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3 | "accrualPeriodicity": "", | 3 | "accrualPeriodicity": "", | ||
4 | "author": "Ahmad Sakor", | 4 | "author": "Ahmad Sakor", | ||
5 | "author_email": "", | 5 | "author_email": "", | ||
6 | "citation": [], | 6 | "citation": [], | ||
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10 | "doi": "10.57702/eiqhbzn6", | 10 | "doi": "10.57702/eiqhbzn6", | ||
11 | "doi_date_published": "2024-07-16", | 11 | "doi_date_published": "2024-07-16", | ||
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39 | "license_title": "License not specified", | 39 | "license_title": "License not specified", | ||
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43 | "metadata_created": "2024-07-16T14:01:08.441434", | 43 | "metadata_created": "2024-07-16T14:01:08.441434", | ||
44 | "metadata_modified": "2024-07-16T14:01:25.603248", | 44 | "metadata_modified": "2024-07-16T14:01:25.603248", | ||
45 | "name": "community-detection-feature", | 45 | "name": "community-detection-feature", | ||
46 | "notes": " CoyPu Knowledge Graph (KG) contains a huge amount of data | 46 | "notes": " CoyPu Knowledge Graph (KG) contains a huge amount of data | ||
47 | about all the countries worldwide, including each country's | 47 | about all the countries worldwide, including each country's | ||
48 | performance based on thousands of indicators presented in the World | 48 | performance based on thousands of indicators presented in the World | ||
49 | Bank datasets. An indicator refers to a specific metric measuring a | 49 | Bank datasets. An indicator refers to a specific metric measuring a | ||
50 | particular aspect of economic, social, or environmental development. | 50 | particular aspect of economic, social, or environmental development. | ||
51 | We aim to detect communities of Country-Indicator and predict | 51 | We aim to detect communities of Country-Indicator and predict | ||
52 | relationships between them. We follow a hybrid AI framework that | 52 | relationships between them. We follow a hybrid AI framework that | ||
53 | employs inductive learning to identify a partitioning of nodes within | 53 | employs inductive learning to identify a partitioning of nodes within | ||
54 | a KG. The proposed framework comprises four design patterns describing | 54 | a KG. The proposed framework comprises four design patterns describing | ||
55 | the sub-systems that implement the tasks mentioned above toward | 55 | the sub-systems that implement the tasks mentioned above toward | ||
56 | solving the problem of detecting communities", | 56 | solving the problem of detecting communities", | ||
57 | "num_resources": 1, | 57 | "num_resources": 1, | ||
58 | "num_tags": 0, | 58 | "num_tags": 0, | ||
59 | "orcid": "", | 59 | "orcid": "", | ||
60 | "organization": { | 60 | "organization": { | ||
61 | "approval_status": "approved", | 61 | "approval_status": "approved", | ||
62 | "created": "2017-11-23T17:30:37.757128", | 62 | "created": "2017-11-23T17:30:37.757128", | ||
63 | "description": "The German National Library of Science and | 63 | "description": "The German National Library of Science and | ||
64 | Technology, abbreviated TIB, is the national library of the Federal | 64 | Technology, abbreviated TIB, is the national library of the Federal | ||
65 | Republic of Germany for all fields of engineering, technology, and the | 65 | Republic of Germany for all fields of engineering, technology, and the | ||
66 | natural sciences.", | 66 | natural sciences.", | ||
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72 | "state": "active", | 72 | "state": "active", | ||
73 | "title": "TIB", | 73 | "title": "TIB", | ||
74 | "type": "organization" | 74 | "type": "organization" | ||
75 | }, | 75 | }, | ||
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77 | "page": "", | 77 | "page": "", | ||
78 | "private": false, | 78 | "private": false, | ||
79 | "relationships_as_object": [], | 79 | "relationships_as_object": [], | ||
80 | "relationships_as_subject": [], | 80 | "relationships_as_subject": [], | ||
81 | "resources": [ | 81 | "resources": [ | ||
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83 | "auto_update": "No", | 83 | "auto_update": "No", | ||
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99 | "name": "Community feature logo", | 99 | "name": "Community feature logo", | ||
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104 | "size": 280322, | 104 | "size": 280322, | ||
105 | "state": "active", | 105 | "state": "active", | ||
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115 | "state": "active", | 115 | "state": "active", | ||
116 | "tags": [], | 116 | "tags": [], | ||
117 | "temporal_resolution": "", | 117 | "temporal_resolution": "", | ||
118 | "title": "Community Detection Feature", | 118 | "title": "Community Detection Feature", | ||
119 | "type": "dataset", | 119 | "type": "dataset", | ||
120 | "url": "", | 120 | "url": "", | ||
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