{"id":"https://openalex.org/W2911593829","doi":"https://doi.org/10.1109/bibm.2018.8621281","title":"Full-attention Based Drug Drug Interaction Extraction Exploiting User-generated Content","display_name":"Full-attention Based Drug Drug Interaction Extraction Exploiting User-generated Content","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2911593829","doi":"https://doi.org/10.1109/bibm.2018.8621281","mag":"2911593829"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2018.8621281","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5062895972","display_name":"Bo Xu","orcid":"https://orcid.org/0000-0001-5453-978X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Xu","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083305792","display_name":"Xiufeng Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiufeng Shi","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042620633","display_name":"Zhehuan Zhao","orcid":"https://orcid.org/0000-0002-5001-1352"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhehuan Zhao","raw_affiliation_strings":["Dalian University of Technology, Dalian, Liaoning, CN"],"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, Liaoning, CN","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101513399","display_name":"Wei Zheng","orcid":"https://orcid.org/0000-0001-8921-5304"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zheng","raw_affiliation_strings":["College of Computer Science and Technology, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023931221","display_name":"Hongfei Lin","orcid":"https://orcid.org/0000-0003-0872-7688"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfei Lin","raw_affiliation_strings":["College of Computer Science and Technology, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051597671","display_name":"Zhihao Yang","orcid":"https://orcid.org/0000-0001-6186-2024"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Yang","raw_affiliation_strings":["College of Computer Science and Technology, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100768936","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0002-0393-3709"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wang","raw_affiliation_strings":["College of Computer Science and Technology, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":null,"display_name":"Feng Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Xia","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5062895972"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":0.8461,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.81358716,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"560","last_page":"565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9858999848365784,"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/T10028","display_name":"Topic Modeling","score":0.9858999848365784,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9613999724388123,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.9347000122070312,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.7229475975036621},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6698498725891113},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.48476356267929077},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.4521805942058563},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.13705509901046753},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.13704514503479004},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.13679546117782593},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07503920793533325},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05830982327461243}],"concepts":[{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.7229475975036621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6698498725891113},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.48476356267929077},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.4521805942058563},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.13705509901046753},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.13704514503479004},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.13679546117782593},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07503920793533325},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05830982327461243},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2018.8621281","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1499864241","https://openalex.org/W1522301498","https://openalex.org/W2064675550","https://openalex.org/W2067704478","https://openalex.org/W2092872567","https://openalex.org/W2099307202","https://openalex.org/W2116261113","https://openalex.org/W2122402213","https://openalex.org/W2131774270","https://openalex.org/W2136848157","https://openalex.org/W2148488766","https://openalex.org/W2159583324","https://openalex.org/W2164330572","https://openalex.org/W2166034984","https://openalex.org/W2250619635","https://openalex.org/W2251104810","https://openalex.org/W2251756410","https://openalex.org/W2264517602","https://openalex.org/W2271840356","https://openalex.org/W2301095666","https://openalex.org/W2485374661","https://openalex.org/W2508618307","https://openalex.org/W2579132201","https://openalex.org/W2597655663","https://openalex.org/W2766643012","https://openalex.org/W2798456655","https://openalex.org/W2810578980","https://openalex.org/W2885765547","https://openalex.org/W2949547296","https://openalex.org/W2964026782","https://openalex.org/W4285116151","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"When":[0],"a":[1,132,145,153,175],"patient":[2],"takes":[3],"multiple":[4],"medications":[5],"simultaneously":[6],"under":[7],"treatment,":[8],"it":[9],"is":[10,97,105],"vital":[11],"for":[12],"the":[13,22,78,90,158,169],"doctor":[14],"to":[15,31,50,72,114,125,163],"comprehend":[16],"all":[17],"interactions":[18,33],"between":[19,34],"drugs":[20,35],"in":[21,118],"prescription":[23],"entirely.":[24],"Drug":[25],"drug":[26],"interaction":[27],"(DDI)":[28],"extraction":[29,53,57,123,134],"aims":[30],"obtain":[32],"from":[36],"biomedical":[37,68,102],"literature":[38],"automatically.":[39],"Nowadays,":[40],"researchers":[41],"apply":[42],"artificial":[43],"intelligence":[44],"and":[45,76,107,140,173],"natural":[46],"language":[47],"processing":[48],"techniques":[49],"perform":[51],"DDI":[52,56,122,133,159],"task.":[54],"Existing":[55],"methods":[58,172],"have":[59],"utilized":[60],"some":[61],"kinds":[62,82],"of":[63,83,89,92,100,155,178],"external":[64,84,101],"resources":[65,85],"such":[66],"as":[67],"databases":[69],"or":[70],"ontologies":[71],"offer":[73],"more":[74,127],"knowledge":[75],"improve":[77],"performance.":[79],"However,":[80],"these":[81],"are":[86],"delayed":[87],"because":[88],"hardship":[91],"updating.":[93],"User-generated":[94],"content":[95],"(UGC)":[96],"another":[98],"sort":[99],"resource":[103,117],"which":[104],"up-to-date":[106],"can":[108],"be":[109],"updated":[110],"rapidly.":[111],"We":[112,130,151],"attempt":[113],"utilize":[115],"UGC":[116,138],"our":[119,165],"deep":[120],"learning":[121],"method":[124,135],"provide":[126],"fresh":[128],"information.":[129],"propose":[131],"that":[136],"merges":[137],"information":[139,142],"contextual":[141],"together":[143],"by":[144],"new":[146],"attention":[147],"mechanism":[148],"called":[149],"full-attention.":[150],"conduct":[152],"series":[154],"experiments":[156],"on":[157],"2013":[160],"Evaluation":[161],"dataset":[162],"evaluate":[164],"method.":[166],"UGC-DDI":[167],"outperforms":[168],"other":[170],"state-of-the-art":[171],"achieves":[174],"competitive":[176],"F-score":[177],"0.712.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}