Datasets and configuration files for EmbDI: Embeddings for Data Integration

<p>## License</p> <p>```<br> &nbsp; &nbsp;Copyright 2020 Riccardo CAPPUZZO</p> <p>&nbsp; &nbsp;Licensed under the Apache License, Version 2.0 (the &quot;License&quot;);<br> &nbsp; &nbsp;you may not use this file except in compliance with the License.<br> &nbsp; &nbsp;You may obtain a copy of the License at</p> <p>&nbsp; &nbsp; &nbsp;http://www.apache.org/licenses/LICENSE-2.0</p> <p>&nbsp; &nbsp;Unless required by applicable law or agreed to in writing, software<br> &nbsp; &nbsp;distributed under the License is distributed on an &quot;AS IS&quot; BASIS,<br> &nbsp; &nbsp;WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.<br> &nbsp; &nbsp;See the License for the specific language governing permissions and<br> &nbsp; &nbsp;limitations under the License.<br> ```</p> <p>## EmbDI datasets</p> <p>The datasets contained in this directory were used while working with [EmbDI](https://gitlab.eurecom.fr/cappuzzo/embdi) on the relevant paper. Please refer to the full repository for more info.</p> <p>What is provided here was sourced mostly from [The Magellan Data Repository](https://sites.google.com/site/anhaidgroup/useful-stuff/data#TOC-The-Corleone-Data-Sets). For each dataset, three tables are provided: table-A and table-B are taken from the original repository and slightly modified (lower casing, spaces were replaced by `_`, some special characters were removed), while the third table is the concatenation of tables A and B.</p> <p>## Edgelists</p> <p>Edgelists are the data structures used by EmbDI. They are generated starting from each concatenated dataset and are then fed to the algorithm.</p> <p>## EQ tests</p> <p>The `EQ tests` folder contains all the tests used to perform the Embeddings Quality evaluation in the paper.</p> <p>The additional resources include:</p> <p>* (partially preprocessed) base datasets.</p> <p>* Their Entity Resolution and Schema Matching versions.</p> <p>* Edgelists for both ER and SM versions.</p> <p>* Ground truth files for ER and SM tasks.</p> <p>* Test directories for the EQ task.</p> <p>* Copies of the configuration files provided in this repository.</p> <p>&nbsp;</p> <p>Configuration files, info files and ER match files were left in this repository in `pipeline/config_files/default`,</p> <p>`pipeline/info` and `pipeline/matches/default`.</p> <p><br> &nbsp;</p>