Please use this identifier to cite or link to this item: http://hdl.handle.net/2067/43668
Title: Explanation in Multi-Stakeholder Recommendation for Enterprise Decision Support Systems
Authors: Cornacchia, Giandomenico
Donini, Francesco Maria 
Narducci, Fedelucio
Pomo, Claudio
Ragone, Azzurra
Issue Date: 2021
Abstract: 
Business agility requires support from recommendation systems, but explaining recommendations may yield information disclosure. We analyze how to provide explanations in the scenario of Multi-Stakeholder Recommendation where the sensible information of one stakeholder should not be disclosed in the explanation to another stakeholder. Among the several types of explanations analyzed, counterfactual explanations come off best as they allow the system to preserve each stakeholder’s privacy and sensitive information in terms of preferences.
URI: http://hdl.handle.net/2067/43668
ISBN: 9783030790219
DOI: 10.1007/978-3-030-79022-6_4
Appears in Collections:D1. Contributo in Atti di convegno

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