TAPAI @ ISWC 2025: Trust, Autonomy, and Accountability in PKG-Based Agentic AI

A seminar at ISWC 2025

Join us at TAPAI @ ISWC 2025, a seminar exploring how Personal Knowledge Graphs (PKGs) can foster trust, autonomy, and accountability in Agentic Artificial Intelligence. This session addresses critical challenges in leveraging personal data for AI-driven automation and personalization.

The personal AI agent market is projected to reach $56.3 billion by 2034. — Market Research, 2024

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About the Seminar

This seminar examines how PKGs can ensure trust, autonomy, and accountability in Agentic AI. As AI agents increasingly use personal data, key questions arise: Can they be trusted with sensitive information? How can users maintain control? How do we ensure accountability for misuse? Through expert talks and discussions, we’ll explore solutions for user-centric AI.

Key Topics

Trust: Building confidence in AI systems.
Autonomy: Empowering user control over data.
Accountability: Ensuring responsible AI decisions.
Ethics: Addressing ethical implications.
Diversity: Promoting inclusive perspectives.
PKGs: Personal Knowledge Graphs for AI.
Agentic AI: The next generation of AI agents.

Motivation & Objectives

“2025 will be the year of AI Agents.” — NVIDIA CEO, November 2024

The rise of AI agents like OpenAI’s Operator and Google’s Jarvis underscores the role of Knowledge Graphs in personalization. However, concerns about data abuse are growing. Sir Tim Berners-Lee called the Web “anti-human” in 2018 due to data centralization, and the EU AI Act emphasizes human rights. This seminar aims to:

Define requirements for trustworthy PKG-based AI.
Ensure user autonomy in AI interactions.
Develop accountability mechanisms for AI decisions.
Promote ethical diversity in AI systems.

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Call for Contributions

We invite 1-page position statements on trust, autonomy, accountability, or ethical diversity in PKG-based AI. Submit by October 15, 2025, to tapai2025@example.com. Selected contributors may present briefly, time permitting.

Share your vision for ethical AI with PKGs!

Format & Schedule

This seminar features expert presentations and interactive discussions, culminating in a shared outcomes document.

Tentative Schedule

Time	Activity
09:00–09:30	Welcome, Objectives, and Introductions
09:30–10:30	Keynote Talks: Trust and Autonomy in AI
10:30–10:45	Coffee Break
10:45–12:15	Panel Discussion: Accountability and Ethics
12:15–12:45	Q&A and Key Insights
12:45–14:00	Lunch
14:00–15:30	Breakout Sessions: PKGs and Agentic AI
15:30–16:00	Synthesis and Emergent Questions
16:00–16:30	Action Planning: Future Directions
16:30–17:00	Closing Remarks and Reflection

Note: Schedule may adjust based on ISWC 2025.

Organizers

John Domingue, The Open University, UK Professor at the Knowledge Media Institute, Chair of the ESWC Steering Committee. Focuses on semantics, AI, and eLearning.
Aidan Hogan, University of Chile Associate Professor, specializing in Semantic Web and Knowledge Graphs.
Luis-Daniel Ibáñez, University of Southampton, UK Lecturer, researching Data Marketplaces and Decentralized Knowledge Graphs.
Oshani Seneviratne, Rensselaer Polytechnic Institute, USA Assistant Professor, BRAINS Lab, focusing on decentralized systems and web science.
Maria-Esther Vidal, Leibniz University Hannover, Germany Professor, leading data management and ML over Knowledge Graphs.

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