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On July 16, 2024 at 12:50:15 PM UTC, Samer Sakor:
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in SPaRKLE: Symbolic caPtuRing of knowledge for Knowledge graph enrichment with LEarning -
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to2024-07-16
in SPaRKLE: Symbolic caPtuRing of knowledge for Knowledge graph enrichment with LEarning
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2 | "author": "Disha Purohit", | 4 | "author": "Disha Purohit", | ||
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42 | "metadata_created": "2024-04-18T14:43:53.347069", | 51 | "metadata_created": "2024-04-18T14:43:53.347069", | ||
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44 | "name": | 53 | "name": | ||
45 | -capturing-of-knowledge-for-knowledge-graph-enrichment-with-learning", | 54 | -capturing-of-knowledge-for-knowledge-graph-enrichment-with-learning", | ||
46 | "notes": "SPaRKLE is a hybrid method that combines symbolic and | 55 | "notes": "SPaRKLE is a hybrid method that combines symbolic and | ||
47 | mathematical methodologies while leveraging Partial Completness | 56 | mathematical methodologies while leveraging Partial Completness | ||
48 | Assumption (PCA) heuristics to capture implicit information and enrich | 57 | Assumption (PCA) heuristics to capture implicit information and enrich | ||
49 | Knowledge Graphs (KGs). The combination of symbolic and numerical | 58 | Knowledge Graphs (KGs). The combination of symbolic and numerical | ||
50 | strategies offers a comprehensive approach to KG enrichment that | 59 | strategies offers a comprehensive approach to KG enrichment that | ||
51 | capitalizes on the strengths of both paradigms. This technique has the | 60 | capitalizes on the strengths of both paradigms. This technique has the | ||
52 | potential to provide more extensive, accurate, interpretable, and | 61 | potential to provide more extensive, accurate, interpretable, and | ||
53 | flexible knowledge representations, thereby improving the usefulness | 62 | flexible knowledge representations, thereby improving the usefulness | ||
54 | and efficacy of KGs across several domains.", | 63 | and efficacy of KGs across several domains.", | ||
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57 | "orcid": "0000-0002-1442-335X", | 66 | "orcid": "0000-0002-1442-335X", | ||
58 | "organization": { | 67 | "organization": { | ||
59 | "approval_status": "approved", | 68 | "approval_status": "approved", | ||
60 | "created": "2017-11-23T17:30:37.757128", | 69 | "created": "2017-11-23T17:30:37.757128", | ||
61 | "description": "The German National Library of Science and | 70 | "description": "The German National Library of Science and | ||
62 | Technology, abbreviated TIB, is the national library of the Federal | 71 | Technology, abbreviated TIB, is the national library of the Federal | ||
63 | Republic of Germany for all fields of engineering, technology, and the | 72 | Republic of Germany for all fields of engineering, technology, and the | ||
64 | natural sciences.", | 73 | natural sciences.", | ||
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90 | "mimetype": null, | 100 | "mimetype": null, | ||
91 | "mimetype_inner": null, | 101 | "mimetype_inner": null, | ||
92 | "name": "Family_KG", | 102 | "name": "Family_KG", | ||
93 | "package_id": "f4ca536c-a868-4596-a2be-235676e7badf", | 103 | "package_id": "f4ca536c-a868-4596-a2be-235676e7badf", | ||
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99 | "https://github.com/SDM-TIB/SPARKLE/tree/main/Results/Family_KG", | 109 | "https://github.com/SDM-TIB/SPARKLE/tree/main/Results/Family_KG", | ||
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105 | "tags": [ | 118 | "tags": [ | ||
106 | { | 119 | { | ||
107 | "display_name": "Benchmark", | 120 | "display_name": "Benchmark", | ||
108 | "id": "70474eb4-f8bf-42f1-bf26-7511d4f3356c", | 121 | "id": "70474eb4-f8bf-42f1-bf26-7511d4f3356c", | ||
109 | "name": "Benchmark", | 122 | "name": "Benchmark", | ||
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114 | "title": "SPaRKLE: Symbolic caPtuRing of knowledge for Knowledge | 128 | "title": "SPaRKLE: Symbolic caPtuRing of knowledge for Knowledge | ||
115 | graph enrichment with LEarning", | 129 | graph enrichment with LEarning", | ||
116 | "type": "dataset", | 130 | "type": "dataset", | ||
117 | "url": "", | 131 | "url": "", | ||
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133 | "version_note": "" | ||||
119 | } | 134 | } |