{"id":1752,"date":"2023-02-24T17:07:23","date_gmt":"2023-02-24T14:07:23","guid":{"rendered":"https:\/\/digilab.rara.ee\/tooriistad\/automaatse-marksonastamise-kratt\/"},"modified":"2024-05-22T14:51:22","modified_gmt":"2024-05-22T12:51:22","slug":"automatic-keyword-tagger-marta","status":"publish","type":"tooriistad","link":"https:\/\/digilab.rara.ee\/en\/tools\/automatic-keyword-tagger-marta\/","title":{"rendered":"Automatic keyword tagger MARTA"},"content":{"rendered":"\n<p>The tool can be found here: <a rel=\"noreferrer noopener\" href=\"https:\/\/marta.nlib.ee\" target=\"_blank\"><strong>https:\/\/marta.nlib.ee<\/strong><\/a><\/p>\n\n\n\n<p>MARTA is a prototype for automatic keyword tagging of Estonian articles. The prototype takes text as input (either in plain text format, downloaded from a given URL, or extracted from an uploaded file). Optionally, the user can select applicable methodologies and\/or article domains. In the next step, the text is lemmatized and part-of-speech tags are assigned using the MLP10 (multilingual preprocessor) tool from Texta Toolkit. After lemmatization, keyword tagging methods are applied to extract the following keywords from the text:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Topical keywords<\/li><li>Personal names<\/li><li>Locations and geopolitical entities<\/li><li>Organizations<\/li><li>Temporal keywords<\/li><\/ul>\n\n\n\n<p>The detected keywords are compared with the <a href=\"https:\/\/ems.elnet.ee\/index.php\" target=\"_blank\" rel=\"noreferrer noopener\">Estonian Thesaurus (EMS)<\/a>. If a keyword also appears in the EMS, a checkmark is displayed next to it. The identified keywords can be exported from the application in MARC format.<\/p>\n\n\n\n<p>You can find a more detailed user guide for the prototype <a rel=\"noreferrer noopener\" href=\"https:\/\/marta.nlib.ee\/assets\/Krati_protot%C3%BC%C3%BCbi_kasutusjuhend.pdf\" target=\"_blank\"><strong>here<\/strong><\/a> (in Estonian). <\/p>\n\n\n\n<div class=\"wp-block-uagb-image uagb-block-4bb10fe7 wp-block-uagb-image--layout-default wp-block-uagb-image--effect-static wp-block-uagb-image--align-none\"><figure class=\"wp-block-uagb-image__figure\"><img decoding=\"async\" srcset=\"https:\/\/digilab.rara.ee\/wp-content\/uploads\/2023\/02\/el_regionaalarengu_fond_horisontaalne.jpg \" sizes=\"auto, (max-width: 480px) 150px\" src=\"https:\/\/digilab.rara.ee\/wp-content\/uploads\/2023\/02\/el_regionaalarengu_fond_horisontaalne.jpg\" alt=\"\" class=\"uag-image-1418\" width=\"343\" height=\"197\" title=\"\" loading=\"lazy\" role=\"img\"\/><\/figure><\/div>\n","protected":false},"featured_media":1420,"template":"","tooriista_tyyp":[],"class_list":["post-1752","tooriistad","type-tooriistad","status-publish","has-post-thumbnail","hentry"],"acf":[],"uagb_featured_image_src":{"full":["https:\/\/digilab.rara.ee\/wp-content\/uploads\/2023\/02\/marta_screenshot.png",1341,782,false],"thumbnail":["https:\/\/digilab.rara.ee\/wp-content\/uploads\/2023\/02\/marta_screenshot-150x150.png",150,150,true],"medium":["https:\/\/digilab.rara.ee\/wp-content\/uploads\/2023\/02\/marta_screenshot-300x175.png",300,175,true],"medium_large":["https:\/\/digilab.rara.ee\/wp-content\/uploads\/2023\/02\/marta_screenshot-768x448.png",768,448,true],"large":["https:\/\/digilab.rara.ee\/wp-content\/uploads\/2023\/02\/marta_screenshot-1024x597.png",1024,597,true],"1536x1536":["https:\/\/digilab.rara.ee\/wp-content\/uploads\/2023\/02\/marta_screenshot.png",1341,782,false],"2048x2048":["https:\/\/digilab.rara.ee\/wp-content\/uploads\/2023\/02\/marta_screenshot.png",1341,782,false]},"uagb_author_info":{"display_name":"Laura Nemvalts","author_link":"https:\/\/digilab.rara.ee\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"The tool can be found here: https:\/\/marta.nlib.ee MARTA is a prototype for automatic keyword tagging of Estonian articles. The prototype takes text as input (either in plain text format, downloaded from a given URL, or extracted from an uploaded file). Optionally, the user can select applicable methodologies and\/or article domains. In the next step, the&hellip;","_links":{"self":[{"href":"https:\/\/digilab.rara.ee\/en\/wp-json\/wp\/v2\/tooriistad\/1752","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/digilab.rara.ee\/en\/wp-json\/wp\/v2\/tooriistad"}],"about":[{"href":"https:\/\/digilab.rara.ee\/en\/wp-json\/wp\/v2\/types\/tooriistad"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/digilab.rara.ee\/en\/wp-json\/wp\/v2\/media\/1420"}],"wp:attachment":[{"href":"https:\/\/digilab.rara.ee\/en\/wp-json\/wp\/v2\/media?parent=1752"}],"wp:term":[{"taxonomy":"tooriista_tyyp","embeddable":true,"href":"https:\/\/digilab.rara.ee\/en\/wp-json\/wp\/v2\/tooriista_tyyp?post=1752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}