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Personalized recommendations in e-participation: offline experiments for the 'Decide Madrid' platform

Published:31 August 2017Publication History

ABSTRACT

In e-participation platforms, citizens suggest, discuss and vote online for initiatives aimed to address a wide range of issues and problems in a city, such as economic development, public safety, budges, infrastructure, housing, environment, social rights, and health care. For a particular citizen, the number of proposals and debates may be overwhelming, and recommender systems could help filtering and ranking those that are more relevant. Focusing on a particular case, the `Decide Madrid' platform, in this paper we empirically investigate which sources of user preferences and recommendation approaches could be more effective, in terms of several aspects, namely precision, coverage and diversity.

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  • Published in

    cover image ACM Other conferences
    CitRec '17: Proceedings of the International Workshop on Recommender Systems for Citizens
    August 2017
    38 pages
    ISBN:9781450353700
    DOI:10.1145/3127325
    • Conference Chairs:
    • Jie Yang,
    • Zhu Sun,
    • Alessandro Bozzon,
    • Jie Zhang,
    • Martha Larson

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    New York, NY, United States

    Publication History

    • Published: 31 August 2017

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