{"id":1260,"date":"2024-07-21T17:08:31","date_gmt":"2024-07-21T19:08:31","guid":{"rendered":"https:\/\/sites.usp.br\/keml\/?page_id=1260"},"modified":"2024-10-12T23:56:42","modified_gmt":"2024-10-13T01:56:42","slug":"knowledge-graphs-and-ontologies","status":"publish","type":"page","link":"https:\/\/sites.usp.br\/keml\/en\/knowledge-graphs-and-ontologies\/","title":{"rendered":"Knowledge graphs and ontologies"},"content":{"rendered":"<h6 style=\"text-align: right;\"><\/h6>\n<h3>BlabKG-ingl\u00eas (Pir\u00e1)<\/h3>\n<div id=\"attachment_1122\" style=\"width: 310px\" class=\"wp-caption alignleft\"><a href=\"https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2.jpeg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1122\" class=\"wp-image-1122 size-medium\" src=\"https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2-300x300.jpeg\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2-300x300.jpeg 300w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2-150x150.jpeg 150w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2-768x768.jpeg 768w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2-250x250.jpeg 250w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2-174x174.jpeg 174w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2-45x45.jpeg 45w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2-200x200.jpeg 200w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2-400x400.jpeg 400w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-pira-2.jpeg 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-1122\" class=\"wp-caption-text\">AI-generated image (Copilot)<\/p><\/div>\n<p>An English version of a knowledge graph about the Blue Amazon, internally called BlabKG-English, was built from a set of five hundred abstracts of scientific articles extracted from the Pir\u00e1 corpus. BlabKG-English covers different topics related to the Blue Amazon, including geology, environment, oceanography, economy, climate change, and natural resources.<\/p>\n<p>The graph is composed of a set of JSON files available for access <a href=\"https:\/\/github.com\/C4AI\/CtxKG\/tree\/master\/graphs\/en\/BlabKG\" target=\"_blank\" rel=\"noopener\">here<\/a>.<\/p>\n<p>If you use the BlabKG knowledge graph, please reference the following paper:<\/p>\n<ul>\n<li>Ligabue, P.M,\u00a0 Brand\u00e3o,\u00a0 A. A. F, Peres, S. M., Cozman, F. G. and Pirozelli,\u00a0 P. <strong>BlabKG: a Knowledge Graph for the Blue Amazon<\/strong>, In proceedings of IEEE International Conference on Knowledge Graph (ICKG), Orlando, FL, USA, pp. 164-171, 2022. <a href=\"https:\/\/doi.org.\/10.1109\/ICKG55886.2022.00028\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org.\/10.1109\/ICKG55886.2022.00028<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<hr \/>\n<h3>BlabKG-portugu\u00eas (BLAB Wiki)<\/h3>\n<div id=\"attachment_1123\" style=\"width: 310px\" class=\"wp-caption alignleft\"><a href=\"https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4.jpeg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1123\" class=\"wp-image-1123 size-medium\" src=\"https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4-300x300.jpeg\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4-300x300.jpeg 300w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4-150x150.jpeg 150w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4-768x768.jpeg 768w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4-250x250.jpeg 250w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4-174x174.jpeg 174w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4-45x45.jpeg 45w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4-200x200.jpeg 200w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4-400x400.jpeg 400w, https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/05\/grafos-wiki-4.jpeg 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-1123\" class=\"wp-caption-text\">AI-generated image (Copilot)<\/p><\/div>\n<p>A Portuguese version of a knowledge graph about the Blue Amazon, internally called BlabKG-Portuguese, was built from the articles written for the BLAB Wiki. For this reason, BlabKG-Portuguese covers a variety of topics, ranging from natural resources, aquaculture, and maritime sports to environmental disasters, legislation, and coastal management.<\/p>\n<p>The graph is composed of a set of JSON files available for access <a href=\"https:\/\/github.com\/C4AI\/CtxKG\/tree\/master\/graphs\/pt-BR\/BlabKG\" target=\"_blank\" rel=\"noopener\">here<\/a>.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<h3>BlabWiki &#8211; ontologies<\/h3>\n<div id=\"attachment_1122\" style=\"width: 310px\" class=\"wp-caption alignleft\"><a href=\"https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/09\/blab-ontologias.jpeg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1122\" class=\"wp-image-1122 size-medium\" src=\"https:\/\/sites.usp.br\/keml\/wp-content\/uploads\/sites\/1460\/2024\/09\/blab-ontologias-300x300.jpeg\" alt=\"\" width=\"300\" height=\"300\" data-wp-editing=\"1\" \/><\/a><p id=\"caption-attachment-1122\" class=\"wp-caption-text\">AI-generated image (Copilot)<\/p><\/div>\n<p>Organization of information about the Blue Amazon in the form of ontologies, based on entries from the BLAB Wiki. The ontologies were created using an algorithm that employs LLMs (GPT-3.5 and GPT-4) to structure knowledge about a specific domain, in this case, the Blue Amazon. So far, the ontologies cover the concepts of Brazilian Water Resources (available in English) and Coastal Ecosystems (available in English and Brazilian Portuguese), and consist of varying numbers of concepts (ranging from 1 to 99 concepts).<\/p>\n<p>Contact the group if you are interested in accessing these ontologies.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>BlabKG-ingl\u00eas (Pir\u00e1) An English version of a knowledge graph about the Blue Amazon, internally called BlabKG-English, was built from a set of five hundred abstracts of scientific articles extracted from the Pir\u00e1 corpus. BlabKG-English covers different topics related to the Blue Amazon, including geology, environment, oceanography, economy, climate change, and natural resources. The graph is<a href=\"https:\/\/sites.usp.br\/keml\/en\/knowledge-graphs-and-ontologies\/\">[&#8230;]<\/a><\/p>\n","protected":false},"author":24022,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-1260","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages\/1260","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/users\/24022"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/comments?post=1260"}],"version-history":[{"count":4,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages\/1260\/revisions"}],"predecessor-version":[{"id":1668,"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/pages\/1260\/revisions\/1668"}],"wp:attachment":[{"href":"https:\/\/sites.usp.br\/keml\/wp-json\/wp\/v2\/media?parent=1260"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}