{"id":"https://openalex.org/W4400490275","doi":"https://doi.org/10.1109/cscwd61410.2024.10580293","title":"Mining Latent Topical Key Phrase from Content to Context in Unrestricted Healthcare Data","display_name":"Mining Latent Topical Key Phrase from Content to Context in Unrestricted Healthcare Data","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4400490275","doi":"https://doi.org/10.1109/cscwd61410.2024.10580293"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd61410.2024.10580293","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd61410.2024.10580293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5074232429","display_name":"Tie Hua Zhou","orcid":"https://orcid.org/0000-0002-3258-0244"},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tie Hua Zhou","raw_affiliation_strings":["Northeast Electric Power University,School of Computer Science,Jilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeast Electric Power University,School of Computer Science,Jilin,China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031885220","display_name":"Tian Yu Jin","orcid":"https://orcid.org/0009-0008-0909-0854"},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Yu Jin","raw_affiliation_strings":["Northeast Electric Power University,School of Computer Science,Jilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeast Electric Power University,School of Computer Science,Jilin,China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014454350","display_name":"Xi Wei Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Wei Wang","raw_affiliation_strings":["Northeast Electric Power University,School of Computer Science,Jilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeast Electric Power University,School of Computer Science,Jilin,China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727331","display_name":"Ling Wang","orcid":"https://orcid.org/0000-0001-8956-0511"},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Wang","raw_affiliation_strings":["Northeast Electric Power University,School of Computer Science,Jilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeast Electric Power University,School of Computer Science,Jilin,China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043932631","display_name":"Keun Ho Ryu","orcid":"https://orcid.org/0000-0003-0394-9054"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Keun Ho Ryu","raw_affiliation_strings":["Chungbuk National University,Department of Computer Science,Cheongju,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chungbuk National University,Department of Computer Science,Cheongju,Korea","institution_ids":["https://openalex.org/I163753206"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07992455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1370","last_page":"1375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.994700014591217,"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":0.994700014591217,"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/key","display_name":"Key (lock)","score":0.7045438289642334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6450002193450928},{"id":"https://openalex.org/keywords/phrase","display_name":"Phrase","score":0.6220625638961792},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6206813454627991},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5858103036880493},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.5173720717430115},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3927755355834961},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36628198623657227},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.31054043769836426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07922491431236267},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06291425228118896},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.060179680585861206}],"concepts":[{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.7045438289642334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6450002193450928},{"id":"https://openalex.org/C2776224158","wikidata":"https://www.wikidata.org/wiki/Q187931","display_name":"Phrase","level":2,"score":0.6220625638961792},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6206813454627991},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5858103036880493},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.5173720717430115},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3927755355834961},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36628198623657227},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.31054043769836426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07922491431236267},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06291425228118896},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.060179680585861206},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd61410.2024.10580293","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd61410.2024.10580293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.44999998807907104}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337495","display_name":"Technology Development","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2039546652","https://openalex.org/W2012262991","https://openalex.org/W2373794620","https://openalex.org/W2060629350","https://openalex.org/W2357294589","https://openalex.org/W2386861027","https://openalex.org/W2349302580","https://openalex.org/W2390154576","https://openalex.org/W2916983164","https://openalex.org/W2356613672"],"abstract_inverted_index":{"Healthcare":[0],"data,":[1],"collected":[2],"from":[3,104],"multiple":[4,77],"sources":[5],"and":[6,15,30,42,52,75,127,156],"representing":[7],"various":[8],"perspectives,":[9],"has":[10,113],"become":[11],"an":[12],"increasingly":[13],"challenging":[14],"important":[16],"research":[17],"topic.":[18],"It":[19],"permeates":[20],"many":[21],"aspects":[22],"of":[23,37,64,87,124,158],"evidence-based":[24],"clinical":[25,125],"practice,":[26],"the":[27,35,85,101,122,140,147,152],"healing":[28],"process,":[29],"health":[31,109],"policy":[32],"formulation.":[33],"However,":[34],"characteristics":[36],"redundancy,":[38],"diversity,":[39],"volume,":[40],"inconsistency,":[41],"incompleteness":[43],"make":[44],"it":[45],"difficult":[46],"to":[47,69,83,139],"capture":[48],"valuable":[49],"semantic":[50],"properties":[51],"linguistic":[53],"relationships.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58],"propose":[59],"a":[60,136],"CNN-based":[61],"Bidirectional":[62],"Extension":[63],"Phrase":[65],"Boundary":[66],"(BEPB)":[67],"approach":[68],"reduce":[70],"over-reliance":[71],"on":[72,108],"term":[73],"frequency":[74],"mine":[76],"latent":[78],"topical":[79,118],"key":[80,88,137],"phrases,":[81,119],"aiming":[82],"improve":[84],"quality":[86],"phrases":[89],"in":[90,121,142,151],"downstream":[91],"Natural":[92],"Language":[93],"Processing":[94],"(NLP)":[95],"applications.":[96],"The":[97],"experiments":[98],"indicate":[99],"that":[100],"BEPB":[102],"trained":[103],"unstructured":[105],"user-contributed":[106],"content":[107],"social":[110],"media":[111],"sites":[112],"successfully":[114],"mined":[115],"more":[116],"relevant":[117],"particularly":[120],"areas":[123],"symptoms":[126],"co-occurrence":[128],"patterns.":[129],"To":[130],"summarize,":[131],"these":[132],"findings":[133],"serve":[134],"as":[135],"contributor":[138],"advancements":[141],"Evidence-Based":[143],"Medicine":[144],"(EBM),":[145],"paving":[146],"way":[148],"for":[149],"improvements":[150],"prevention,":[153],"diagnosis,":[154],"treatment,":[155],"nursing":[157],"diseases.":[159]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
