cff-version: 1.2.0
abstract: "<p>Code for the paper "Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems", under review at JAIR. This code contains five value preferences estimation methods based on participants' choices and textual justifications for a survey. Further, it implements an Active Learning pipeline with three sampling strategies---random, uncertainty, and driven by the estimation of value preferences. The pre-trained Dutch mode RobBERT is used to perform value classification.</p>"
authors:
  - family-names: Liscio
    given-names: Enrico
    orcid: "https://orcid.org/0000-0002-8285-5867"
  - family-names: Cavalcante Siebert
    given-names: Luciano
    orcid: "https://orcid.org/0000-0002-7531-3154"
  - family-names: Jonker
    given-names: C.M. (Catholijn)
    orcid: "https://orcid.org/0000-0003-4780-7461"
  - family-names: Murukannaiah
    given-names: Pradeep K.
    orcid: "https://orcid.org/0000-0002-1261-6908"
title: "Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems - code"
keywords:
version: 1
identifiers:
  - type: doi
    value: 10.4121/b6e1f929-675e-4867-b657-a6c77d9f67ae.v1
license: MIT
date-released: 2023-12-18