Forgetting Concept and Role Symbols in
Authors: ALCOIHμ
IJCAI 2016 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | We have implemented a prototype of the forgetting method in Java using the OWL-API1 and conducted two series of experiments on real-world ontologies to evaluate the practicality of the method. |
| Researcher Affiliation | Academia | Yizheng Zhao and Renate A. Schmidt The University of Manchester, UK |
| Pseudocode | No | The paper presents formal rules for calculus (Figures 2-5) but does not include structured pseudocode or algorithm blocks describing the procedural steps of the implementation. |
| Open Source Code | No | The paper states 'We have implemented a prototype of the forgetting method in Java using the OWL-API1' but does not provide a link or explicit statement about making their prototype's source code publicly available. |
| Open Datasets | Yes | The ontologies used for our evaluation were taken from the NCBO Bio Portal2 and Oxford Ontology3 repositories and were restricted to the ALCOIH(O, u)-fragments |
| Dataset Splits | No | The paper applies its method to entire ontologies and evaluates success rates; it does not describe train/validation/test dataset splits as would typically be done for machine learning experiments. |
| Hardware Specification | Yes | The experiments were run on a desktop with an Intelr Core TM i7-4790 processor, and four cores running at up to 3.60 GHz and 8 GB of DDR3-1600 MHz RAM. |
| Software Dependencies | No | The paper mentions using 'Java' and 'OWL-API1' (with a URL for OWL-API), but it does not specify version numbers for either of these software components. |
| Experiment Setup | Yes | To fit in with real-world applications...we forgot 10% and 30% of concept and role symbols in each ontology...We therefore set up another series of experiments where we forgot 80% of the concept symbols and 50% of the role symbols in each ontology. The symbols to be forgotten were randomly selected...a timeout of 15 minutes was used. |