D!ARC Network veröffentlicht vom Universitätszentrum D!ARC – Digital Age Research Center

Implicit Hate Speech – Non-Negative Stereotypes About Identity Groups

March 25th          at 11:45 – 13:15           in S.1.05

Univ.-Ass. Tina Lommel, Bakk. MA (D!ARC / Computational Linguistics)

Abstract:

Hate speech is not always overtly offensive — it often appears in subtle, implicit forms. One specific example is seemingly neutral or even positive statements about identity groups that still reinforce stereotypes or convey discriminatory meanings (e.g., Women make good cooks). This presentation explores this form of implicit hate speech and introduces a newly developed dataset that systematically captures such statements. The impact of different linguistic formulations on the perception of offensiveness is examined, highlighting when seemingly harmless statements may be considered problematic. Additionally, the shifting nature of stereotypes depending on context is analyzed, illustrating how their perceived offensiveness varies. Finally, approaches to the automated detection of such linguistic patterns are discussed, along with the challenges involved.

Tina Lommel is a PhD candidate in Computational Linguistics and works at the Digital Age Research Center at the University of Klagenfurt. Her research focuses on improving the automatic detection of hate speech and implicit hate speech.

 

„The Quest for Wisdom: How video games provide life insights and fuel personal growth“

January 15th 2025         at 01:30 – 03:00pm             in V.1.04.

Univ.-Ass. Imke Alenka Harbig, BSC.MSC. (Wisdom Lab University of Klagenfurt)

Abstract:

Wisdom and personal growth are gained through life experiences (e.g., Glück et al., 2019). But must these experiences occur in the real world to provide valuable lessons and insights? Playing video games has been shown to have beneficial effects on cognition, emotional regulation, and social behaviour (Granic et al., 2014). This raises an intriguing question: to what extent can playing video games have a holistic effect on the players’ personal growth, beyond isolated positive effects? This talk presents findings from two empirical studies, exploring the types of life insights people gain from video games and the role these games play in fostering personal growth among players.

 

Enhancing Battery Health Monitoring in Battery Assembly Digital Twin (BATCAT)

26th of November 2024         11:45 – 13:15         V.1.07

Dipl. Ing. Mohamed El Bahnasawi, B.Sc.
Wissenschaftlicher Mitarbeiter
Artificial Intelligence and Cybersecurity (AICS) |  Production Systems (PROSYS)
Institute for Smart System Technologies (SST) | Transportation Informatics Group  (TIG )
Abstract:
This work is part of the BatCAT project, which aims to advance battery manufacturing through the development of digital twins by integrating multi-physics models, machine learning, and explainable AI. In Work Package 5, we focus on creating machine learning models to monitor battery health, specifically targeting key metrics such as State of Health (SOH) and Remaining Useful Life (RUL). Current efforts include creating and testing hybrid models like Cellular Neural Networks (CeNNs), Transformers, and Autoencoders, which are designed to capture both spatial and temporal patterns in battery systems. To ensure transparency and trust in the predictions, we integrate explainable AI methods, while maintaining high performance. This work contributes to reliable and interpretable tools for monitoring battery health in the battery assembly digital twin (BatCat).

„The Codec of Celovec: Exploring Local Climate (Re-)Actions and Their Implications“

November 5th 2024              at 11:45                 in V.1.07.

Johannes Kröger, BA MA (Institut für Kulturanalyse, IFK – Abteilung Empirische Kulturwissenschaft/Kulturanthropologie)

Abstract of the talk:

Klagenfurt’s aspiration to achieve climate neutrality by 2030 is undermined by its reliance on car-dependent infrastructure, fragmented governance, and policies that fail to foster genuine sustainability. While the city actively promotes various sustainability initiatives, these efforts often rely on compensatory measures—such as offsetting pollution through its natural resources—without addressing the deeper cultural and behavioral factors that drive environmental degradation. This situation raises important questions about the interactions between political structures, social dynamics, and individual behaviors, which together contribute to the gap between the city’s climate neutrality goals and actual environmental practices. Through an interdisciplinary approach, including digital tools, qualitative fieldwork, stakeholder interviews and an in-depth analysis of policy frameworks, this study aspires to offer insights that not only tackle local challenges but also contribute to wider debates on environmental justice and sustainable living at a global scale.