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A vision for socially incentivised recommendations

Taylor, Phillip and Barakat, Lina and Griffiths, Nathan and Miles, Simon (2019) A vision for socially incentivised recommendations. In: 2019 Workshop on Responsible Artificial Intelligence Agents, 2019-05-13 - 2019-05-14, Montreal, Canada.

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Abstract

Typically, recommender systems focus solely on individual preferences of users or small groups of users, but recommendations can have effects on the wider social structure. Social considerations are there- fore necessary in recommendation generation. In this paper, we identify gaps in literature relevant to socially responsible recommendation sys- tems, and present a number of challenges. Finally, we present a vision for an architecture capable of generating socially responsible recommen- dations and encouraging their acceptance via incentives and rationales.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Published proceedings: _not provided_
Divisions: Faculty of Science and Health > Computer Science and Electronic Engineering, School of
Depositing User: Elements
Date Deposited: 21 Dec 2020 11:07
Last Modified: 21 Dec 2020 11:07
URI: http://repository.essex.ac.uk/id/eprint/29396

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