{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T20:12:15Z","timestamp":1762459935144,"version":"3.41.2"},"reference-count":35,"publisher":"Emerald","issue":"5\/6","license":[{"start":{"date-parts":[[2020,10,30]],"date-time":"2020-10-30T00:00:00Z","timestamp":1604016000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["EL"],"published-print":{"date-parts":[[2020,10,30]]},"abstract":"\nPurpose<\/jats:title>\nThe purpose of this paper is to provide a methodology for automatic annotation of a multimedia collection of intangible cultural heritage mostly in the form of interviews. Assigned annotations provide a way to search the collection.<\/jats:p>\n<\/jats:sec>\n\nDesign\/methodology\/approach<\/jats:title>\nAnnotation is based on automatic extraction of metadata and is conducted by named entity and topic extraction from textual descriptions with a rule-based approach supported by vocabulary resources, a compiled domain-specific classification scheme and domain-oriented corpus analysis.<\/jats:p>\n<\/jats:sec>\n\nFindings<\/jats:title>\nThe proposed methodology for automatic annotation of a collection of intangible cultural heritage, applied on the cultural heritage of the Balkans, has very good results according to F measure, which is 0.87 for the named entity and 0.90 for topic annotation. The overall methodology enables encapsulating domain-specific and language-specific knowledge into collections of finite state transducers and allows further improvements.<\/jats:p>\n<\/jats:sec>\n\nOriginality\/value<\/jats:title>\nAlthough cultural heritage has a significant role in the development of identity of a group or an individual, it is one of those specific domains that have not yet been fully explored in case of many languages. A methodology is proposed that can be used for incorporating natural language processing techniques into digital libraries of cultural heritage.<\/jats:p>\n<\/jats:sec>","DOI":"10.1108\/el-03-2020-0052","type":"journal-article","created":{"date-parts":[[2020,10,28]],"date-time":"2020-10-28T12:27:41Z","timestamp":1603888061000},"page":"905-918","source":"Crossref","is-referenced-by-count":5,"title":["HerCulB: content-based information extraction and retrieval for cultural heritage of the Balkans"],"prefix":"10.1108","volume":"38","author":[{"given":"Ivana","family":"Tanasijevi\u0107","sequence":"first","affiliation":[]},{"given":"Gordana","family":"Pavlovi\u0107-La\u017eeti\u0107","sequence":"additional","affiliation":[]}],"member":"140","reference":[{"key":"key2020121210210205600_ref001","first-page":"83","article-title":"Twitie: an open-source information extraction pipeline for microblog text","volume-title":"Recent Advances in Natural Language Processing (RANLP \u201813)","year":"2013"},{"article-title":"Bunjevci: etnodijalektolo\u0161ka istra\u017eivanja, 2009","volume-title":"Nacionalni Savet Bunjeva\u010dke Nacionalne Manjine, Subotica, in cooperation with Matica srpska, Novi Sad","year":"2013","key":"key2020121210210205600_ref002"},{"key":"key2020121210210205600_ref003","first-page":"48","article-title":"Automatic extraction of archaeological events from text","volume-title":"Making History Interactive: Computer Applications and Quantitative Methods in Archaeology (CAA)","year":"2010"},{"issue":"1","key":"key2020121210210205600_ref004","first-page":"3","article-title":"Dictionnaires \u00e9lectroniques du fran\u00e7ais","volume":"87","year":"1990","journal-title":"Langue Fran\u00e7aise"},{"issue":"2","key":"key2020121210210205600_ref005","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1023\/A:1014348124664","article-title":"GATE, a general architecture for text engineering","volume":"36","year":"2002","journal-title":"Computers and the Humanities"},{"issue":"5","key":"key2020121210210205600_ref006","doi-asserted-by":"crossref","first-page":"425","DOI":"10.3414\/ME0508","article-title":"Semantic structuring of and information extraction from medical documents using the UMLS","volume":"47","year":"2008","journal-title":"Methods of Information in Medicine"},{"key":"key2020121210210205600_ref007","first-page":"225","article-title":"Web-assisted annotation, semantic indexing and search of television and radio news","volume-title":"The 14th International World Wide Web (WWW \u201805)","year":"2005"},{"issue":"Suppl 1","key":"key2020121210210205600_ref008","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1093\/bioinformatics\/17.suppl_1.S74","article-title":"GENIES: a natural-language processing system for the extraction of molecular pathways from journal articles","volume":"17","year":"2001","journal-title":"Bioinformatics"},{"issue":"1","key":"key2020121210210205600_ref009","first-page":"53a","article-title":"Personal names in information extraction","volume":"11","year":"2010","journal-title":"INFOtheca-Journal of Informatics and Librarianship"},{"issue":"3\/4","key":"key2020121210210205600_ref010","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1108\/NLW-01-2014-0013","article-title":"Exhibiting library collections online: Omeka in context","volume":"115","year":"2014","journal-title":"New Library World"},{"issue":"2\/3","key":"key2020121210210205600_ref011","first-page":"236","article-title":"Easy listening: spoken document retrieval in choral","volume":"34","year":"2009","journal-title":"Interdisciplinary Science Reviews"},{"key":"key2020121210210205600_ref012","first-page":"100","article-title":"A comparison of NER tools: W.R.T a domain-specific vocabulary","volume-title":"Conference on Semantic Systems","year":"2014"},{"key":"key2020121210210205600_ref013","unstructured":"Jovanovi\u0107, S. 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