{"id":"https://openalex.org/W2020290818","doi":"https://doi.org/10.1145/2110363.2110479","title":"Measuring the similarity and relatedness of concepts in the medical domain","display_name":"Measuring the similarity and relatedness of concepts in the medical domain","publication_year":2012,"publication_date":"2012-01-28","ids":{"openalex":"https://openalex.org/W2020290818","doi":"https://doi.org/10.1145/2110363.2110479","mag":"2020290818"},"language":"en","primary_location":{"id":"doi:10.1145/2110363.2110479","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2110363.2110479","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060188217","display_name":"Ted Pedersen","orcid":"https://orcid.org/0000-0003-0417-4123"},"institutions":[{"id":"https://openalex.org/I4210115145","display_name":"University of Minnesota, Duluth","ror":"https://ror.org/01hy4qx27","country_code":"US","type":"education","lineage":["https://openalex.org/I4210115145"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ted Pedersen","raw_affiliation_strings":["University of Minnesota, Duluth, Duluth, MN, USA","University of Minnesota Duluth, Duluth, MN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Minnesota, Duluth, Duluth, MN, USA","institution_ids":["https://openalex.org/I4210115145"]},{"raw_affiliation_string":"University of Minnesota Duluth, Duluth, MN, USA#TAB#","institution_ids":["https://openalex.org/I4210115145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056292346","display_name":"Serguei Pakhomov","orcid":"https://orcid.org/0000-0001-5048-4929"},"institutions":[{"id":"https://openalex.org/I4210101327","display_name":"Twin Cities Orthopedics","ror":"https://ror.org/01en4s460","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210101327"]},{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Serguei Pakhomov","raw_affiliation_strings":["University of Minnesota, Twin Cities, Minneapolis, MN, USA","University of Minnesota, Twin Cities, Minneapolis, MN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Minnesota, Twin Cities, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I4210101327","https://openalex.org/I130238516"]},{"raw_affiliation_string":"University of Minnesota, Twin Cities, Minneapolis, MN, USA#TAB#","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083901654","display_name":"Bridget T. McInnes","orcid":"https://orcid.org/0000-0003-2297-6672"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210101327","display_name":"Twin Cities Orthopedics","ror":"https://ror.org/01en4s460","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210101327"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bridget McInnes","raw_affiliation_strings":["University of Minnesota, Twin Cities, Minneapolis, MN, USA","University of Minnesota, Twin Cities, Minneapolis, MN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Minnesota, Twin Cities, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I4210101327","https://openalex.org/I130238516"]},{"raw_affiliation_string":"University of Minnesota, Twin Cities, Minneapolis, MN, USA#TAB#","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100414289","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0002-6628-6377"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210101327","display_name":"Twin Cities Orthopedics","ror":"https://ror.org/01en4s460","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210101327"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":["University of Minnesota, Twin Cities, Minneapolis, MN, USA","University of Minnesota, Twin Cities, Minneapolis, MN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Minnesota, Twin Cities, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I4210101327","https://openalex.org/I130238516"]},{"raw_affiliation_string":"University of Minnesota, Twin Cities, Minneapolis, MN, USA#TAB#","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060188217"],"corresponding_institution_ids":["https://openalex.org/I4210115145"],"apc_list":null,"apc_paid":null,"fwci":0.1313,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.50660374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"879","last_page":"880"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9785000085830688,"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":0.9785000085830688,"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/T10028","display_name":"Topic Modeling","score":0.9751999974250793,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9401000142097473,"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/unified-medical-language-system","display_name":"Unified Medical Language System","score":0.9721726179122925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8119142055511475},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7175502777099609},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6641209125518799},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6164578795433044},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5973787307739258},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.5615898370742798},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.49880051612854004},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.49851369857788086},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4953714609146118},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4867810904979706},{"id":"https://openalex.org/keywords/biomedical-text-mining","display_name":"Biomedical text mining","score":0.4353153705596924},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4262334406375885},{"id":"https://openalex.org/keywords/text-mining","display_name":"Text mining","score":0.15244713425636292},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11495009064674377}],"concepts":[{"id":"https://openalex.org/C69505689","wikidata":"https://www.wikidata.org/wiki/Q455338","display_name":"Unified Medical Language System","level":2,"score":0.9721726179122925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119142055511475},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7175502777099609},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6641209125518799},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6164578795433044},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5973787307739258},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.5615898370742798},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.49880051612854004},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49851369857788086},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4953714609146118},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4867810904979706},{"id":"https://openalex.org/C165141518","wikidata":"https://www.wikidata.org/wiki/Q4915126","display_name":"Biomedical text mining","level":3,"score":0.4353153705596924},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4262334406375885},{"id":"https://openalex.org/C71472368","wikidata":"https://www.wikidata.org/wiki/Q676880","display_name":"Text mining","level":2,"score":0.15244713425636292},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11495009064674377},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2110363.2110479","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2110363.2110479","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W186091728"],"related_works":["https://openalex.org/W2114797768","https://openalex.org/W2303098424","https://openalex.org/W2149600008","https://openalex.org/W2380654781","https://openalex.org/W2122194007","https://openalex.org/W2152489761","https://openalex.org/W2176214140","https://openalex.org/W2516873349","https://openalex.org/W2041025542","https://openalex.org/W1569660094"],"abstract_inverted_index":{"The":[0,116],"ability":[1],"to":[2,6,13,43,53,57,122],"quantify":[3],"the":[4,67,84,99,110],"degree":[5],"which":[7,106],"concepts":[8],"are":[9,51],"similar":[10,52],"or":[11],"related":[12],"each":[14],"other":[15],"is":[16,107],"a":[17,34,61],"key":[18],"component":[19],"in":[20,33,83],"many":[21],"Natural":[22],"Language":[23,102],"Processing":[24],"(NLP)":[25],"and":[26,74,76],"Artificial":[27],"Intelligence":[28],"(AI)":[29],"applications.":[30],"For":[31],"example,":[32],"document":[35],"search":[36],"application,":[37],"it":[38],"can":[39,80],"be":[40,81],"very":[41],"useful":[42],"identify":[44],"text":[45],"snippets":[46],"that":[47,50],"contain":[48],"terms":[49],"(but":[54],"not":[55],"identical)":[56],"those":[58],"provided":[59],"by":[60,87,109],"user.":[62],"This":[63,94],"tutorial":[64,117],"will":[65,118],"introduce":[66],"theory":[68],"behind":[69],"measures":[70,125],"of":[71,98,113],"semantic":[72],"similarity":[73],"relatedness,":[75],"show":[77,120],"how":[78,121],"these":[79],"applied":[82],"medical":[85],"domain":[86],"using":[88],"freely--available":[89],"open--source":[90],"software":[91,95],"(http://umls-similarity.sourceforge.net)":[92],"(UMLS::Similarity).":[93],"takes":[96],"advantage":[97],"Unified":[100],"Medical":[101],"System":[103],"(":[104],"http://www.nlm.nih.gov/research/umls/)(UMLS),":[105],"maintained":[108],"National":[111],"Library":[112],"Medicine":[114],"(USA).":[115],"also":[119],"evaluate":[123],"existing":[124],"with":[126],"manually--created":[127],"reference":[128],"standards.":[129]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
