{"id":132,"date":"2023-03-01T18:36:54","date_gmt":"2023-03-01T17:36:54","guid":{"rendered":"https:\/\/www.inf.unibz.it\/krdb\/?page_id=132"},"modified":"2024-03-22T13:16:24","modified_gmt":"2024-03-22T12:16:24","slug":"about-our-research","status":"publish","type":"page","link":"https:\/\/www.inf.unibz.it\/krdb\/about-our-research\/","title":{"rendered":"About our Research"},"content":{"rendered":"\n<p>Our current research focuses on a wide range of topics in AI and Data Science, and it is organised in four research units.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Knowledge Representation\n<ul class=\"wp-block-list\">\n<li>Description Logics<\/li>\n\n\n\n<li>Ontologies<\/li>\n\n\n\n<li>Knowledge Graphs\n<ul class=\"wp-block-list\">\n<li>Standardisation of modelling languages<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Knowledge Representation languages<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Knowledge and Data\n<ul class=\"wp-block-list\">\n<li>Ontology-based Data Access\n<ul class=\"wp-block-list\">\n<li>semantic-based intelligent access to data<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Knowledge-based Data Management\n<ul class=\"wp-block-list\">\n<li>intelligent information system deployment and maintenance<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Conceptual Modelling\n<ul class=\"wp-block-list\">\n<li>conceptual and ontology modelling for system design;<\/li>\n\n\n\n<li>intelligent information systems that combine data, information, knowledge, and processes.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Data Science\n<ul class=\"wp-block-list\">\n<li>data preparation<\/li>\n\n\n\n<li>semantic interoperability and data integration;<\/li>\n\n\n\n<li>data preparation for analytics based on semantic metadata;<\/li>\n\n\n\n<li>database restructuring to enable intelligent business processes;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Neuro-symbolic approaches<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Knowledge in Time and Processes\n<ul class=\"wp-block-list\">\n<li>Temporal and Action Languages<\/li>\n\n\n\n<li>Process Mining and Analysis<\/li>\n\n\n\n<li>Predictive Process Monitoring<\/li>\n\n\n\n<li>Artificial Intelligence for Process Science<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Knowledge and Cognition\n<ul class=\"wp-block-list\">\n<li>Creativity<\/li>\n\n\n\n<li>Natural Language Processing<\/li>\n\n\n\n<li>Knowledge-driven Multi-Modal Interfaces\n<ul class=\"wp-block-list\">\n<li>natural language interfaces to knowledge<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Foundational Ontologies <\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Our current research focuses on a wide range of topics in AI and Data Science, and it is organised in four research units.<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-132","page","type-page","status-publish","hentry","entry","no-media"],"_links":{"self":[{"href":"https:\/\/www.inf.unibz.it\/krdb\/wp-json\/wp\/v2\/pages\/132","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inf.unibz.it\/krdb\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.inf.unibz.it\/krdb\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.inf.unibz.it\/krdb\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inf.unibz.it\/krdb\/wp-json\/wp\/v2\/comments?post=132"}],"version-history":[{"count":32,"href":"https:\/\/www.inf.unibz.it\/krdb\/wp-json\/wp\/v2\/pages\/132\/revisions"}],"predecessor-version":[{"id":772,"href":"https:\/\/www.inf.unibz.it\/krdb\/wp-json\/wp\/v2\/pages\/132\/revisions\/772"}],"wp:attachment":[{"href":"https:\/\/www.inf.unibz.it\/krdb\/wp-json\/wp\/v2\/media?parent=132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}