SoftwareKG-Mention-Entity

This publication contains data of SoMeSci and SoftwareKG modeled in a unified data model for Software Mentions in Scientific Publications. The result is a Knowledge Graph which integrates both dataset in a more general data model. SoMeSci is a gold standard dataset established by human annotation. It was developed by David Schindler, Felix Bensmann, Stefan Dietze and Frank Krüger, is described in https://doi.org/10.1145/3459637.3482017, and available from https://doi.org/10.5281/zenodo.4968738. SoftwareKG is a automatically extracted large-scale dataset, covering publications in the PMC Open Access Subset. It was developed by David Schindler, Felix Bensmann, Stefan Dietze and Frank Krüger, is described in https://doi.org/10.7717/peerj-cs.835, and available from https://doi.org/10.5281/zenodo.10048276. The raw data is provided in Turtle (.ttl) format in the included zip archive SoftwareKG_Mention_Entity.zip. The formal SHACL validation model for the data is defined in validation_model.ttl. Lastly, a human-readable overview of terms that had to be newly defined for the model is provided in term_definitions.md. A closer description of the underlying data model will be made available in a future publication.本出版物收录了针对学术文献软件提及任务，采用统一数据模型构建的SoMeSci与SoftwareKG数据集相关数据。最终生成的知识图谱（Knowledge Graph）基于更通用的数据模型，整合了上述两个数据集。 SoMeSci是经人工标注构建的金标准数据集，由David Schindler、Felix Bensmann、Stefan Dietze与Frank Krüger开发，相关研究文献详见https://doi.org/10.1145/3459637.3482017，数据集可通过https://doi.org/10.5281/zenodo.4968738获取。 SoftwareKG是自动抽取得到的大规模数据集，覆盖PMC开放获取子集（PMC Open Access Subset）中的学术文献，同样由David Schindler、Felix Bensmann、Stefan Dietze与Frank Krüger开发，相关研究文献详见https://doi.org/10.7717/peerj-cs.835，数据集可通过https://doi.org/10.5281/zenodo.10048276获取。 原始数据以Turtle（.ttl）格式存储于附带的压缩包SoftwareKG_Mention_Entity.zip中。本数据集的正式SHACL（Shapes Constraint Language）验证模型定义于validation_model.ttl文件内。此外，针对该数据模型新增术语的可读版概览已收录于term_definitions.md文件。 关于该底层数据模型的更详尽说明，将在后续的学术出版物中公开。