{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T04:28:51Z","timestamp":1772252931784,"version":"3.50.1"},"reference-count":114,"publisher":"MDPI AG","issue":"7","license":[{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Slovenian Research Agency under the project J2-1736 Causalify","award":["101004469"],"award-info":[{"award-number":["101004469"]}]},{"name":"Slovenian Research Agency under the project J2-1736 Causalify","award":["101004949"],"award-info":[{"award-number":["101004949"]}]},{"DOI":"10.13039\/501100000780","name":"European Union through the Odeuropa EU H2020 project","doi-asserted-by":"publisher","award":["101004469"],"award-info":[{"award-number":["101004469"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000780","name":"European Union through the Odeuropa EU H2020 project","doi-asserted-by":"publisher","award":["101004949"],"award-info":[{"award-number":["101004949"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000780","name":"VAST EU H2020 project","doi-asserted-by":"publisher","award":["101004469"],"award-info":[{"award-number":["101004469"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000780","name":"VAST EU H2020 project","doi-asserted-by":"publisher","award":["101004949"],"award-info":[{"award-number":["101004949"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["MTI"],"abstract":"<jats:p>This paper presents an Artificial Intelligence approach to mining context and emotions related to olfactory cultural heritage narratives, particularly to fairy tales. We provide an overview of the role of smell and emotions in literature, as well as highlight the importance of olfactory experience and emotions from psychology and linguistic perspectives. We introduce a methodology for extracting smells and emotions from text, as well as demonstrate the context-based visualizations related to smells and emotions implemented in a novel smell tracker tool. The evaluation is performed using a collection of fairy tales from Grimm and Andersen. We find out that fairy tales often connect smell with the emotional charge of situations. The experimental results show that we can detect smells and emotions in fairy tales with an F1 score of 91.62 and 79.2, respectively.<\/jats:p>","DOI":"10.3390\/mti6070057","type":"journal-article","created":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T11:32:23Z","timestamp":1658143943000},"page":"57","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Harvesting Context and Mining Emotions Related to Olfactory Cultural Heritage"],"prefix":"10.3390","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9134-4025","authenticated-orcid":false,"given":"M. Besher","family":"Massri","sequence":"first","affiliation":[{"name":"Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia"},{"name":"Jo\u017eef Stefan International Postgraduate School, 1000 Ljubljana, Slovenia"}]},{"given":"Inna","family":"Novalija","sequence":"additional","affiliation":[{"name":"Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia"}]},{"given":"Dunja","family":"Mladeni\u0107","sequence":"additional","affiliation":[{"name":"Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia"},{"name":"Jo\u017eef Stefan International Postgraduate School, 1000 Ljubljana, Slovenia"}]},{"given":"Janez","family":"Brank","sequence":"additional","affiliation":[{"name":"Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4380-846X","authenticated-orcid":false,"given":"Sara","family":"Gra\u00e7a da Silva","sequence":"additional","affiliation":[{"name":"Institute for the Study of Literature and Tradition, NOVA University of Lisbon, 1069-061 Lisbon, Portugal"}]},{"given":"Natasza","family":"Marrouch","sequence":"additional","affiliation":[{"name":"Institute for the Study of Literature and Tradition, NOVA University of Lisbon, 1069-061 Lisbon, Portugal"},{"name":"CT Institute for Brain and Cognitive Science, Mansfield, CT 06269, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2778-7195","authenticated-orcid":false,"given":"Carla","family":"Murteira","sequence":"additional","affiliation":[{"name":"Institute for the Study of Literature and Tradition, NOVA University of Lisbon, 1069-061 Lisbon, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3003-1783","authenticated-orcid":false,"given":"Ali","family":"H\u00fcrriyeto\u011flu","sequence":"additional","affiliation":[{"name":"KNAW Humanities Cluster, 1012 DK Amsterdam, The Netherlands"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4994-067X","authenticated-orcid":false,"given":"Beno","family":"\u0160ircelj","sequence":"additional","affiliation":[{"name":"Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia"}]}],"member":"1968","published-online":{"date-parts":[[2022,7,18]]},"reference":[{"key":"ref_1","unstructured":"Wolfe, J. 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