{"id":2300,"date":"2021-05-25T00:00:00","date_gmt":"2021-05-24T22:00:00","guid":{"rendered":"http:\/\/kit.pef.czu.cz\/nezarazene\/projekt-vyuziti-metod-strojoveho-uceni-pro-automatickou-klasifikaci-cinnosti-uzivatelu\/"},"modified":"2023-08-22T18:23:45","modified_gmt":"2023-08-22T16:23:45","slug":"projekt-vyuziti-metod-strojoveho-uceni-pro-automatickou-klasifikaci-cinnosti-uzivatelu","status":"publish","type":"post","link":"https:\/\/kit.pef.czu.cz\/en\/zpravy-akce-prednasky\/projekt-vyuziti-metod-strojoveho-uceni-pro-automatickou-klasifikaci-cinnosti-uzivatelu\/","title":{"rendered":"Project Use of machine learning methods for automatic classification of user activities"},"content":{"rendered":"<p style=\"text-align: justify;\"><strong>In 2020, the PEF Information Technology Department received a donation from \u0160koda Auto, as for the solution to the project Use of machine learning methods for automatic classification of user activities during usability testing. This year (May 25, 2021), Ing. Jan Masner, Ph.D. the results of this project at the FI IT Marketing \u0160koda Auto, as online meeting, where his presentation received a well-deserved response.<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>The essence of the project Use of machine learning methods for automatic classification of user activities during usability testing is the design and verification of machine learning methods during laboratory usability\/UX testing. The key here is the use of the advanced background of the PEF \u010cZU HUBRU laboratory (Human Behavior Research Unit \/ Laboratory for the study of human behavior) and modern technologies providing a sufficient amount of high-quality data - eye tracking, tools for monitoring work with a mouse, keyboard and tools for monitoring biometric data.<\/p>\n<p>The project will facilitate and speed up the time-consuming analysis of data from laboratory tests. The output is, for example, an automatic determination that the user fills in a text field at a certain moment, reads a label, chooses from options, etc. The result is an automatic prediction of UX and usability problems based on the detected data.<\/p>\n<p>The Department of Information Technology PEF thus builds on the previous cooperation and anticipates long-term cooperation with \u0160KODA AUTO, as on other interesting projects that are currently being prepared.<\/p>\n<p>\u00a0<\/p>","protected":false},"excerpt":{"rendered":"<p>In 2020, the PEF Information Technology Department received a donation from \u0160koda Auto, as for the solution to the project Use of machine learning methods for automatic classification of user activities during usability testing. This year (May 25, 2021), Ing. Jan Masner, Ph.D. the results of this project at the FI IT Marketing \u0160koda Auto, as online meeting, where his presentation received a well-deserved response.  The essence of the project Use of machine learning methods for automatic classification of user activities during usability testing is the design and verification of machine learning methods during laboratory usability\/UX testing. The key here is above all the use of the advanced facilities of the PEF \u010cZU HUBRU laboratory (Human Behavior Research Unit \/ Laboratory<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","_uag_custom_page_level_css":"","ngg_post_thumbnail":0,"footnotes":""},"categories":[49],"tags":[],"class_list":["post-2300","post","type-post","status-publish","format-standard","hentry","category-zpravy"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"trp-custom-language-flag":false},"uagb_author_info":{"display_name":"admin","author_link":"https:\/\/kit.pef.czu.cz\/en\/zpravy-akce-prednasky\/author\/admin\/"},"uagb_comment_info":0,"uagb_excerpt":"V roce 2020 z\u00edskala Katedra informa\u010dn\u00edch technologi\u00ed PEF dar od \u0160koda Auto, a.s. za \u0159e\u0161en\u00ed projektu Vyu\u017eit\u00ed metod strojov\u00e9ho u\u010den\u00ed pro automatickou klasifikaci \u010dinnost\u00ed u\u017eivatel\u016f b\u011bhem testov\u00e1n\u00ed pou\u017eitelnosti. V leto\u0161n\u00edm roce (25. kv\u011btna 2021) prezentoval Ing. Jan Masner, Ph.D. v\u00fdsledky tohoto projektu na on-line porad\u011b FI IT Marketing \u0160koda Auto, a.s., kde jeho prezentace vzbudila&hellip;","_links":{"self":[{"href":"https:\/\/kit.pef.czu.cz\/en\/wp-json\/wp\/v2\/posts\/2300","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kit.pef.czu.cz\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kit.pef.czu.cz\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kit.pef.czu.cz\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kit.pef.czu.cz\/en\/wp-json\/wp\/v2\/comments?post=2300"}],"version-history":[{"count":0,"href":"https:\/\/kit.pef.czu.cz\/en\/wp-json\/wp\/v2\/posts\/2300\/revisions"}],"wp:attachment":[{"href":"https:\/\/kit.pef.czu.cz\/en\/wp-json\/wp\/v2\/media?parent=2300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kit.pef.czu.cz\/en\/wp-json\/wp\/v2\/categories?post=2300"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kit.pef.czu.cz\/en\/wp-json\/wp\/v2\/tags?post=2300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}