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| Format: | Recurso digital |
| Language: | English |
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2026
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| Online Access: | https://doi.org/10.5281/zenodo.18294187 |
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| _version_ | 1866901802354475008 |
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| author | Zeraati, Somayeh Kaur, Sandeep |
| author_facet | Zeraati, Somayeh Kaur, Sandeep |
| contents | <p><strong>BI2025 Experiment Report - Group 032</strong></p> <p>This reproducibility package documents the machine learning experiment for Group 032, following the CRISP-DM process model. The project, titled "Fair Rent Auditor", focuses on detecting anomalies and predicting fair rental prices in the German real estate market using the Immoscout24 dataset.</p> <p><strong>Key Artifacts:</strong></p> <ul> <li>Jupyter Notebook (implementation of CRISP-DM phases)</li> <li>Technical Report (PDF)</li> <li>Provenance Data (Knowledge Graph logs)</li> </ul> <p><strong>Course:</strong> Business Intelligence (188.429), TU Wien, WS 2025<br><strong>Methodology:</strong> CRISP-DM, PROV-O Ontology</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18294187 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Fair Rent Auditor: Apartment Rental Price Prediction (BI2025 Group 032) Zeraati, Somayeh Kaur, Sandeep CRISP-DM Provenance Knowledge Graph Real Estate Prediction XGBoost Fairness Analysis TU Wien Machine Learning <p><strong>BI2025 Experiment Report - Group 032</strong></p> <p>This reproducibility package documents the machine learning experiment for Group 032, following the CRISP-DM process model. The project, titled "Fair Rent Auditor", focuses on detecting anomalies and predicting fair rental prices in the German real estate market using the Immoscout24 dataset.</p> <p><strong>Key Artifacts:</strong></p> <ul> <li>Jupyter Notebook (implementation of CRISP-DM phases)</li> <li>Technical Report (PDF)</li> <li>Provenance Data (Knowledge Graph logs)</li> </ul> <p><strong>Course:</strong> Business Intelligence (188.429), TU Wien, WS 2025<br><strong>Methodology:</strong> CRISP-DM, PROV-O Ontology</p> |
| title | Fair Rent Auditor: Apartment Rental Price Prediction (BI2025 Group 032) |
| topic | CRISP-DM Provenance Knowledge Graph Real Estate Prediction XGBoost Fairness Analysis TU Wien Machine Learning |
| url | https://doi.org/10.5281/zenodo.18294187 |