{"id":"https://openalex.org/W2592603488","doi":"https://doi.org/10.1145/3025171.3025232","title":"Learning to Rate Clinical Concepts Using Simulated Clinician Feedback","display_name":"Learning to Rate Clinical Concepts Using Simulated Clinician Feedback","publication_year":2017,"publication_date":"2017-03-07","ids":{"openalex":"https://openalex.org/W2592603488","doi":"https://doi.org/10.1145/3025171.3025232","mag":"2592603488"},"language":"en","primary_location":{"id":"doi:10.1145/3025171.3025232","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3025171.3025232","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"type":"conference-paper","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/A5023255735","display_name":"Mohammad Alsulmi","orcid":"https://orcid.org/0000-0002-7900-2273"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad R. Alsulmi","raw_affiliation_strings":["University of Delaware &amp; King Saud University, Newark, DE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware &amp; King Saud University, Newark, DE, USA","institution_ids":["https://openalex.org/I86501945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109487140","display_name":"Benjamin Carterette","orcid":null},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin A. Carterette","raw_affiliation_strings":["University of Delaware, Newark, DE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delaware, Newark, DE, USA","institution_ids":["https://openalex.org/I86501945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I86501945"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"505","last_page":"509"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9980000257492065,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9955000281333923,"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":0.8037146329879761},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7743639945983887},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.612000584602356},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5080351829528809},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4965055584907532},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4843083918094635},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4499550461769104},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.42713838815689087},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.06787109375}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8037146329879761},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7743639945983887},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.612000584602356},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5080351829528809},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4965055584907532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4843083918094635},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4499550461769104},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.42713838815689087},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.06787109375},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3025171.3025232","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3025171.3025232","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1776265914","https://openalex.org/W1912982817","https://openalex.org/W2028418849","https://openalex.org/W2047182598","https://openalex.org/W2069870183","https://openalex.org/W2109993347","https://openalex.org/W2122402213","https://openalex.org/W2133990480","https://openalex.org/W2160863565","https://openalex.org/W2170505850","https://openalex.org/W2280660581","https://openalex.org/W2554245164"],"related_works":["https://openalex.org/W1921936017","https://openalex.org/W1971071004","https://openalex.org/W2009716188","https://openalex.org/W1518380457","https://openalex.org/W2001985945","https://openalex.org/W1973132420","https://openalex.org/W2460037195","https://openalex.org/W2078482661","https://openalex.org/W1968222678","https://openalex.org/W2142731558"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2],"user-based":[3],"model":[4],"for":[5],"rating":[6],"concepts":[7,40,81],"(i.e.,":[8],"words":[9],"and":[10,51,64],"phrases)":[11],"in":[12,41,44,82],"clinical":[13,20,80],"queries":[14,43,85],"based":[15],"on":[16],"their":[17],"relevance":[18],"to":[19,35,46,52],"decision":[21],"making.":[22],"Our":[23],"approach":[24,73],"can":[25,74],"be":[26],"adopted":[27],"by":[28,67],"information":[29],"retrieval":[30],"systems":[31],"(e.g.,":[32],"search":[33,54],"engines)":[34],"identify":[36],"the":[37,76,79],"most":[38],"important":[39],"user":[42,49,70],"order":[45],"better":[47],"understand":[48],"intent":[50],"improve":[53],"results.":[55],"In":[56],"our":[57,72],"experiments,":[58],"we":[59],"examine":[60],"several":[61],"learning":[62],"algorithms":[63],"show":[65],"that":[66],"using":[68],"simulated":[69],"feedback,":[71],"predict":[75],"ratings":[77],"of":[78],"newly":[83],"unseen":[84],"with":[86],"high":[87],"prediction":[88],"accuracy.":[89]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
