{"id":"https://openalex.org/W2894374752","doi":"https://doi.org/10.15439/2018f163","title":"Pitfalls in users\u2019 evaluation of algorithms for text-based similarity detection in medical education","display_name":"Pitfalls in users\u2019 evaluation of algorithms for text-based similarity detection in medical education","publication_year":2018,"publication_date":"2018-09-26","ids":{"openalex":"https://openalex.org/W2894374752","doi":"https://doi.org/10.15439/2018f163","mag":"2894374752"},"language":"en","primary_location":{"id":"doi:10.15439/2018f163","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2018f163","pdf_url":"https://annals-csis.org/proceedings/2018/drp/pdf/163.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2018/drp/pdf/163.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061403459","display_name":"Jakub \u0160\u010davnick\u00fd","orcid":null},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Jakub \u0160\u010davnick\u00fd","raw_affiliation_strings":["Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043018119","display_name":"Mat\u011bj Karolyi","orcid":"https://orcid.org/0000-0003-0950-8946"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Mat\u011bj Karolyi","raw_affiliation_strings":["Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046891346","display_name":"Petra R\u016f\u017ei\u010dkov\u00e1","orcid":"https://orcid.org/0000-0003-2611-2660"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petra R\u016f\u017ei\u010dkov\u00e1","raw_affiliation_strings":["Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008662640","display_name":"Andrea Pokorn\u00e1","orcid":"https://orcid.org/0000-0002-1305-6455"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Andrea Pokorn\u00e1","raw_affiliation_strings":["Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077980905","display_name":"Hana Harazim","orcid":"https://orcid.org/0000-0002-2397-0371"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Hana Harazim","raw_affiliation_strings":["Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052953165","display_name":"Petr \u0160toura\u010d","orcid":"https://orcid.org/0000-0003-1944-5926"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr \u0160toura\u010d","raw_affiliation_strings":["Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073396312","display_name":"Martin Komenda","orcid":"https://orcid.org/0000-0003-0572-5767"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Martin Komenda","raw_affiliation_strings":["Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5061403459"],"corresponding_institution_ids":["https://openalex.org/I21449261"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.12381703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"15","issue":null,"first_page":"109","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9980000257492065,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.996399998664856,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9961000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6942132115364075},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6402932405471802},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37858811020851135},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3649015426635742},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35682278871536255},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3473161458969116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6942132115364075},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6402932405471802},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37858811020851135},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3649015426635742},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35682278871536255},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3473161458969116},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2018f163","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2018f163","pdf_url":"https://annals-csis.org/proceedings/2018/drp/pdf/163.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:fa48930294f44febb73b5983046d3d76","is_oa":true,"landing_page_url":"https://doaj.org/article/fa48930294f44febb73b5983046d3d76","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 15, Pp 109-116 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2018f163","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2018f163","pdf_url":"https://annals-csis.org/proceedings/2018/drp/pdf/163.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8500000238418579,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G291036901","display_name":null,"funder_award_id":"CZ.02","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5544452336","display_name":null,"funder_award_id":"MUNI/A/","funder_id":"https://openalex.org/F4320326548","funder_display_name":"Masarykova Univerzita"}],"funders":[{"id":"https://openalex.org/F4320326548","display_name":"Masarykova Univerzita","ror":"https://ror.org/02j46qs45"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2894374752.pdf","grobid_xml":"https://content.openalex.org/works/W2894374752.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1496306958","https://openalex.org/W1912782691","https://openalex.org/W1982902672","https://openalex.org/W2049905336","https://openalex.org/W2100834389","https://openalex.org/W2107921943","https://openalex.org/W2137007435","https://openalex.org/W2167383894","https://openalex.org/W2171313960","https://openalex.org/W2184059455","https://openalex.org/W2402454709","https://openalex.org/W2599420272","https://openalex.org/W2744998402","https://openalex.org/W2758629583"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2544423928","https://openalex.org/W2052122378","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2989452537","https://openalex.org/W4313731559"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3],"user":[4,123],"evaluation":[5],"of":[6,23,36,64,75,103,122],"several":[7],"approaches":[8,106],"for":[9],"an":[10,33,113],"automated":[11],"similarity":[12,79,90,95,108],"detection":[13],"between":[14,80],"study":[15,50,68],"materials":[16,51],"and":[17,25,43,61,120],"curriculum":[18,63],"description":[19],"in":[20],"the":[21,58,62,65,73,101],"field":[22],"medical":[24,41],"healthcare":[26],"education.":[27],"Our":[28],"objective":[29,114],"is":[30,84],"to":[31,107],"present":[32,100],"effective":[34],"methodology":[35],"getting":[37],"relevant":[38],"feedback":[39],"from":[40],"students":[42],"teachers.":[44],"Two":[45],"various":[46],"data":[47,82],"sets":[48,83],"(electronic":[49],"represented":[52],"by":[53],"interactive":[54],"educational":[55],"algorithms":[56],"on":[57],"AKUTNE.CZ":[59],"platform":[60],"General":[66],"Medicine":[67],"programme)":[69],"are":[70,97],"processed.":[71],"For":[72],"purposes":[74],"this":[76],"work,":[77],"text":[78],"two":[81],"expressed":[85],"lexically,":[86],"i.e.":[87],"character-based":[88],"(n-gram)":[89],"as":[91,93,110,112],"well":[92,111],"termbased":[94],"methods":[96],"used.":[98],"We":[99],"comparison":[102],"five":[104],"selected":[105],"calculation":[109],"discussion":[115],"covering":[116],"our":[117],"experience":[118],"with":[119],"pitfalls":[121],"evaluation.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}