Nina Grgić-Hlača

schoolMax Planck Institutebar_chart#1442 Global Rank

Total Papers

HCI Rank

#1442

Research Areas

Years Active

Recent Publications

Lay Perceptions of Algorithmic Discrimination in the Context of Systemic Injustice

Algorithmic fairness research often disregards concerns related to systemic injustice. We study how contextualizing algorithms within systemic injustice impacts lay perceptions of algorithmic discrimination. Using the hiring domain as a case-study, we conduct a 2x3 between-participants experiment (N=716), studying how…

CHI '252nd AuthorGenerative AI (Text, Image, Music, Video) +2

Public Opinions About Copyright for AI-Generated Art: The Role of Egocentricity, Competition, and Experience

Breakthroughs in generative AI (GenAI) have fueled debates concerning the artistic and legal status of AI-generated creations. We investigate laypeople's perceptions (N=432) of AI-generated art through the lens of copyright law. We study lay judgments of GenAI images concerning several copyright-related factors and ca…

CSCW '241st AuthorSession 3a: Unpacking User Interpretation and System Design

(De)Noise: Moderating the Inconsistency Between Human Decision-Makers

Prior research in psychology has found that people’s decisions are often inconsistent. An individual’s decisions vary across time, and decisions vary even more across people. Inconsistencies have been identified not only in subjective matters, like matters of taste, but also in settings one might expect to be more obj…

CHI '232nd AuthorExplainable AI (XAI) +2

Blaming Humans and Machines: What Shapes People's Reactions to Algorithmic Harm

Artificial intelligence (AI) systems can cause harm to people. This research examines how individuals react to such harm through the lens of blame. Building upon research suggesting that people blame AI systems, we investigated how several factors influence people's reactive attitudes towards machines, designers, and…

CHI '22CorrespondingAI Ethics, Fairness & Accountability +2

"Look! It's a Computer Program! It's an Algorithm! It's AI!'': Does Terminology Affect Human Perceptions and Evaluations of Algorithmic Decision-Making Systems

In the media, in policy-making, but also in research articles, algorithmic decision-making (ADM) systems are referred to as algorithms, artificial intelligence, and computer programs, amongst other terms. We hypothesize that such terminological differences can affect people's perceptions of properties of ADM systems,…

CHI '212nd AuthorExplainable AI (XAI) +3

Human Perceptions on Moral Responsibility of AI: A Case Study in AI-Assisted Bail Decision-Making

How to attribute responsibility for autonomous artificial intelligence (AI) systems' actions has been widely debated across the humanities and social science disciplines. This work presents two experiments (N=200 each) that measure people's perceptions of eight different notions of moral responsibility concerning AI a…

CSCW '191st AuthorAlgorithms and Governance

Human Decision Making with Machine Assistance: An Experiment on Bailing and Jailing

Much of political debate focuses on the concern that machines might take over. Yet in many domains it is much more plausible that the ultimate choice and responsibility remain with a human decision-maker, but that she is provided with machine advice. A quintessential illustration is the decision of a judge to bail or…

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