{"id":"https://openalex.org/W2773297340","doi":"https://doi.org/10.1109/smc.2017.8122734","title":"CSnet: Constructing symptom network based on disease-symptom relationships","display_name":"CSnet: Constructing symptom network based on disease-symptom relationships","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2773297340","doi":"https://doi.org/10.1109/smc.2017.8122734","mag":"2773297340"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2017.8122734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8122734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5112336167","display_name":"Sohee Hwang","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sohee Hwang","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086413828","display_name":"Jungrim Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jungrim Kim","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101860938","display_name":"Jeongwoo Kim","orcid":"https://orcid.org/0000-0002-4654-0438"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongwoo Kim","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100322270","display_name":"Sanghyun Park","orcid":"https://orcid.org/0000-0002-5196-6193"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sanghyun Park","raw_affiliation_strings":["Department of Computer Science, Yonsei University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":null,"apc_paid":null,"fwci":2.7002,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"960","last_page":"965"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.993399977684021,"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":0.993399977684021,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.992900013923645,"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/T13283","display_name":"Mental Health Research Topics","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.7005648016929626},{"id":"https://openalex.org/keywords/guideline","display_name":"Guideline","score":0.4954899549484253},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.4838525354862213},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.45307987928390503},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.441093385219574},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4374273121356964},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39914384484291077},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1499045491218567}],"concepts":[{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.7005648016929626},{"id":"https://openalex.org/C2780182762","wikidata":"https://www.wikidata.org/wiki/Q1630279","display_name":"Guideline","level":2,"score":0.4954899549484253},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.4838525354862213},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.45307987928390503},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.441093385219574},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4374273121356964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39914384484291077},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1499045491218567},{"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/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2017.8122734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8122734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W31187365","https://openalex.org/W1506487485","https://openalex.org/W1544009106","https://openalex.org/W1965208523","https://openalex.org/W1970108033","https://openalex.org/W1971867342","https://openalex.org/W1996624485","https://openalex.org/W2006402375","https://openalex.org/W2033591223","https://openalex.org/W2041073071","https://openalex.org/W2058221907","https://openalex.org/W2062533676","https://openalex.org/W2080390482","https://openalex.org/W2080512697","https://openalex.org/W2091198939","https://openalex.org/W2115743373","https://openalex.org/W2124757426","https://openalex.org/W2141329213","https://openalex.org/W2198325914","https://openalex.org/W2242968565","https://openalex.org/W2508315980","https://openalex.org/W2587661813","https://openalex.org/W4301021234","https://openalex.org/W6601259131"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W2339422290","https://openalex.org/W4248336175","https://openalex.org/W2361820086","https://openalex.org/W2031260042","https://openalex.org/W2397653702","https://openalex.org/W4233871529"],"abstract_inverted_index":{"A":[0],"symptom":[1,44,87,106,113,120,184,199,216],"is":[2,17,27,180],"the":[3,11,22,35,48,130,140,148,161,181],"physical":[4],"indication":[5],"of":[6,13,37,50,151,170,232,238],"an":[7,18],"unstable":[8],"state":[9],"or":[10],"beginning":[12],"diseases.":[14,102],"Symptom":[15,89],"analysis":[16,45,90,107],"essential":[19],"factor":[20],"in":[21,53,210],"medical":[23],"area,":[24],"where":[25],"it":[26],"used":[28],"for":[29,69,96,143,183,229],"disease":[30],"diagnosis,":[31],"drug":[32],"prescription,":[33],"and":[34,78,129,137,167,204,218,235],"development":[36],"new":[38],"pharmaceuticals.":[39],"Commensurate":[40],"with":[41,158,201,214,220],"its":[42],"importance,":[43],"has":[46,62,226],"been":[47,63],"subject":[49],"various":[51,101],"studies":[52,82],"recent":[54],"years.":[55],"However,":[56],"prior":[57],"literature":[58],"on":[59,80,190],"this":[60],"topic":[61],"largely":[64],"limited":[65],"to":[66,76,100,117],"studying":[67],"symptoms":[68,98,240],"a":[70,85,94,104,111,119,194,198,230,236],"specific":[71],"disease.":[72],"Our":[73],"paper":[74],"attempts":[75],"expand":[77],"build":[79],"previous":[81,221],"by":[83,139],"introducing":[84],"network-based":[86,112],"analysis.":[88,114],"that":[91],"can":[92],"provide":[93],"basis":[95],"analyzing":[97],"related":[99],"For":[103],"universal":[105],"system,":[108],"we":[109,122,196],"proposed":[110,224],"In":[115],"order":[116],"construct":[118],"network,":[121,185],"utilized":[123],"Medical":[124],"Subject":[125],"Heading":[126],"(MeSH)":[127],"terms":[128,172],"PubMed":[131,175],"search":[132],"engine":[133],"which":[134,179],"are":[135],"maintained":[136],"developed":[138],"National":[141,149],"Center":[142],"Biotechnology":[144],"Information":[145],"(NCBI)":[146],"at":[147],"Library":[150],"Medicine":[152],"(NLM).":[153],"We":[154],"identified":[155],"symptom-disease":[156,191],"relationships":[157],"two":[159,171,211,215],"measurements,":[160],"term":[162],"frequency-inverse":[163],"document":[164],"frequency":[165],"(TF-IDF)":[166],"frequent":[168],"occurrence":[169],"(co-occurrence)":[173],"from":[174],"articles.":[176],"Symptom-symptom":[177],"pairs,":[178],"outline":[182],"were":[186,208],"built":[187],"up":[188],"based":[189],"relationships.":[192],"As":[193],"result,":[195],"constructed":[197],"network":[200],"223":[202],"nodes":[203],"5313":[205],"edges.":[206],"Evaluations":[207],"performed":[209],"ways,":[212],"compared":[213],"clusters":[217],"demonstrated":[219],"researches.":[222],"Additionally,":[223],"method":[225],"shown":[227],"possibility":[228],"guideline":[231],"clinical":[233],"demonstration":[234],"discovery":[237],"potential":[239],"pair.":[241]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}