LCAM – Legal Case Law Analytics & Modeling

Consortium

🌍 Partners

Linnæus University (Sweden)

The Faculty of Science and Engineering and the Mathematics Department at LNU have built up significant competence in Machine Learning, data-intensive studies (DISA), and the analysis of complex systems

Role in LCAM: LNU serves as coordinating institution, ensures risk-managed delivery, organises mobility and reporting, and leads the design of search algorithms and pattern-recognition software by drawing on its experience as PI of the German Epidemic MicroSimulation framework.

Institutional scale: sixth-largest Swedish university, two campuses (Växjö & Kalmar), ~44 000 students and 2 100 staff, with a Grants Office that routinely leads Horizon Europe and Erasmus+ projects.

Taras Shevchenko National University of Kyiv (TSNUK), Ukraine

TSNUK is globally recognized as a leading institution for higher education and research across various disciplines.It stands as a multidisciplinary educational and scientific hub, centrally located in Kyiv yet with a strong national presence. The Faculty of Mechanics and Mathematics is one of the leading units at TSNUK. Its scientists have wide international recognition, with world-famous scientific schools of algebra, differential equations, probability theory and mechanics. A separate mention should be made of the Educational and Scientific Institute of Law, where highly professional practising lawyers share their knowledge and experience.

Prior expertise: TSNUK recently ran the research project “Innovative technologies for processing court decisions using machine-learning algorithms,” producing a hardware-software complex for pre-processing judgment texts and a structured database for basic predictions.

Role in LCAM: leads methodology for automatic data collection, develops user-friendly labelling interface, adapts neural networks for predicting litigation indicators, and drives taxonomy design and large-scale case labelling. TSNUK leads the methodology for automatic data collection, builds the labelling interface, adapts neural networks for predicting litigation indicators, and provides deep expertise in civil procedure and ADR through Professors Izarova and Prytyka.

Together, LNU brings cutting-edge data-science coordination capacity, while TSNUK contributes deep mathematical and legal expertise plus on-the-ground data-engineering experience—a complementary partnership positioned to deliver LCAM’s AI-powered analytics for judicial reform.

👥 TSNUK Team

TSNUK Team Members

The Ukrainian project team at Taras Shevchenko National University of Kyiv (TSNUK) brings together an exceptional group of experts in mathematics, machine learning, and legal science:

• Dr. Tetyana Ianevych
  serves as the Project Manager. She is a Senior Research Fellow and Deputy Dean for Research at the Faculty of Mechanics and Mathematics. Her academic focus lies in survey statistics and machine learning.
• Prof. Yuliya Mishura,
  Doctor of Physical and Mathematical Sciences, is a Professor in the Department of Probability Theory, Statistics and Actuarial Mathematics. She is widely recognized for her contributions to stochastic modeling and serves as the Scientific Lead on the Ukrainian side.
• Dr. Vitalii Golomoziy,
  Associate Professor in the same department, specializes in machine learning and software engineering. He contributes to the technical design and implementation of data-processing tools.
• Dr. Vitalii Miroshnychenko,
  Assistant Professor, also from the Department of Probability Theory, supports the development of applied probability models within the project.
• Prof. Iryna Izarova,
  Doctor of Legal Sciences and Professor at the Department of Justice in the Institute of Law, provides leadership on civil procedural law and legal methodology.
• Prof. Yurii Prytyka,
  Doctor of Legal Sciences and Head of the Department of Civil Procedure at the Institute of Law, is an established expert in alternative dispute resolution and legal reform.
• Mag. Yuliya Hartman
  is a PhD candidate at the Department of Justice. Her research focuses on access to justice and compensation for war-related damages.
• Bohdana Zagrebelyna,
  Master of Laws (LL.M.) from Ivan Franko National University of Lviv, contributes as a junior legal researcher in judicial reform and legal analytics.
• Yurii Basiuk
  is a PhD candidate at the Department of Justice and supports the project in areas of legal informatics and procedural law.

Together, this multidisciplinary team plays a central role in LCAM’s methodological development, legal interpretation, and software implementation tasks.