Object-Relational Queries over CFDI
Authors: Jason St. Jacques, David Toman, Grant Weddell
IJCAI 2016 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | 5 Experiments To confirm practicality, we applied our framework to a modified version of the LUBM benchmark in which we introduce a relational schema. We then defined a knowledge base TBox that embeds this schema and supplied various virtual ABoxes according to a number of configurations of generated data for the LUBM benchmark [Guo et al., 2005]. We performed the tests on Mac Book Pro with 3ghz Core i7 CPU, 16gb RAM (OSX 10.11.1), and Postgres 9.4. Figure 4 reports the time needed to load the raw data, to index it, and to compute the ABox completion. |
| Researcher Affiliation | Academia | Jason St. Jacques, David Toman, and Grant Weddell Cheriton School of Computer Science, University of Waterloo, Canada jw.stjacques@gmail.com, {david,gweddell}@cs.uwaterloo.ca |
| Pseudocode | No | The paper presents rules and definitions for its processes (e.g., Figure 3 for ABox Completion Rules, Definition 11 for query rewriting), but does not include explicitly labeled pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide any explicit statement or link regarding the availability of its source code. |
| Open Datasets | Yes | We applied our framework to a modified version of the LUBM benchmark in which we introduce a relational schema. We then defined a knowledge base TBox that embeds this schema and supplied various virtual ABoxes according to a number of configurations of generated data for the LUBM benchmark [Guo et al., 2005]. |
| Dataset Splits | No | The paper mentions applying its framework to different scales of the LUBM benchmark (e.g., LUBM scale 10, 50, 100) and reports metrics for data loading, indexing, and completion, but it does not specify any training, validation, or test dataset splits. |
| Hardware Specification | Yes | We performed the tests on Mac Book Pro with 3ghz Core i7 CPU, 16gb RAM (OSX 10.11.1), and Postgres 9.4. |
| Software Dependencies | Yes | We performed the tests on Mac Book Pro with 3ghz Core i7 CPU, 16gb RAM (OSX 10.11.1), and Postgres 9.4. |
| Experiment Setup | No | The paper describes the logical framework, ABox completion rules (Figure 3), and query rewriting (Definition 11), but it does not specify concrete hyperparameters, training configurations, or system-level settings typically found in experimental setups for models (e.g., learning rates, batch sizes, epochs). |