Community
The Logica community is a vibrant and collaborative group of data enthusiasts, developers, and researchers. We are dedicated to advancing the use of logic programming for data analytics and fostering an inclusive environment where everyone can share their ideas and learn from each other. Whether you are a seasoned expert or just starting out, you will find a welcoming space to grow your skills, contribute to exciting projects, and connect with like-minded individuals. Join us in our discussions, contribute to our publications, and be part of the innovation in declarative data science.
Questions, ideas?
Please bring up your ideas and ask questions in Logica repository discussions: Discussions.
Publications
2025
- [EDBT] Skvortsov, E., Mirjafari, S., Garg, O., Xia, Y., Bowers, S., & Ludäscher, B. (2025). LOGICLM: Robust Application of Large Language Models with Logic Programming for Data Analytics..
- [TGD EDBT] Skvortsov, E., Xia, Y., Ludäscher, B., & Bowers, S. (2025). Logica-TGD: Transforming Graph Databases Logically.
2024
[EDBT] Skvortsov, E., Xia, Y., & Ludäscher, B. (2024, March). Logica: Declarative Data Science for Mere Mortals.
[PEG ICLP] Skvortsov, E., Xia, Y., Bowers, S., & Ludäscher, B. (2024). From Logic Programming to Programming in Logica: A First-Course in Declarative Data Science & Engineering.
[Datalog 2.0 ICLP] Skvortsov, E., Xia, Y., Bowers, S., & Ludäscher, B. (2024). The Logica System: Elevating SQL Databases to Declarative Data Science Engines.
Press
- Google Open Source Blog Full support of PostgreSQL engine comes to Logica
- Google Open Source Blog Logica: organizing your data queries, making them universally reusable and fun
- Dice.com 5 Programming Languages That Could Grow Big by 2030
- The Register Google proposes Logica data language for building more manageable SQL code
- InfoWorld Google’s Logica language addresses SQL’s flaws