Publications & Outreach

Key publications and communications advancing and showcasing Logica.

Peer-Reviewed Papers

2025

[LOPSTR]Natural Language to LOGICA: Towards Interactive and Explainable Data Analytics

Ojaswa Garg, Shayan Mirjafari, Yilin Xia, Shawn Bowers, Bertram Ludäscher, and Evgeny Skvortsov

SpringerDataset

[EDBT]LOGICLM: Robust Application of Large Language Models with Logic Programming for Data Analytics

Evgeny Skvortsov, Shayan Mirjafari, Ojaswa Garg, Yilin Xia, Shawn Bowers, and Bertram Ludäscher

OpenProceedingsGitHub

[TGD@EDBT]Logica-TGD: Transforming Graph Databases Logically

Evgeny Skvortsov, Yilin Xia, Bertram Ludäscher, and Shawn Bowers

CEUR-WS.org

2024

[EDBT]Logica: Declarative Data Science for Mere Mortals

Evgeny Skvortsov, Yilin Xia, and Bertram Ludäscher

OpenProceedingsColab

[PEG@ICLP]From Logic Programming to Programming in Logica: A First-Course in Declarative Data Science & Engineering

Evgeny Skvortsov, Yilin Xia, Shawn Bowers, and Bertram Ludäscher

CEUR-WS.org

[Datalog 2.0]The Logica System: Elevating SQL Databases to Declarative Data Science Engines

Evgeny Skvortsov, Yilin Xia, Shawn Bowers, and Bertram Ludäscher

CEUR-WS.orgColab

Public Outreach & Press

• [2024] Hacker News Logica – Declarative logic programming language for data
• [2023] i-programmer Go In Top 10 On TIOBE Index
• [2023] Google Open Source Blog Full support of PostgreSQL engine comes to Logica
• [2021] Dice.com Logica: Google’s New Language Wants to Make You Hate SQL
• [2021] Dice.com 5 Programming Languages That Could Grow Big by 2030
• [2021] The Register Google proposes Logica data language for building more manageable SQL code
• [2021] InfoWorld Google's Logica language addresses SQL's flaws
• [2021] Google Open Source Blog Logica: organizing your data queries, making them universally reusable and fun