SDM-Genomic-Testbeds
收藏资源简介：
These datasets are generated from cosmic mutation dataset in COSMIC database (GRCh37, version90) with the purpose of evaluating available ontology-based Data Integration engines.They include datasets with different number of records (10k, 100k, 1 million, and 10 million records), attributes (2-15), and duplicated values (25-75 percent of duplicated records and each duplicated value being repeated 10/20 times). <br> The mappings consist of different complexities. <br> The details of generation of these datasets can be found in the papers where they have been used in empirical evaluation: https://www.semantic-web-journal.net/system/files/swj3289.pdf <br> https://www.semantic-web-journal.net/system/files/swj3246.pdf <br> ttps://doi.org/10.1145/3340531.3412881 <br> https://doi.org/10.1145/3477314.3507132 <br>
本系列数据集源自COSMIC数据库（COSMIC Database）中的体细胞突变数据集（GRCh37，版本90），旨在对现有基于本体的数据集成引擎（ontology-based Data Integration engines）开展性能评估。该系列数据集涵盖不同规模的记录量（1万、10万、100万及1000万条）、属性维度（2至15个）以及重复值设置：重复记录占比为25%至75%，且每条重复值的重复次数为10次或20次。 其对应的映射关系具备不同的复杂度等级。 本系列数据集的具体生成细节可参阅已将其用于实证评估的相关研究论文： https://www.semantic-web-journal.net/system/files/swj3289.pdf https://www.semantic-web-journal.net/system/files/swj3246.pdf https://doi.org/10.1145/3340531.3412881 https://doi.org/10.1145/3477314.3507132
