{"id":"https://openalex.org/W2742019683","doi":"https://doi.org/10.18653/v1/w17-2346","title":"Extracting Personal Medical Events for User Timeline Construction using Minimal Supervision","display_name":"Extracting Personal Medical Events for User Timeline Construction using Minimal Supervision","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2742019683","doi":"https://doi.org/10.18653/v1/w17-2346","mag":"2742019683"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2346","pdf_url":"https://www.aclweb.org/anthology/W17-2346.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.aclweb.org/anthology/W17-2346.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087743328","display_name":"Aakanksha Naik","orcid":"https://orcid.org/0000-0002-3673-0051"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aakanksha Naik","raw_affiliation_strings":["Language Technologies Institute Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Language Technologies Institute Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026486394","display_name":"Christopher Bogart","orcid":"https://orcid.org/0000-0001-8581-115X"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris Bogart","raw_affiliation_strings":["Institute for Software Research Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Institute for Software Research Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089539629","display_name":"Carolyn Penstein Ros\u00e9","orcid":"https://orcid.org/0000-0003-1128-5155"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carolyn Rose","raw_affiliation_strings":["Language Technologies Institute Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Language Technologies Institute Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.756,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":6,"citation_normalized_percentile":{"value":0.702919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":81,"max":82},"biblio":{"volume":null,"issue":null,"first_page":"356","last_page":"364"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9995,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9995,"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/T10028","display_name":"Topic Modeling","score":0.9994,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9949,"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/timeline","display_name":"Time line","score":0.99565},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5384846}],"concepts":[{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.99565},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7327455},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.63369876},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5384846},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.508019},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.41990858},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40249625},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36071795},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35982424},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35495454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10973528},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2346","pdf_url":"https://www.aclweb.org/anthology/W17-2346.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2346","pdf_url":"https://www.aclweb.org/anthology/W17-2346.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":17,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1880262756","https://openalex.org/W1956885672","https://openalex.org/W1973897992","https://openalex.org/W2001856540","https://openalex.org/W2002886493","https://openalex.org/W2105443543","https://openalex.org/W2106191791","https://openalex.org/W2109308402","https://openalex.org/W2123661878","https://openalex.org/W2124499489","https://openalex.org/W2139531859","https://openalex.org/W2251621978","https://openalex.org/W2251758222","https://openalex.org/W2514651853","https://openalex.org/W2949704729","https://openalex.org/W2950577311"],"related_works":["https://openalex.org/W4391249598","https://openalex.org/W4296345146","https://openalex.org/W4254228154","https://openalex.org/W3094038556","https://openalex.org/W3049477255","https://openalex.org/W2734259032","https://openalex.org/W2317428717","https://openalex.org/W2114034199","https://openalex.org/W2014772881","https://openalex.org/W1858249912"],"abstract_inverted_index":{"In":[0,25,103],"this":[1,91,104],"paper,":[2],"we":[3],"describe":[4],"a":[5,39,121,142],"system":[6,128],"for":[7,63],"automatic":[8],"construction":[9,125],"of":[10,45,132,137],"user":[11],"disease":[12,60],"progression":[13,61],"timelines":[14,62],"from":[15,65],"their":[16],"posts":[17],"in":[18,42,70,85,90,117],"online":[19,29],"support":[20,30,86],"groups":[21,31],"using":[22,114],"minimal":[23,115],"supervision.":[24],"recent":[26],"years,":[27],"several":[28],"have":[32],"been":[33],"established":[34],"which":[35,51,134],"has":[36,93],"led":[37],"to":[38,99,109,119],"huge":[40],"increase":[41],"the":[43,138],"amount":[44],"patient-authored":[46],"text":[47,67],"available.":[48],"Creating":[49],"systems":[50],"can":[52,68],"automatically":[53],"extract":[54],"important":[55],"medical":[56,80,101,111],"events":[57,81],"and":[58,82],"create":[59],"users":[64],"such":[66],"help":[69],"patient":[71],"health":[72],"monitoring":[73],"as":[74,76],"well":[75],"studying":[77],"links":[78],"between":[79],"users\u2019":[83],"participation":[84],"groups.":[87],"Prior":[88],"work":[89],"domain":[92],"used":[94],"manually":[95],"constructed":[96],"keyword":[97],"sets":[98],"detect":[100],"events.":[102],"work,":[105],"our":[106],"aim":[107],"is":[108,135],"perform":[110],"event":[112],"detection":[113],"supervision":[116],"order":[118],"develop":[120],"more":[122],"general":[123],"timeline":[124],"system.":[126,145],"Our":[127],"achieves":[129],"an":[130],"accuracy":[131],"55.17%,":[133],"92%":[136],"performance":[139],"achieved":[140],"by":[141],"supervised":[143],"baseline":[144]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2742019683","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4}],"updated_date":"2024-12-13T12:31:14.624999","created_date":"2017-08-08"}