk, Florian ; Pelevina, Maria ; Habib, Sheikh Mahbub ; Hauke, Sascha ; Mühlhäuser, Max (2014)
Modeling Degrees of Fairness for Collaborations.
13th IEEE International Conference on Trust, Security and Privacy in Computing and Communications.
Conference or Workshop Item, Bibliographie

Abstract

Common conceptualizations of trust concern expectations about the future behavior of an entity. We focus on expectations about fair future behavior: this aspect was insufficiently formalized to date, prohibiting formal reasoning about fairness. In this paper, we extend our previous binary fairness model to a gradual one. We demonstrate the capabilities of gradual fairness in two scenarios: `"distributing revenue in open-ended funds" and "e-business retailing". In both scenarios, independent partners decide on business collaboration under incomplete information. Furthermore, we contribute an approach to determining an optimal distribution under different types and grades of fairness expectations.

Item Type: Conference or Workshop Item
Erschienen: 2014
Creators: Volk, Florian ; Pelevina, Maria ; Habib, Sheikh Mahbub ; Hauke, Sascha ; Mühlhäuser, Max
Type of entry: Bibliographie
Title: Modeling Degrees of Fairness for Collaborations
Language: English
Date: 2014
Publisher: IEEE
Event Title: 13th IEEE International Conference on Trust, Security and Privacy in Computing and Communications
Abstract:

Common conceptualizations of trust concern expectations about the future behavior of an entity. We focus on expectations about fair future behavior: this aspect was insufficiently formalized to date, prohibiting formal reasoning about fairness. In this paper, we extend our previous binary fairness model to a gradual one. We demonstrate the capabilities of gradual fairness in two scenarios: `"distributing revenue in open-ended funds" and "e-business retailing". In both scenarios, independent partners decide on business collaboration under incomplete information. Furthermore, we contribute an approach to determining an optimal distribution under different types and grades of fairness expectations.

Divisions: 20 Department of Computer Science
20 Department of Computer Science > Telecooperation
Date Deposited: 02 Apr 2015 15:22
Last Modified: 14 Jun 2021 06:14
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