Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in Coakley et alK. L. Coakley, T. Snelleman, H. Hoos, and O. E. Gundersen, "The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers," Under Review, 2026..
Semantics for Active Integrity Constraints Using Approximation Fixpoint Theory
Authors: Bart Bogaerts, Luís Cruz-Filipe
IJCAI 2017 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | In this paper, we apply approximation fixpoint theory, an algebraic framework that unifies semantics of non-monotonic logics, to the field of AICs. This results in a new family of semantics for AICs, of which we study semantics and relationships to existing semantics. |
| Researcher Affiliation | Academia | KU Leuven, Department of Computer Science Celestijnenlaan 200A, Leuven, Belgium University of Southern Denmark, Department of Mathematics and Computer Science Campusvej 55, Odense, Denmark |
| Pseudocode | No | The paper does not contain any structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide any concrete access to source code for the methodology described. |
| Open Datasets | No | The paper does not use datasets for empirical evaluation, hence no information about public dataset availability is provided. |
| Dataset Splits | No | The paper does not describe empirical experiments or dataset usage, so there is no mention of training/validation/test splits. |
| Hardware Specification | No | The paper does not mention any specific hardware used for experiments as it is a theoretical work. |
| Software Dependencies | No | The paper does not specify any software dependencies with version numbers as it is a theoretical work. |
| Experiment Setup | No | The paper is theoretical and does not describe an experimental setup with hyperparameters or system-level settings. |