{"id":"https://openalex.org/W2768410639","doi":"https://doi.org/10.1145/3110025.3119399","title":"Prediction of Symptom-Disease Links in Online Health Forums","display_name":"Prediction of Symptom-Disease Links in Online Health Forums","publication_year":2017,"publication_date":"2017-07-31","ids":{"openalex":"https://openalex.org/W2768410639","doi":"https://doi.org/10.1145/3110025.3119399","mag":"2768410639"},"language":"en","primary_location":{"id":"doi:10.1145/3110025.3119399","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3110025.3119399","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017","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/A5046720608","display_name":"Esra G\u00fcndo\u011fan","orcid":"https://orcid.org/0000-0001-7331-3348"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Esra G\u00fcndo\u011fan","raw_affiliation_strings":["Department of Computer Engineering, Firat University, Elazi\u011f, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Firat University, Elazi\u011f, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028134655","display_name":"Buket Kaya","orcid":"https://orcid.org/0000-0001-9505-181X"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Buket Kaya","raw_affiliation_strings":["Elazi\u011f EOSB Maden Vocational School, Firat University, Elazi\u011f, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elazi\u011f EOSB Maden Vocational School, Firat University, Elazi\u011f, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100631239","display_name":"Mehmet Kaya","orcid":"https://orcid.org/0000-0003-2995-8282"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Kaya","raw_affiliation_strings":["Department of Computer Engineering, Firat University, Elazi\u011f, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Firat University, Elazi\u011f, Turkey","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I143396566"],"apc_list":null,"apc_paid":null,"fwci":0.6278,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66539246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"876","last_page":"880"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9915000200271606,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.982699990272522,"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":0.5889676213264465},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3346879482269287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5889676213264465},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3346879482269287}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3110025.3119399","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3110025.3119399","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017","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/W188608978","https://openalex.org/W1556758605","https://openalex.org/W1565377632","https://openalex.org/W1585214420","https://openalex.org/W1893639437","https://openalex.org/W1967056812","https://openalex.org/W1967784045","https://openalex.org/W1973938657","https://openalex.org/W1976305183","https://openalex.org/W1979104937","https://openalex.org/W1984808815","https://openalex.org/W2006163714","https://openalex.org/W2018934112","https://openalex.org/W2098189808","https://openalex.org/W2111527574","https://openalex.org/W2154454189","https://openalex.org/W2170033768","https://openalex.org/W2241495677","https://openalex.org/W2277471091","https://openalex.org/W2283831708","https://openalex.org/W2341336811","https://openalex.org/W2413581701","https://openalex.org/W2539716383","https://openalex.org/W6633894697"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2093578348","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2766271392","https://openalex.org/W2350741829","https://openalex.org/W3004735627"],"abstract_inverted_index":{"Social":[0],"networks":[1,10,23],"are":[2,5,124],"structures":[3],"that":[4,182],"used":[6],"to":[7,143],"model":[8],"complex":[9,22],"in":[11,67],"different":[12],"environments.":[13],"The":[14,162],"desire":[15],"of":[16,35,40,57,73,122,138,164,172],"reaching":[17],"useful":[18],"information":[19],"by":[20,52,112,126],"studying":[21],"has":[24,155,185],"made":[25,66,92,157],"social":[26,41,75],"network":[27,42,76,82,136],"analysis":[28,43],"an":[29],"important":[30],"research":[31],"topic":[32],"today.":[33],"One":[34],"the":[36,54,58,74,81,144,165,173,189],"most":[37],"interesting":[38],"subjects":[39],"is":[44,65,71,83,101,148],"link":[45,63,153,175],"prediction.":[46],"It":[47],"estimates":[48],"potential":[49],"future":[50],"connections":[51],"using":[53],"current":[55],"state":[56],"network.":[59],"In":[60,150],"this":[61,79,151,183],"study,":[62,80],"prediction":[64,154,176],"bipartite":[68,135],"graphs":[69],"which":[70],"one":[72],"structures.":[77],"For":[78],"first":[84],"constructed":[85],"with":[86,158,170],"question":[87],"and":[88,116,140,178],"advise":[89],"(generally":[90],"disease)":[91],"on":[93,129],"online":[94,130],"health":[95,99,114],"forum":[96,100,118,131],"sites.":[97,132],"Online":[98],"a":[102,134],"place":[103],"where":[104],"user":[105],"can":[106],"get":[107],"his/her":[108],"medical":[109],"questions":[110,128,139],"answered":[111],"real":[113],"professionals":[115],"other":[117,174,190],"members.":[119],"Then,":[120],"symptoms":[121],"diseases":[123,141],"obtained":[125,145],"analyzing":[127],"Thus,":[133],"consisting":[137],"corresponding":[142],"symptom":[146],"data":[147],"constructed.":[149],"network,":[152],"been":[156,168],"internal":[159],"links":[160],"method.":[161],"results":[163],"method":[166,184],"have":[167],"compared":[169],"four":[171],"methods":[177],"it":[179],"was":[180],"found":[181],"better":[186],"performance":[187],"than":[188],"methods.":[191]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}