التفاصيل البيبلوغرافية
| العنوان: |
KGCW 2024 Challenge @ ESWC 2024 |
| المؤلفون: |
Van Assche, Dylan, Chaves-Fraga, David, Dimou, Anastasia, Serles, Umutcan, Iglesias, Ana |
| المصدر: |
KGCW, Knowledge Graph Construction Workshop 2024 @ ESWC, Hersonissos, Greece |
| بيانات النشر: |
Zenodo |
| سنة النشر: |
2024 |
| المجموعة: |
Zenodo |
| مصطلحات موضوعية: |
eswc, challenge, knowledge graph, construction, generation, kgcw, r2rml, rml |
| الوصف: |
Knowledge Graph Construction Workshop 2024: challenge Knowledge graph construction of heterogeneous data has seen a lot of uptake in the last decade from compliance to performance optimizations with respect to execution time. Besides execution time as a metric for comparing knowledge graph construction, other metrics e.g. CPU or memory usage are not considered. This challenge aims at benchmarking systems to find which RDF graph construction system optimizes for metrics e.g. execution time, CPU, memory usage, or a combination of these metrics. Task description The task is to reduce and report the execution time and computing resources (CPU and memory usage) for the parameters listed in this challenge, compared to the state-of-the-art of the existing tools and the baseline results provided by this challenge. This challenge is not limited to execution times to create the fastest pipeline, but also computing resources to achieve the most efficient pipeline. We provide a tool which can execute such pipelines end-to-end. This tool also collects and aggregates the metrics such as execution time, CPU and memory usage, necessary for this challenge as CSV files. Moreover, the information about the hardware used during the execution of the pipeline is available as well to allow fairly comparing different pipelines. Your pipeline should consist of Docker images which can be executed on Linux to run the tool. The tool is already tested with existing systems, relational databases e.g. MySQL and PostgreSQL, and triplestores e.g. Apache Jena Fuseki and OpenLink Virtuoso which can be combined in any configuration. It is strongly encouraged to use this tool for participating in this challenge. If you prefer to use a different tool or our tool imposes technical requirements you cannot solve, please contact us directly. Track 1: Conformance The set of new specification for the RDF Mapping Language (RML) established by the W3C Community Group on Knowledge Graph Construction provide a set of test-cases for each module: RML-Core ... |
| نوع الوثيقة: |
other/unknown material |
| اللغة: |
English |
| Relation: |
https://doi.org/10.5281/zenodo.10721874; https://doi.org/10.5281/zenodo.10721875; oai:zenodo.org:10721875 |
| DOI: |
10.5281/zenodo.10721875 |
| الاتاحة: |
https://doi.org/10.5281/zenodo.10721875 |
| Rights: |
info:eu-repo/semantics/openAccess ; Creative Commons Attribution 4.0 International ; https://creativecommons.org/licenses/by/4.0/legalcode |
| رقم الانضمام: |
edsbas.BB9DB819 |
| قاعدة البيانات: |
BASE |