Search Results for author: Timotheus Kampik

Found 10 papers, 2 papers with code

Contribution Functions for Quantitative Bipolar Argumentation Graphs: A Principle-based Analysis

no code implementations16 Jan 2024 Timotheus Kampik, Nico Potyka, Xiang Yin, Kristijonas Čyras, Francesca Toni

We present a principle-based analysis of contribution functions for quantitative bipolar argumentation graphs that quantify the contribution of one argument to another.

Timeline-based Process Discovery

no code implementations21 Dec 2023 Harleen Kaur, Jan Mendling, Christoffer Rubensson, Timotheus Kampik

For that reason, it is surprising that current techniques for automatic process discovery generate directly-follows graphs and comparable process models, but often miss the opportunity to explicitly represent the time axis.

Large Process Models: Business Process Management in the Age of Generative AI

no code implementations2 Sep 2023 Timotheus Kampik, Christian Warmuth, Adrian Rebmann, Ron Agam, Lukas N. P. Egger, Andreas Gerber, Johannes Hoffart, Jonas Kolk, Philipp Herzig, Gero Decker, Han van der Aa, Artem Polyvyanyy, Stefanie Rinderle-Ma, Ingo Weber, Matthias Weidlich

The continued success of Large Language Models (LLMs) and other generative artificial intelligence approaches highlights the advantages that large information corpora can have over rigidly defined symbolic models, but also serves as a proof-point of the challenges that purely statistics-based approaches have in terms of safety and trustworthiness.

Management

ACROCPoLis: A Descriptive Framework for Making Sense of Fairness

no code implementations19 Apr 2023 Andrea Aler Tubella, Dimitri Coelho Mollo, Adam Dahlgren Lindström, Hannah Devinney, Virginia Dignum, Petter Ericson, Anna Jonsson, Timotheus Kampik, Tom Lenaerts, Julian Alfredo Mendez, Juan Carlos Nieves

Fairness is central to the ethical and responsible development and use of AI systems, with a large number of frameworks and formal notions of algorithmic fairness being available.

Descriptive Fairness

Conversational Process Modeling: Can Generative AI Empower Domain Experts in Creating and Redesigning Process Models?

1 code implementation19 Apr 2023 Nataliia Klievtsova, Janik-Vasily Benzin, Timotheus Kampik, Juergen Mangler, Stefanie Rinderle-Ma

Then a systematic literature review on conversational process modeling is performed, resulting in a taxonomy of application scenarios for conversational process modeling, including paraphrasing and improvement of process descriptions.

JS-son -- A Lean, Extensible JavaScript Agent Programming Library

1 code implementation10 Mar 2020 Timotheus Kampik, Juan Carlos Nieves

To show how the adoption of agent-oriented programming by the software engineering mainstream can be facilitated, we provide a lean JavaScript library prototype for implementing reasoning-loop agents.

Abstract Argumentation and the Rational Man

no code implementations29 Nov 2019 Timotheus Kampik, Juan Carlos Nieves

To assess under which conditions abstract argumentation-based decision-making can be considered economically rational, we derive reference independence as a non-monotonic inference property from a formal model of economic rationality and create a new argumentation principle that ensures compliance with this property.

Abstract Argumentation Decision Making

Towards Explainability for a Civilian UAV Fleet Management using an Agent-based Approach

no code implementations22 Sep 2019 Yazan Mualla, Amro Najjar, Timotheus Kampik, Igor Tchappi, Stéphane Galland, Christophe Nicolle

This paper presents an initial design concept and specification of a civilian Unmanned Aerial Vehicle (UAV) management simulation system that focuses on explainability for the human-in-the-loop control of semi-autonomous UAVs.

Management

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