{"id":"https://openalex.org/W3097603036","doi":"https://doi.org/10.1007/978-3-030-61527-7_10","title":"Semantic Description of Data Mining Datasets: An Ontology-Based Annotation Schema","display_name":"Semantic Description of Data Mining Datasets: An Ontology-Based Annotation Schema","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097603036","doi":"https://doi.org/10.1007/978-3-030-61527-7_10","mag":"3097603036"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-61527-7_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-61527-7_10","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-61527-7_10.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-61527-7_10.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074942249","display_name":"Ana Kostovska","orcid":"https://orcid.org/0000-0002-5983-7169"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Ana Kostovska","raw_affiliation_strings":["Department of Knowledge Technologies, Jo\u017eef Stefan Institute, Ljubljana, Slovenia","Jo\u017eef Stefan International Postgraduate School, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Department of Knowledge Technologies, Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Jo\u017eef Stefan International Postgraduate School, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210113529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064609702","display_name":"Sa\u0161o D\u017eeroski","orcid":"https://orcid.org/0000-0003-2363-712X"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Sa\u0161o D\u017eeroski","raw_affiliation_strings":["Department of Knowledge Technologies, Jo\u017eef Stefan Institute, Ljubljana, Slovenia","Jo\u017eef Stefan International Postgraduate School, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Department of Knowledge Technologies, Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Jo\u017eef Stefan International Postgraduate School, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210113529"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077223857","display_name":"Pan\u010de Panov","orcid":"https://orcid.org/0000-0002-7685-9140"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Pan\u010de Panov","raw_affiliation_strings":["Department of Knowledge Technologies, Jo\u017eef Stefan Institute, Ljubljana, Slovenia","Jo\u017eef Stefan International Postgraduate School, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Department of Knowledge Technologies, Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Jo\u017eef Stefan International Postgraduate School, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210113529"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074942249"],"corresponding_institution_ids":["https://openalex.org/I3006985408","https://openalex.org/I4210113529"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":1.9733,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88103672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"140","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.865270733833313},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6946337223052979},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5998892188072205},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5579382181167603},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.5386379361152649},{"id":"https://openalex.org/keywords/temporal-annotation","display_name":"Temporal annotation","score":0.4756850004196167},{"id":"https://openalex.org/keywords/semantic-annotation","display_name":"Semantic annotation","score":0.42150649428367615},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.4139881432056427},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3438263237476349},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.24584433436393738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18903055787086487},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.08306840062141418}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.865270733833313},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6946337223052979},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5998892188072205},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5579382181167603},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.5386379361152649},{"id":"https://openalex.org/C7044111","wikidata":"https://www.wikidata.org/wiki/Q15844891","display_name":"Temporal annotation","level":5,"score":0.4756850004196167},{"id":"https://openalex.org/C2985727698","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Semantic annotation","level":3,"score":0.42150649428367615},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4139881432056427},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3438263237476349},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.24584433436393738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18903055787086487},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.08306840062141418},{"id":"https://openalex.org/C14919245","wikidata":"https://www.wikidata.org/wiki/Q1976109","display_name":"Language technology","level":4,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C129353971","wikidata":"https://www.wikidata.org/wiki/Q5156949","display_name":"Comprehension approach","level":3,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-61527-7_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-61527-7_10","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-61527-7_10.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pubmedcentral.nih.gov:7556383","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7556383","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Discovery Science","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-61527-7_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-61527-7_10","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-61527-7_10.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.5}],"awards":[{"id":"https://openalex.org/G5306613136","display_name":null,"funder_award_id":"J2-9230","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"}],"funders":[{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3097603036.pdf","grobid_xml":"https://content.openalex.org/works/W3097603036.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W199607679","https://openalex.org/W1414641899","https://openalex.org/W1992678635","https://openalex.org/W2003012803","https://openalex.org/W2011175518","https://openalex.org/W2053998130","https://openalex.org/W2098823605","https://openalex.org/W2102802363","https://openalex.org/W2113142309","https://openalex.org/W2122328291","https://openalex.org/W2133109597","https://openalex.org/W2159750251","https://openalex.org/W2171477123","https://openalex.org/W2302501749","https://openalex.org/W2803689195","https://openalex.org/W2980430774","https://openalex.org/W3024722698"],"related_works":["https://openalex.org/W2080575979","https://openalex.org/W48671780","https://openalex.org/W1994489417","https://openalex.org/W4385569300","https://openalex.org/W2369337446","https://openalex.org/W2126412646","https://openalex.org/W2206855020","https://openalex.org/W3032255889","https://openalex.org/W2105339902","https://openalex.org/W2972508764"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"the":[2,14,44,48,63,78,84,93,128],"pervasiveness":[3],"of":[4,11,16,50,58,77,95,103,113,118,130,139],"data":[5,42,52,64,73,120,142,144],"mining":[6,65,121],"(DM)":[7],"in":[8,43,133],"many":[9],"areas":[10],"our":[12],"society,":[13],"management":[15],"digital":[17,45],"data,":[18],"readily":[19],"available":[20],"for":[21,39,100],"analysis,":[22],"has":[23],"become":[24],"increasingly":[25],"important.":[26],"Consequently,":[27],"nearly":[28],"all":[29],"community":[30],"accepted":[31],"guidelines":[32],"and":[33,37,81,123,143],"principles":[34],"(e.g.":[35],"FAIR":[36],"TRUST)":[38],"publishing":[40],"such":[41,71],"ecosystem,":[46],"stress":[47],"importance":[49],"semantic":[51,56,101,114,137],"enhancement.":[53],"Having":[54],"rich":[55],"annotation":[57,98,107,117,138],"DM":[59,104],"datasets":[60],"would":[61],"support":[62],"process":[66],"at":[67],"various":[68],"choice":[69],"points,":[70],"as":[72],"understanding,":[74],"automatic":[75],"identification":[76],"analysis":[79],"task,":[80],"reasoning":[82],"over":[83],"obtained":[85],"results.":[86],"In":[87],"this":[88],"paper,":[89],"we":[90],"report":[91],"on":[92],"developments":[94],"an":[96],"ontology-based":[97],"schema":[99,108],"description":[102],"datasets.":[105],"The":[106],"combines":[109],"three":[110],"different":[111],"aspects":[112],"annotation,":[115],"i.e.,":[116],"provenance,":[119],"specific,":[122],"domain-specific":[124],"information.":[125],"We":[126],"demonstrate":[127],"utility":[129],"these":[131],"annotations":[132],"two":[134],"use":[135],"cases:":[136],"remote":[140],"sensing":[141],"about":[145],"neurodegenerative":[146],"diseases.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
