{"id":"https://openalex.org/W3108531947","doi":"https://doi.org/10.1145/3418094.3418132","title":"Multi-label Topic Classification of Patient Generated Content in a Breast-cancer Community Forum","display_name":"Multi-label Topic Classification of Patient Generated Content in a Breast-cancer Community Forum","publication_year":2020,"publication_date":"2020-08-14","ids":{"openalex":"https://openalex.org/W3108531947","doi":"https://doi.org/10.1145/3418094.3418132","mag":"3108531947"},"language":"en","primary_location":{"id":"doi:10.1145/3418094.3418132","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3418094.3418132","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Medical and Health Informatics","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/A5112231228","display_name":"B. Athira","orcid":null},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"B. Athira","raw_affiliation_strings":["Dept. of Computer Science, Cochin University of Science and technology, Cochin, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Cochin University of Science and technology, Cochin, India","institution_ids":["https://openalex.org/I20497027"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075455952","display_name":"Sumam Mary Idicula","orcid":"https://orcid.org/0000-0001-7088-6909"},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumam Mary Idicula","raw_affiliation_strings":["Dept. of Computer Science, Cochin University of Science and Technology, Cochin, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Cochin University of Science and Technology, Cochin, India","institution_ids":["https://openalex.org/I20497027"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050362156","display_name":"Josette Jones","orcid":"https://orcid.org/0000-0002-4996-8595"},"institutions":[{"id":"https://openalex.org/I592451","display_name":"Indiana University","ror":"https://ror.org/01kg8sb98","country_code":"US","type":"education","lineage":["https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josette Jones","raw_affiliation_strings":["Dept. of BioHealth Informatics, School of Informatics and Computing, Indiana University, IN, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of BioHealth Informatics, School of Informatics and Computing, Indiana University, IN, USA","institution_ids":["https://openalex.org/I592451"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112231228"],"corresponding_institution_ids":["https://openalex.org/I20497027"],"apc_list":null,"apc_paid":null,"fwci":0.2743,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65666245,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"266","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9998000264167786,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9998000264167786,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9889000058174133,"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":0.5922672748565674},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5905832052230835},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5427837371826172},{"id":"https://openalex.org/keywords/multitude","display_name":"Multitude","score":0.5287425518035889},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.525565505027771},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.43562600016593933},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40203580260276794},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39072078466415405},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.37802714109420776},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33627527952194214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3292800784111023},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2850886881351471},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.283594012260437},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13099128007888794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5922672748565674},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5905832052230835},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5427837371826172},{"id":"https://openalex.org/C2780565519","wikidata":"https://www.wikidata.org/wiki/Q1208937","display_name":"Multitude","level":2,"score":0.5287425518035889},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.525565505027771},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.43562600016593933},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40203580260276794},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39072078466415405},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.37802714109420776},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33627527952194214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3292800784111023},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2850886881351471},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.283594012260437},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13099128007888794},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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},{"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:10.1145/3418094.3418132","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3418094.3418132","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Medical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W42041300","https://openalex.org/W66588809","https://openalex.org/W125127855","https://openalex.org/W288663000","https://openalex.org/W1511053376","https://openalex.org/W2047686344","https://openalex.org/W2052684427","https://openalex.org/W2093238926","https://openalex.org/W2107197659","https://openalex.org/W2123628668","https://openalex.org/W2138830164","https://openalex.org/W2153579005","https://openalex.org/W2179431196","https://openalex.org/W2291955298","https://openalex.org/W2323169434","https://openalex.org/W2469871536","https://openalex.org/W2473172299","https://openalex.org/W2588991089","https://openalex.org/W2607773097","https://openalex.org/W2657315003","https://openalex.org/W2727553907","https://openalex.org/W2770397194","https://openalex.org/W2778359823","https://openalex.org/W2800292742","https://openalex.org/W2808903237","https://openalex.org/W2888918154","https://openalex.org/W2896457183","https://openalex.org/W2911489562","https://openalex.org/W2956864576","https://openalex.org/W2998768810","https://openalex.org/W3003957053"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2417432647","https://openalex.org/W2371114124","https://openalex.org/W2168950483","https://openalex.org/W1975110769","https://openalex.org/W2378535610","https://openalex.org/W4213029470","https://openalex.org/W2798951784","https://openalex.org/W657803122","https://openalex.org/W3121744968"],"abstract_inverted_index":{"The":[0,85,108,202,235],"research":[1],"community":[2],"has":[3],"been":[4],"noticing":[5],"the":[6,9,16,24,51,55,70,94,124,150,157,168,181,189,198,207,212,239,253],"importance":[7],"of":[8,18,57,73,93,97,105,112,119,134,137,153,159,176,183,200,231,242,255,259],"online":[10,71,114],"forums":[11],"in":[12,14,66,123,149,211,229,262],"healthcare":[13],"understanding":[15],"nuances":[17],"health-related":[19],"problems.":[20,265],"Breast":[21],"Cancer":[22],"is":[23,35,65,121,147,186,214],"most":[25,208],"common":[26],"malignance":[27],"among":[28],"women":[29],"worldwide":[30],"and":[31,42,44,53,143],"its":[32],"survival":[33],"rate":[34],"steadily":[36],"increasing":[37],"thanks":[38],"to":[39,161,172,221,226,249],"early":[40],"diagnosis":[41],"timely":[43],"effective":[45],"treatment.":[46],"Still":[47],"how":[48,238],"they":[49],"manage":[50],"disease":[52],"maintain":[54],"quality":[56],"daily":[58],"life":[59],"are":[60],"worth":[61],"understanding.":[62],"And":[63],"it":[64,185],"this":[67],"context":[68],"that":[69,188,206],"posts":[72,90,99,115,178,213,258],"patients":[74],"with":[75,88,218],"breast":[76],"cancer,":[77],"discussing":[78],"several":[79],"topics,":[80],"become":[81],"patient":[82],"generated":[83],"content.":[84],"multi-label":[86,129],"nature":[87,241],"these":[89,98,113],"arising":[91],"out":[92,102,194],"combined":[95],"contents":[96],"can":[100,245],"bring":[101,193],"a":[103,144,173],"multitude":[104],"divulging":[106],"conclusions.":[107],"resulting":[109],"classification":[110],"issues":[111],"under":[116],"various":[117],"categories":[118],"topics":[120],"examined":[122],"present":[125],"work.":[126],"A":[127],"semi-supervised":[128],"classification,":[130],"followed":[131],"by":[132],"refinement":[133],"multiple":[135,243],"assignments":[136],"labels":[138,160,244],"based":[139,163],"on":[140,164,180,197],"fuzzy":[141],"logic":[142],"neighborhood":[145],"technique":[146],"proposed":[148,190],"paper.":[151],"Multiplicity":[152],"labels,":[154],"occurs":[155],"during":[156],"assignment":[158],"clusters":[162],"proximity.":[165],"While":[166],"extending":[167],"refined":[169],"label":[170],"set":[171],"greater":[174],"number":[175],"unlabeled":[177],"clustered":[179],"basis":[182],"proximity,":[184],"observed":[187],"method":[191],"could":[192],"more":[195],"information":[196,232],"description":[199],"posts.":[201],"results":[203,236],"thus":[204],"convey":[205],"discussed":[209],"topic":[210],"about":[215],"diagnosis,":[216],"along":[217],"tangential":[219],"reference":[220],"adverse":[222],"drug":[223],"effect,":[224],"presumably":[225],"offer":[227],"support":[228],"terms":[230],"or":[233],"viewpoint.":[234],"show":[237],"diverse":[240],"be":[246],"effectively":[247],"harnessed":[248],"draw":[250],"conclusion":[251],"from":[252],"potential":[254],"social":[256],"media":[257],"patients'":[260],"experience":[261],"critical":[263],"health":[264]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
