{"id":"https://openalex.org/W3009547989","doi":"https://doi.org/10.1016/j.ipm.2020.102231","title":"Discovering web services in social web service repositories using deep variational autoencoders","display_name":"Discovering web services in social web service repositories using deep variational autoencoders","publication_year":2020,"publication_date":"2020-03-06","ids":{"openalex":"https://openalex.org/W3009547989","doi":"https://doi.org/10.1016/j.ipm.2020.102231","mag":"3009547989"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ipm.2020.102231","pdf_url":null,"source":{"id":"https://openalex.org/S174847851","display_name":"Information Processing & Management","issn_l":"0306-4573","issn":["0306-4573","1873-5371"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://uia.brage.unit.no/uia-xmlui/bitstream/11250/2658012/4/lizzeralde.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028428980","display_name":"Ignacio Lizarralde","orcid":"https://orcid.org/0000-0002-4320-6995"},"institutions":[{"id":"https://openalex.org/I4210104225","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Tandil","ror":"https://ror.org/00veegj02","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210104225","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]},{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Ignacio Lizarralde","raw_affiliation_strings":["ISISTAN \u2013 UNICEN \u2013 CONICET. Tandil, Buenos Aires, Argentina"],"affiliations":[{"raw_affiliation_string":"ISISTAN \u2013 UNICEN \u2013 CONICET. Tandil, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I4210104225","https://openalex.org/I3130805194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086018490","display_name":"Cristian Mateos","orcid":"https://orcid.org/0000-0001-5761-1898"},"institutions":[{"id":"https://openalex.org/I4210104225","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Tandil","ror":"https://ror.org/00veegj02","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210104225","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]},{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Cristian Mateos","raw_affiliation_strings":["ISISTAN \u2013 UNICEN \u2013 CONICET. Tandil, Buenos Aires, Argentina"],"affiliations":[{"raw_affiliation_string":"ISISTAN \u2013 UNICEN \u2013 CONICET. Tandil, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I4210104225","https://openalex.org/I3130805194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078123691","display_name":"Alejandro Zunino","orcid":"https://orcid.org/0000-0002-9537-3541"},"institutions":[{"id":"https://openalex.org/I4210104225","display_name":"Centro Cient\u00edfico Tecnol\u00f3gico - Tandil","ror":"https://ror.org/00veegj02","country_code":"AR","type":"facility","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210104225","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]},{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"Alejandro Zunino","raw_affiliation_strings":["ISISTAN \u2013 UNICEN \u2013 CONICET. Tandil, Buenos Aires, Argentina"],"affiliations":[{"raw_affiliation_string":"ISISTAN \u2013 UNICEN \u2013 CONICET. Tandil, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I4210104225","https://openalex.org/I3130805194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001965543","display_name":"Tim A. Majchrzak","orcid":"https://orcid.org/0000-0003-2581-9285"},"institutions":[{"id":"https://openalex.org/I200650556","display_name":"University of Agder","ror":"https://ror.org/03x297z98","country_code":"NO","type":"education","lineage":["https://openalex.org/I200650556"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Tim A. Majchrzak","raw_affiliation_strings":["University of Agder, Kristiansand, Norway"],"affiliations":[{"raw_affiliation_string":"University of Agder, Kristiansand, Norway","institution_ids":["https://openalex.org/I200650556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037685353","display_name":"Tor\u2010Morten Gr\u00f8nli","orcid":"https://orcid.org/0000-0002-2026-4551"},"institutions":[{"id":"https://openalex.org/I2800207870","display_name":"H\u00f8yskolen Kristiania","ror":"https://ror.org/03gss5916","country_code":"NO","type":"education","lineage":["https://openalex.org/I2800207870"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Tor-Morten Gr\u00f8nli","raw_affiliation_strings":["Kristiania University College, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Kristiania University College, Oslo, Norway","institution_ids":["https://openalex.org/I2800207870"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078123691"],"corresponding_institution_ids":["https://openalex.org/I4210104225","https://openalex.org/I3130805194"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220,"provenance":"doaj"},"apc_paid":null,"fwci":5.362,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.999983,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":"57","issue":"4","first_page":"102231","last_page":"102231"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"QoS-Aware Web Services Composition and Semantic Matching","score":0.9998,"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"}},"topics":[{"id":"https://openalex.org/T10679","display_name":"QoS-Aware Web Services Composition and Semantic Matching","score":0.9998,"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/T12016","display_name":"Web Data Extraction and Crawling Techniques","score":0.9737,"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/T10015","display_name":"RNA Sequencing Data Analysis","score":0.9373,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7835256},{"id":"https://openalex.org/keywords/automated-web-service-discovery","display_name":"Automated Web Service Discovery","score":0.617946},{"id":"https://openalex.org/keywords/web-service-composition","display_name":"Web Service Composition","score":0.602631},{"id":"https://openalex.org/keywords/semantic-web-services","display_name":"Semantic Web Services","score":0.572751},{"id":"https://openalex.org/keywords/service-selection-algorithms","display_name":"Service Selection Algorithms","score":0.560422},{"id":"https://openalex.org/keywords/web-data-extraction","display_name":"Web Data Extraction","score":0.545133},{"id":"https://openalex.org/keywords/social-web","display_name":"Social web","score":0.5192504},{"id":"https://openalex.org/keywords/service-discovery","display_name":"Service discovery","score":0.50964355},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.44227797},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43618178},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.42868507}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8317672},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7835256},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.5719571},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5599984},{"id":"https://openalex.org/C503923677","wikidata":"https://www.wikidata.org/wiki/Q2724244","display_name":"Social web","level":3,"score":0.5192504},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5144763},{"id":"https://openalex.org/C144097018","wikidata":"https://www.wikidata.org/wiki/Q4329404","display_name":"Service discovery","level":3,"score":0.50964355},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.46873766},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.44941884},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.44227797},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43618178},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.42868507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42398944},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41914356},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39954096},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.25554353},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.16061145},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ipm.2020.102231","pdf_url":null,"source":{"id":"https://openalex.org/S174847851","display_name":"Information Processing & Management","issn_l":"0306-4573","issn":["0306-4573","1873-5371"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/2658012","pdf_url":"https://uia.brage.unit.no/uia-xmlui/bitstream/11250/2658012/4/lizzeralde.pdf","source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":["University of Oslo"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/2658012","pdf_url":"https://uia.brage.unit.no/uia-xmlui/bitstream/11250/2658012/4/lizzeralde.pdf","source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":["University of Oslo"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321594","funder_display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","award_id":"11220170100490CO"}],"datasets":[],"versions":[],"referenced_works_count":68,"referenced_works":["https://openalex.org/W1488799870","https://openalex.org/W1568833694","https://openalex.org/W1583837637","https://openalex.org/W1595894433","https://openalex.org/W1773313872","https://openalex.org/W1880262756","https://openalex.org/W1984565341","https://openalex.org/W1993692165","https://openalex.org/W1993799640","https://openalex.org/W2001282285","https://openalex.org/W2011562771","https://openalex.org/W2025768430","https://openalex.org/W2039326541","https://openalex.org/W2054251549","https://openalex.org/W2081580037","https://openalex.org/W2085089413","https://openalex.org/W2087056002","https://openalex.org/W2099391294","https://openalex.org/W2100535349","https://openalex.org/W2121452922","https://openalex.org/W2131904442","https://openalex.org/W2152131052","https://openalex.org/W2152745365","https://openalex.org/W2156900056","https://openalex.org/W2165612380","https://openalex.org/W2171313960","https://openalex.org/W2187089797","https://openalex.org/W2203752292","https://openalex.org/W2250539671","https://openalex.org/W2266312728","https://openalex.org/W2293163851","https://openalex.org/W2341132943","https://openalex.org/W2493916176","https://openalex.org/W2509470976","https://openalex.org/W2526457109","https://openalex.org/W2559655401","https://openalex.org/W2604272474","https://openalex.org/W2607180559","https://openalex.org/W2612649659","https://openalex.org/W2725606191","https://openalex.org/W2729880326","https://openalex.org/W2754408789","https://openalex.org/W2777551375","https://openalex.org/W2780932362","https://openalex.org/W2783375017","https://openalex.org/W2788992586","https://openalex.org/W2792009025","https://openalex.org/W2807511999","https://openalex.org/W2886616670","https://openalex.org/W2913932916","https://openalex.org/W2914059076","https://openalex.org/W2914336853","https://openalex.org/W2949416428","https://openalex.org/W2950133940","https://openalex.org/W2951903140","https://openalex.org/W2963858765","https://openalex.org/W3140460099","https://openalex.org/W4231510805","https://openalex.org/W4236842012","https://openalex.org/W4237848409","https://openalex.org/W4241797092","https://openalex.org/W4244170331","https://openalex.org/W4252259222","https://openalex.org/W4254787116","https://openalex.org/W4299317719","https://openalex.org/W4399433395","https://openalex.org/W642687309","https://openalex.org/W658020064"],"related_works":["https://openalex.org/W4313561566","https://openalex.org/W4281663961","https://openalex.org/W4220682630","https://openalex.org/W3208888551","https://openalex.org/W3208386644","https://openalex.org/W3181622257","https://openalex.org/W3163146846","https://openalex.org/W3133533225","https://openalex.org/W2983142544","https://openalex.org/W2891059443"],"abstract_inverted_index":{"Web":[0,20,26,52,64,170],"Service":[1,53,171],"registries":[2,61],"have":[3],"progressively":[4],"evolved":[5],"to":[6,13,37,76,126,140,178,198,248],"social":[7,231],"networks-like":[8],"software":[9],"repositories.":[10],"Users":[11],"cooperate":[12],"produce":[14],"an":[15],"ever-growing,":[16],"rich":[17],"source":[18],"of":[19,59,165,191,213],"APIs":[21],"upon":[22],"which":[23,109,193],"new":[24],"value-added":[25],"applications":[27],"can":[28,266],"be":[29,67,267],"built.":[30],"Such":[31],"users":[32],"often":[33],"interact":[34],"in":[35,118,150,203,270],"order":[36],"follow,":[38],"comment":[39],"on,":[40],"consume":[41],"and":[42,122,241,252],"compose":[43],"services":[44,90],"published":[45],"by":[46,144,184,237],"other":[47],"users.":[48],"In":[49,173],"this":[50,142,174],"context,":[51],"discovery":[54,81,235],"is":[55],"a":[56,188,221],"core":[57],"functionality":[58],"modern":[60],"as":[62,89,135,160],"needed":[63],"Services":[65],"must":[66],"discovered":[68],"before":[69],"being":[70],"consumed":[71],"or":[72,95,137,147],"composed.":[73],"Many":[74],"efforts":[75],"provide":[77],"effective":[78],"keyword-based":[79],"service":[80,128,182],"mechanisms":[82],"are":[83,91,116,124,205],"based":[84,157],"on":[85],"Information":[86],"Retrieval":[87],"techniques":[88,105,133,158],"described":[92],"using":[93,185,220,238],"structured":[94],"unstructured":[96],"textdocuments":[97],"that":[98,111,115,262],"specify":[99],"the":[100,113,166,195,228,263],"provided":[101],"functionality.":[102],"However,":[103],"traditional":[104],"suffer":[106],"from":[107,181,227],"term-mismatch,":[108],"means":[110],"only":[112],"terms":[114],"contained":[117],"both":[119,239,249],"user":[120],"queries":[121],"descriptions":[123,183],"exploited":[125,269],"perform":[127],"retrieval.":[129],"Early":[130],"feature":[131,155],"learning":[132,156,212],"such":[134,159],"LSA":[136],"LDA":[138],"tried":[139],"solve":[141],"problem":[143],"finding":[145],"hidden":[146],"latent":[148,200,254],"features":[149,180,255],"text":[151],"documents.":[152],"Recently,":[153],"alternative":[154],"Word":[161,250],"Embeddings":[162,251],"achieved":[163],"state":[164],"art":[167],"results":[168],"for":[169,210],"discovery.":[172],"paper,":[175],"we":[176],"propose":[177],"learn":[179],"Variational":[186],"Autoencoders,":[187],"special":[189],"kind":[190],"autoencoder":[192,219],"restricts":[194],"encoded":[196],"representation":[197],"model":[199],"variables.":[201],"Autoencoders":[202],"turn":[204],"deep":[206],"neural":[207],"networks":[208],"used":[209],"unsupervised":[211],"efficient":[214],"codings.":[215],"We":[216,233],"train":[217],"our":[218],"real":[222],"17":[223],"113-service":[224],"dataset":[225],"extracted":[226],"ProgrammableWeb.com":[229],"API":[230],"repository.":[232],"measure":[234],"efficacy":[236],"Recall":[240],"Precision":[242],"metrics,":[243],"achieving":[244],"significant":[245],"gains":[246],"compared":[247],"classic":[253],"modelling":[256],"techniques.":[257],"Also,":[258],"performance-oriented":[259],"experiments":[260],"show":[261],"proposed":[264],"approach":[265],"readily":[268],"practice.":[271]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3009547989","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4}],"updated_date":"2024-11-22T03:30:55.044687","created_date":"2020-03-13"}
