Sonja Smets

Sonja Smets

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

The organizations/institutes from the scholar's latest article


Sonja Smets has a total of 29 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Comparing Knowledge: An Analysis of the Relative Epistemic Powers of Groups

    by Alexandru Baltag, Sonja Smets

    We use a novel type of epistemic logic, employing comparative knowledge assertions, to analyze the relative epistemic powers of individuals or groups of agents. Such comparative assertions can express that a group has the potential to (collectively) know everything that another group can know. Moreover, we look at comparisons involving various types of knowledge (fully introspective, positively introspective, etc.), satisfying the corresponding modal-epistemic conditions (e.g., S5, S4, KT). For each epistemic attitude, we are particularly interested in what agents or groups can know about their own epistemic position relative to that of others.

  • Open Access

    Comparing Knowledge: An Analysis of the Relative Epistemic Powers of Groups

    by Baltag Alexandru, Smets Sonja

    We use a novel type of epistemic logic, employing comparative knowledge assertions, to analyze the relative epistemic powers of individuals or groups of agents. Such comparative assertions can express that a group has the potential to (collectively) know everything that another group can know. Moreover, we look at comparisons involving various types of knowledge (fully introspective, positively introspective, etc.), satisfying the corresponding modal-epistemic conditions (e.g., $S5$, $S4$, $KT$). For each epistemic attitude, we are particularly interested in what agents or groups can know about their own epistemic position relative to that of others.

  • Evidence Diffusion in Social Networks: a Topological Perspective

    by Aybüke Özgün, Sonja Smets, Teodor-Ștefan Zotescu

  • How to Avoid Unexpected Exams

    by Alexandru Baltag, Sonja Smets

  • Open Access

    Logic Meets Wigner’s Friend (and their Friends)

    by Alexandru Baltag, Sonja Smets

    We take a fresh look at Wigner’s Friend thought-experiment and some of its more recent variants and extensions, such as the Frauchiger-Renner (FR) Paradox. We discuss various solutions proposed in the literature, focusing on a few questions: What is the correct epistemic interpretation of the multiplicity of state assignments in these scenarios? Under which conditions can one include classical observers into the quantum state descriptions, in a way that is still compatible with traditional Quantum Mechanics? Under which conditions can one system be admitted as an additional ‘observer’ from the perspective of another background observer? When can the standard axioms of multi-agent Epistemic Logic (that allow “knowledge transfer” between agents) be applied to quantum-physical observers? In the last part of the paper, we propose a new answer to these questions, sketch a particular formal implementation of this answer, and apply it to obtain a principled solution to Wigner Friend-type paradoxes.


  • Open Access

    Logic meets Wigner's Friend (and their Friends)

    by Alexandru Baltag, Sonja Smets

    We take a fresh look at Wigner's Friend thought-experiment and some of its more recent variants and extensions, such as the Frauchiger-Renner (FR) Paradox. We discuss various solutions proposed in the literature, focusing on a few questions: What is the correct epistemic interpretation of the multiplicity of state assignments in these scenarios? Under which conditions can one include classical observers into the quantum state descriptions, in a way that is still compatible with traditional Quantum Mechanics? Under which conditions can one system be admitted as an additional 'observer' from the perspective of another background observer? When can the standard axioms of multi-agent Epistemic Logic (that allow "knowledge transfer" between agents) be applied to quantum-physical observers? In the last part of the paper, we propose a new answer to these questions, sketch a particular formal implementation of this answer, and apply it to obtain a principled solution to Wigner Friend-type paradoxes.

  • Open Access

    Detecting bots with temporal logic

    by Mina Young Pedersen, Marija Slavkovik, Sonja Smets

    Social bots are computer programs that act like human users on social media platforms. Social bot detection is a rapidly growing field dominated by machine learning approaches. In this paper, we propose a complementary method to machine learning by exploring bot detection as a model checking problem. We introduce Temporal Network Logic (TNL) which we use to specify social networks where agents can post and follow each other. Using this logic, we formalize different types of social bot behavior with formulas that are satisfied in a model of a network with bots. We also consider an extension of the logic where we explore the expressive power of including elements from hybrid logic in our framework. We give model checking algorithms for TNL and its hybrid extension, and show that the complexity of the former is in p and the latter in pspace .


  • Netreason: reasoning about social networks

    by Giuseppe Primiero, Marija Slavkovik, Sonja Smets

    The spread and exchange of information among people has been formally studied in the social sciences since the 1950s. The ways in which we do communicate has changed multiple times since. In particular, since the digitalization of communication methods, the speed of information exchange, the connectivity among people and with artificial agents, the reachability of information contents have all changed. Moreover, we now have an almost permanent record of what knowledge has been communicated, when, by whom. This novel status of information exchange has rapidly become a new field of studies on its own. The understanding of networked communication has thus become ubiquitous in multi-agent systems in AI, in epistemic-social logics and of course in social network analysis. Works that address this challenge are also split across these fields. This special issue is devoted to the theme of the ECAI workshop ‘Netreason: Reasoning About Social Networks’ (organized online on September...

  • Open Access

    Reasoning about Quantum Information: An Overview of Quantum Dynamic Logic

    by Alexandru Baltag, Sonja Smets

    This paper provides an overview of quantum dynamic logics, showing how they have been designed and illustrating how these logics can be applied to verify the correctness of quantum protocols. Similar to the advantages of using dynamic logics to reason about the flow of classical information, the quantum analogues of these logics are tailored to the task of reasoning about the flow of quantum information. We present our logical systems in a modular way, starting with the qualitative logic of quantum measurements and unitary evolutions in single quantum systems, which can already express non-classical effects, e.g., the state-changing interference induced by quantum tests, their non-commutativity, etc. We then move on to logics for compound quantum systems that can capture the non-local features of quantum information: separability, entanglement, correlated measurements, Bell states, etc. We then briefly summarize the logic of quantum probabilities and sketch some applications to quantum protocols.