Changes
On July 16, 2024 at 2:28:51 PM UTC,
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Updated description of Live Code Feature from
CoyPu Knowledge Graph (KG) contains a huge amount of data about all the countries worldwide, including each country's performance based on thousands of indicators presented in the World Bank datasets. An indicator refers to a specific metric measuring a particular aspect of economic, social, or environmental development. We aim to detect communities of Country-Indicator and predict relationships between them. We follow a hybrid AI framework that employs inductive learning to identify a partitioning of nodes within a KG. The proposed framework comprises four design patterns describing the sub-systems that implement the tasks mentioned above toward solving the problem of detecting communities
toThis feature enables users to create, share, and execute live code interactively. We use JupyterHub, which allows multiple users to use the Jupyter Notebook and manages a separate Jupyter environment for each user. The feature facilitates exploratory data analysis and visualization of code outputs. Furthermore, it is ideal for teaching and data science
f | 1 | { | f | 1 | { |
2 | "access_rights": "", | 2 | "access_rights": "", | ||
3 | "accrualPeriodicity": "", | 3 | "accrualPeriodicity": "", | ||
4 | "author": "Ahmad Sakor", | 4 | "author": "Ahmad Sakor", | ||
5 | "author_email": "", | 5 | "author_email": "", | ||
6 | "citation": [], | 6 | "citation": [], | ||
7 | "conformsTo": "", | 7 | "conformsTo": "", | ||
8 | "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", | 8 | "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", | ||
9 | "defined_in": "", | 9 | "defined_in": "", | ||
10 | "doi": "10.57702/eiqhbzn6", | 10 | "doi": "10.57702/eiqhbzn6", | ||
11 | "doi_date_published": "2024-07-16", | 11 | "doi_date_published": "2024-07-16", | ||
12 | "doi_publisher": "TIB", | 12 | "doi_publisher": "TIB", | ||
13 | "doi_status": true, | 13 | "doi_status": true, | ||
14 | "domain": "https://service.tib.eu/ldmservice", | 14 | "domain": "https://service.tib.eu/ldmservice", | ||
15 | "end_date": "", | 15 | "end_date": "", | ||
16 | "extra_authors": [ | 16 | "extra_authors": [ | ||
17 | { | 17 | { | ||
18 | "extra_author": "", | 18 | "extra_author": "", | ||
19 | "orcid": "" | 19 | "orcid": "" | ||
20 | } | 20 | } | ||
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26 | "package_id": "fe99ccfb-f888-40aa-b31c-f855a29159a6", | 26 | "package_id": "fe99ccfb-f888-40aa-b31c-f855a29159a6", | ||
27 | "state": "active" | 27 | "state": "active" | ||
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29 | "key": "", | 29 | "key": "", | ||
30 | "value": "" | 30 | "value": "" | ||
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33 | "groups": [], | 33 | "groups": [], | ||
34 | "id": "fe99ccfb-f888-40aa-b31c-f855a29159a6", | 34 | "id": "fe99ccfb-f888-40aa-b31c-f855a29159a6", | ||
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38 | "license_id": "notspecified", | 38 | "license_id": "notspecified", | ||
39 | "license_title": "License not specified", | 39 | "license_title": "License not specified", | ||
40 | "link_orkg": "", | 40 | "link_orkg": "", | ||
41 | "maintainer": "", | 41 | "maintainer": "", | ||
42 | "maintainer_email": "", | 42 | "maintainer_email": "", | ||
43 | "metadata_created": "2024-07-16T14:01:08.441434", | 43 | "metadata_created": "2024-07-16T14:01:08.441434", | ||
n | 44 | "metadata_modified": "2024-07-16T14:09:39.241175", | n | 44 | "metadata_modified": "2024-07-16T14:28:51.019102", |
45 | "name": "live-code-feature", | 45 | "name": "live-code-feature", | ||
t | 46 | "notes": " CoyPu Knowledge Graph (KG) contains a huge amount of data | t | 46 | "notes": "This feature enables users to create, share, and execute |
47 | about all the countries worldwide, including each country's | 47 | live code interactively. We use JupyterHub, which allows multiple | ||
48 | performance based on thousands of indicators presented in the World | 48 | users to use the Jupyter Notebook and manages a separate Jupyter | ||
49 | Bank datasets. An indicator refers to a specific metric measuring a | 49 | environment for each user. The feature facilitates exploratory data | ||
50 | particular aspect of economic, social, or environmental development. | 50 | analysis and visualization of code outputs. Furthermore, it is ideal | ||
51 | We aim to detect communities of Country-Indicator and predict | 51 | for teaching and data science", | ||
52 | relationships between them. We follow a hybrid AI framework that | ||||
53 | employs inductive learning to identify a partitioning of nodes within | ||||
54 | a KG. The proposed framework comprises four design patterns describing | ||||
55 | the sub-systems that implement the tasks mentioned above toward | ||||
56 | solving the problem of detecting communities", | ||||
57 | "num_resources": 2, | 52 | "num_resources": 2, | ||
58 | "num_tags": 0, | 53 | "num_tags": 0, | ||
59 | "orcid": "", | 54 | "orcid": "", | ||
60 | "organization": { | 55 | "organization": { | ||
61 | "approval_status": "approved", | 56 | "approval_status": "approved", | ||
62 | "created": "2017-11-23T17:30:37.757128", | 57 | "created": "2017-11-23T17:30:37.757128", | ||
63 | "description": "The German National Library of Science and | 58 | "description": "The German National Library of Science and | ||
64 | Technology, abbreviated TIB, is the national library of the Federal | 59 | Technology, abbreviated TIB, is the national library of the Federal | ||
65 | Republic of Germany for all fields of engineering, technology, and the | 60 | Republic of Germany for all fields of engineering, technology, and the | ||
66 | natural sciences.", | 61 | natural sciences.", | ||
67 | "id": "0c5362f5-b99e-41db-8256-3d0d7549bf4d", | 62 | "id": "0c5362f5-b99e-41db-8256-3d0d7549bf4d", | ||
68 | "image_url": | 63 | "image_url": | ||
69 | 3conf/ext/tib_tmpl_bootstrap/Resources/Public/images/TIB_Logo_en.png", | 64 | 3conf/ext/tib_tmpl_bootstrap/Resources/Public/images/TIB_Logo_en.png", | ||
70 | "is_organization": true, | 65 | "is_organization": true, | ||
71 | "name": "tib", | 66 | "name": "tib", | ||
72 | "state": "active", | 67 | "state": "active", | ||
73 | "title": "TIB", | 68 | "title": "TIB", | ||
74 | "type": "organization" | 69 | "type": "organization" | ||
75 | }, | 70 | }, | ||
76 | "owner_org": "0c5362f5-b99e-41db-8256-3d0d7549bf4d", | 71 | "owner_org": "0c5362f5-b99e-41db-8256-3d0d7549bf4d", | ||
77 | "page": "", | 72 | "page": "", | ||
78 | "private": false, | 73 | "private": false, | ||
79 | "relationships_as_object": [], | 74 | "relationships_as_object": [], | ||
80 | "relationships_as_subject": [], | 75 | "relationships_as_subject": [], | ||
81 | "resources": [ | 76 | "resources": [ | ||
82 | { | 77 | { | ||
83 | "auto_update": "No", | 78 | "auto_update": "No", | ||
84 | "auto_update_last_update": "", | 79 | "auto_update_last_update": "", | ||
85 | "auto_update_url": "", | 80 | "auto_update_url": "", | ||
86 | "cache_last_updated": null, | 81 | "cache_last_updated": null, | ||
87 | "cache_url": null, | 82 | "cache_url": null, | ||
88 | "created": "2024-07-16T14:01:25.017739", | 83 | "created": "2024-07-16T14:01:25.017739", | ||
89 | "description": "", | 84 | "description": "", | ||
90 | "format": "PNG", | 85 | "format": "PNG", | ||
91 | "hash": "", | 86 | "hash": "", | ||
92 | "id": "67446054-be83-4b2f-a050-974e19bdd2d1", | 87 | "id": "67446054-be83-4b2f-a050-974e19bdd2d1", | ||
93 | "language": "", | 88 | "language": "", | ||
94 | "last_modified": "2024-07-16T14:09:39.046568", | 89 | "last_modified": "2024-07-16T14:09:39.046568", | ||
95 | "media": "", | 90 | "media": "", | ||
96 | "metadata_modified": "2024-07-16T14:09:39.058177", | 91 | "metadata_modified": "2024-07-16T14:09:39.058177", | ||
97 | "mimetype": "image/png", | 92 | "mimetype": "image/png", | ||
98 | "mimetype_inner": null, | 93 | "mimetype_inner": null, | ||
99 | "name": "Live Code logo", | 94 | "name": "Live Code logo", | ||
100 | "package_id": "fe99ccfb-f888-40aa-b31c-f855a29159a6", | 95 | "package_id": "fe99ccfb-f888-40aa-b31c-f855a29159a6", | ||
101 | "position": 0, | 96 | "position": 0, | ||
102 | "resource_type": null, | 97 | "resource_type": null, | ||
103 | "rights": "", | 98 | "rights": "", | ||
104 | "size": 10744, | 99 | "size": 10744, | ||
105 | "state": "active", | 100 | "state": "active", | ||
106 | "url": | 101 | "url": | ||
107 | rce/67446054-be83-4b2f-a050-974e19bdd2d1/download/live_code_logo.png", | 102 | rce/67446054-be83-4b2f-a050-974e19bdd2d1/download/live_code_logo.png", | ||
108 | "url_type": "upload" | 103 | "url_type": "upload" | ||
109 | }, | 104 | }, | ||
110 | { | 105 | { | ||
111 | "auto_update": "No", | 106 | "auto_update": "No", | ||
112 | "auto_update_last_update": "", | 107 | "auto_update_last_update": "", | ||
113 | "auto_update_url": "", | 108 | "auto_update_url": "", | ||
114 | "cache_last_updated": null, | 109 | "cache_last_updated": null, | ||
115 | "cache_url": null, | 110 | "cache_url": null, | ||
116 | "created": "2024-07-16T14:07:40.769566", | 111 | "created": "2024-07-16T14:07:40.769566", | ||
117 | "description": "", | 112 | "description": "", | ||
118 | "format": "MP4", | 113 | "format": "MP4", | ||
119 | "hash": "", | 114 | "hash": "", | ||
120 | "id": "2b6b7e42-035e-4d87-8538-1a5f396d5c74", | 115 | "id": "2b6b7e42-035e-4d87-8538-1a5f396d5c74", | ||
121 | "language": "", | 116 | "language": "", | ||
122 | "last_modified": "2024-07-16T14:07:40.754248", | 117 | "last_modified": "2024-07-16T14:07:40.754248", | ||
123 | "media": "", | 118 | "media": "", | ||
124 | "metadata_modified": "2024-07-16T14:07:40.765999", | 119 | "metadata_modified": "2024-07-16T14:07:40.765999", | ||
125 | "mimetype": "video/mp4", | 120 | "mimetype": "video/mp4", | ||
126 | "mimetype_inner": null, | 121 | "mimetype_inner": null, | ||
127 | "name": "Live Code feature demo", | 122 | "name": "Live Code feature demo", | ||
128 | "package_id": "fe99ccfb-f888-40aa-b31c-f855a29159a6", | 123 | "package_id": "fe99ccfb-f888-40aa-b31c-f855a29159a6", | ||
129 | "position": 1, | 124 | "position": 1, | ||
130 | "resource_type": null, | 125 | "resource_type": null, | ||
131 | "rights": "", | 126 | "rights": "", | ||
132 | "size": 9764851, | 127 | "size": 9764851, | ||
133 | "state": "active", | 128 | "state": "active", | ||
134 | "url": | 129 | "url": | ||
135 | rce/2b6b7e42-035e-4d87-8538-1a5f396d5c74/download/live_code_demo.mp4", | 130 | rce/2b6b7e42-035e-4d87-8538-1a5f396d5c74/download/live_code_demo.mp4", | ||
136 | "url_type": "upload" | 131 | "url_type": "upload" | ||
137 | } | 132 | } | ||
138 | ], | 133 | ], | ||
139 | "services_used_list": "", | 134 | "services_used_list": "", | ||
140 | "spatial": "", | 135 | "spatial": "", | ||
141 | "spatial_resolution": "", | 136 | "spatial_resolution": "", | ||
142 | "start_date": "", | 137 | "start_date": "", | ||
143 | "state": "active", | 138 | "state": "active", | ||
144 | "tags": [], | 139 | "tags": [], | ||
145 | "temporal_resolution": "", | 140 | "temporal_resolution": "", | ||
146 | "title": "Live Code Feature", | 141 | "title": "Live Code Feature", | ||
147 | "type": "dataset", | 142 | "type": "dataset", | ||
148 | "url": "", | 143 | "url": "", | ||
149 | "version": "", | 144 | "version": "", | ||
150 | "version_note": "" | 145 | "version_note": "" | ||
151 | } | 146 | } |