Chapter 10 The Adequacy of Artificial Intelligence Tools to Combat Misinformation

Komendantova, N. ORCID: https://orcid.org/0000-0003-2568-6179, Ekenberg, L. ORCID: https://orcid.org/0000-0002-0665-1889, Amann, W., Danielson, M., & Koulolias, V. (2021). Chapter 10 The Adequacy of Artificial Intelligence Tools to Combat Misinformation. In: Resilience in the Digital Age. pp. 172-198 Springer. ISBN 978-3-030-70369-1 10.1007/978-3-030-70370-7_10.

Full text not available from this repository.

Abstract

We discuss a computationally meaningful process for evaluating misinformation detection tools in the context of immigration in Austria, admitting for the wide variety of qualitative and quantitative data involved. The evaluation machinery is based on a library of tools to support the process in both the elicitation and evaluation phases, including automatized preference elicitation procedures, development of result robustness measures as well as algorithms for co-evaluating quantitative and qualitative data in various formats. The focus of our work is on the Austrian limited profit housing sector, which makes up 24% of the total housing stock and more than 30% of the total of new construction, with a high share of migrants as tenants. We describe the results from workshops analysing the existing misinformation on migration issues in Austria, where we also introduced a co-creation phase. To better understand the stakeholder ecosystem and the lifecycle of misinformation towards social conflicts, we applied a software for integrated multi-stakeholder-multi-attribute problems under risk subject to incomplete or imperfect information, based on the evaluation machinery. Perceived counter-measures of importance turned out to be institutional and regulatory measures in combination with the creation of info-points, measures to raise awareness and stimulate critical thinking, production of tools to deal with misinformation, provision of reliable sources of information, and creation of a culture of thinking.

Item Type: Book Section
Uncontrolled Keywords: Misinformation; Migration; Austria; Limited profit housing sector; Social media; Preconditions; And social conflicts
Research Programs: Advancing Systems Analysis (ASA)
Advancing Systems Analysis (ASA) > Cooperation and Transformative Governance (CAT)
Depositing User: Luke Kirwan
Date Deposited: 24 Feb 2021 07:46
Last Modified: 24 Feb 2021 07:46
URI: http://pure.iiasa.ac.at/17053

Actions (login required)

View Item View Item

International Institute for Applied Systems Analysis (IIASA)
Schlossplatz 1, A-2361 Laxenburg, Austria
Phone: (+43 2236) 807 0 Fax:(+43 2236) 71 313