Changes
On July 16, 2024 at 11:51:37 AM UTC, admin:
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Renamed resource PolitiFact to PolitiFact Dataset in Employing Hybrid AI Systems to Trace and Document Bias in ML Pipelines
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4 | "author": "Mayra Russo", | 4 | "author": "Mayra Russo", | ||
5 | "author_email": "yashrajsinh.chudasama@tib.eu", | 5 | "author_email": "yashrajsinh.chudasama@tib.eu", | ||
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16 | "extra_authors": [ | 16 | "extra_authors": [ | ||
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18 | "extra_author": "Yashrajsinh Chudasama", | 18 | "extra_author": "Yashrajsinh Chudasama", | ||
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42 | "maintainer": "Yashrajsinh Chudasama", | 42 | "maintainer": "Yashrajsinh Chudasama", | ||
43 | "maintainer_email": "yashrajsinh.chudasama@tib.eu", | 43 | "maintainer_email": "yashrajsinh.chudasama@tib.eu", | ||
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46 | "name": | 46 | "name": | ||
47 | ploying-hybrid-ai-systems-to-trace-and-document-bias-in-ml-pipelines", | 47 | ploying-hybrid-ai-systems-to-trace-and-document-bias-in-ml-pipelines", | ||
48 | "notes": "A hybrid AI system capable of identifying bias patterns in | 48 | "notes": "A hybrid AI system capable of identifying bias patterns in | ||
49 | datasets used by predictive AI models. The proposed system captures | 49 | datasets used by predictive AI models. The proposed system captures | ||
50 | knowledge about dataset characteristics and represents it as factual | 50 | knowledge about dataset characteristics and represents it as factual | ||
51 | statements in a knowledge graph.", | 51 | statements in a knowledge graph.", | ||
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53 | "num_tags": 3, | 53 | "num_tags": 3, | ||
54 | "orcid": "0000-0001-7080-6331", | 54 | "orcid": "0000-0001-7080-6331", | ||
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56 | "approval_status": "approved", | 56 | "approval_status": "approved", | ||
57 | "created": "2017-11-23T17:30:37.757128", | 57 | "created": "2017-11-23T17:30:37.757128", | ||
58 | "description": "The German National Library of Science and | 58 | "description": "The German National Library of Science and | ||
59 | Technology, abbreviated TIB, is the national library of the Federal | 59 | Technology, abbreviated TIB, is the national library of the Federal | ||
60 | Republic of Germany for all fields of engineering, technology, and the | 60 | Republic of Germany for all fields of engineering, technology, and the | ||
61 | natural sciences.", | 61 | natural sciences.", | ||
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94 | "name": "BuzzFeed Dataset", | 94 | "name": "BuzzFeed Dataset", | ||
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138 | "state": "active", | 138 | "state": "active", | ||
139 | "tags": [ | 139 | "tags": [ | ||
140 | { | 140 | { | ||
141 | "display_name": "Bias", | 141 | "display_name": "Bias", | ||
142 | "id": "2dae510d-16c2-4435-8af9-05771787347f", | 142 | "id": "2dae510d-16c2-4435-8af9-05771787347f", | ||
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144 | "state": "active", | 144 | "state": "active", | ||
145 | "vocabulary_id": null | 145 | "vocabulary_id": null | ||
146 | }, | 146 | }, | ||
147 | { | 147 | { | ||
148 | "display_name": "knowledge graphs", | 148 | "display_name": "knowledge graphs", | ||
149 | "id": "6a8020fc-d07a-4f67-9d12-74c252ba1c81", | 149 | "id": "6a8020fc-d07a-4f67-9d12-74c252ba1c81", | ||
150 | "name": "knowledge graphs", | 150 | "name": "knowledge graphs", | ||
151 | "state": "active", | 151 | "state": "active", | ||
152 | "vocabulary_id": null | 152 | "vocabulary_id": null | ||
153 | }, | 153 | }, | ||
154 | { | 154 | { | ||
155 | "display_name": "machine learning", | 155 | "display_name": "machine learning", | ||
156 | "id": "9e42784b-6ee7-47e8-a69a-28b8c510212b", | 156 | "id": "9e42784b-6ee7-47e8-a69a-28b8c510212b", | ||
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158 | "state": "active", | 158 | "state": "active", | ||
159 | "vocabulary_id": null | 159 | "vocabulary_id": null | ||
160 | } | 160 | } | ||
161 | ], | 161 | ], | ||
162 | "temporal_resolution": "", | 162 | "temporal_resolution": "", | ||
163 | "title": "Employing Hybrid AI Systems to Trace and Document Bias in | 163 | "title": "Employing Hybrid AI Systems to Trace and Document Bias in | ||
164 | ML Pipelines", | 164 | ML Pipelines", | ||
165 | "type": "dataset", | 165 | "type": "dataset", | ||
166 | "url": | 166 | "url": | ||
167 | ps://github.com/SDM-TIB/DocBiasKG/tree/main/DocBias_over_InterpretME", | 167 | ps://github.com/SDM-TIB/DocBiasKG/tree/main/DocBias_over_InterpretME", | ||
168 | "version": "", | 168 | "version": "", | ||
169 | "version_note": "" | 169 | "version_note": "" | ||
170 | } | 170 | } |