{"id":"https://openalex.org/W2951240690","doi":"https://doi.org/10.1109/tkde.2019.2922183","title":"Scientific Workflow Protocol Discovery from Public Event Logs in Clouds","display_name":"Scientific Workflow Protocol Discovery from Public Event Logs in Clouds","publication_year":2019,"publication_date":"2019-06-11","ids":{"openalex":"https://openalex.org/W2951240690","doi":"https://doi.org/10.1109/tkde.2019.2922183","mag":"2951240690"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2019.2922183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2019.2922183","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-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/A5071056788","display_name":"Wei Song","orcid":"https://orcid.org/0000-0002-4324-3382"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Song","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4324-3382","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072791865","display_name":"Hans\u2010Arno Jacobsen","orcid":"https://orcid.org/0000-0003-0813-0101"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["CA","DE"],"is_corresponding":false,"raw_author_name":"Hans-Arno Jacobsen","raw_affiliation_strings":["Middleware Systems Research Group, Technische Universit\u00e4t M\u00fcnchen, Garching, Germany","University of Toronto, Toronto, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0813-0101","affiliations":[{"raw_affiliation_string":"Middleware Systems Research Group, Technische Universit\u00e4t M\u00fcnchen, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102262806","display_name":"Fangfei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangfei Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.6796,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86229006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"32","issue":"12","first_page":"2453","last_page":"2466"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9962999820709229,"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/workflow","display_name":"Workflow","score":0.9088524580001831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8199217915534973},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6373586058616638},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5908206701278687},{"id":"https://openalex.org/keywords/workflow-engine","display_name":"Workflow engine","score":0.5525760054588318},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.5014848709106445},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48848092555999756},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4846952259540558},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4191702902317047},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30607762932777405},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.26356983184814453}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.9088524580001831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8199217915534973},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6373586058616638},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5908206701278687},{"id":"https://openalex.org/C188220564","wikidata":"https://www.wikidata.org/wiki/Q3325097","display_name":"Workflow engine","level":3,"score":0.5525760054588318},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.5014848709106445},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48848092555999756},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4846952259540558},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4191702902317047},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30607762932777405},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.26356983184814453},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"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/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2019.2922183","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2019.2922183","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G2132647530","display_name":null,"funder_award_id":"61761136003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2637306489","display_name":null,"funder_award_id":"JA 2441/2-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3511259837","display_name":null,"funder_award_id":"5090551","funder_id":"https://openalex.org/F4320308269","funder_display_name":"Alexander von Humboldt-Stiftung"},{"id":"https://openalex.org/G8345355309","display_name":null,"funder_award_id":"BK20171427","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"},{"id":"https://openalex.org/F4320313825","display_name":"Abu Dhabi Education Council","ror":"https://ror.org/02x5wtf56"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W65541227","https://openalex.org/W194241632","https://openalex.org/W1490658580","https://openalex.org/W1497007062","https://openalex.org/W1565011018","https://openalex.org/W1575913973","https://openalex.org/W1990864191","https://openalex.org/W1999574034","https://openalex.org/W2001207032","https://openalex.org/W2003906223","https://openalex.org/W2011544632","https://openalex.org/W2020220603","https://openalex.org/W2031194666","https://openalex.org/W2033692636","https://openalex.org/W2047547708","https://openalex.org/W2057339615","https://openalex.org/W2063510879","https://openalex.org/W2079246930","https://openalex.org/W2084864929","https://openalex.org/W2087103691","https://openalex.org/W2089188398","https://openalex.org/W2094132988","https://openalex.org/W2098250644","https://openalex.org/W2100175929","https://openalex.org/W2100615639","https://openalex.org/W2102805256","https://openalex.org/W2102863299","https://openalex.org/W2105250349","https://openalex.org/W2106556581","https://openalex.org/W2107915643","https://openalex.org/W2110920860","https://openalex.org/W2111207692","https://openalex.org/W2115937275","https://openalex.org/W2128398588","https://openalex.org/W2134839139","https://openalex.org/W2135171231","https://openalex.org/W2139116371","https://openalex.org/W2143543488","https://openalex.org/W2150356196","https://openalex.org/W2157327038","https://openalex.org/W2160482631","https://openalex.org/W2170917993","https://openalex.org/W2178686891","https://openalex.org/W2293228135","https://openalex.org/W2325909981","https://openalex.org/W2329646465","https://openalex.org/W2330628472","https://openalex.org/W2508985460","https://openalex.org/W2515263588","https://openalex.org/W2530196882","https://openalex.org/W2608436687","https://openalex.org/W2890673770","https://openalex.org/W2963499318","https://openalex.org/W4206031975","https://openalex.org/W4230145224","https://openalex.org/W4235442782","https://openalex.org/W6629677911","https://openalex.org/W6697036986"],"related_works":["https://openalex.org/W1998651692","https://openalex.org/W2356466503","https://openalex.org/W2370201914","https://openalex.org/W2368797771","https://openalex.org/W2352774566","https://openalex.org/W2049143847","https://openalex.org/W2387628393","https://openalex.org/W2376671203","https://openalex.org/W2054854316","https://openalex.org/W2356038787"],"abstract_inverted_index":{"With":[0],"the":[1,31,51,80,84,139,146,151,159,165],"advancement":[2],"of":[3,34,119,135],"cloud":[4],"computing,":[5],"many":[6],"challenging":[7],"scientific":[8,14,70,121],"problems":[9],"can":[10,67,168],"be":[11,169],"solved":[12],"using":[13],"workflow":[15,29,32,40,52,63,71,148],"technology":[16],"which":[17,66],"integrates":[18],"geo-distributed":[19],"instruments,":[20],"applications,":[21],"and":[22,26,46,110,142,163],"big":[23],"data":[24],"effectively":[25],"efficiently.":[27],"For":[28],"collaboration,":[30],"protocols":[33,41,72],"all":[35],"participants":[36],"are":[37,42,47],"needed.":[38],"However,":[39],"not":[43],"always":[44],"available":[45],"often":[48],"outdated":[49],"as":[50,106,155],"evolve":[53],"frequently.":[54],"To":[55],"address":[56],"this":[57],"problem,":[58],"we":[59],"propose":[60],"a":[61,107,131],"novel":[62],"discovery":[64],"approach":[65,92,105,129,144],"extract":[68],"up-to-date":[69],"from":[73,150,158],"public":[74,152],"event":[75,86,117,136,153,161],"logs":[76,87,118,137],"in":[77],"clouds,":[78],"without":[79],"need":[81],"to":[82,99],"access":[83],"full-fledged":[85],"involving":[88],"private":[89,166],"events.":[90],"Our":[91],"leverages":[93],"transitive":[94],"precedence":[95],"relations":[96],"between":[97],"events":[98,167],"achieve":[100],"this.":[101],"We":[102],"implement":[103],"our":[104,128,143],"ProM":[108],"plug-in,":[109],"evaluate":[111],"it":[112],"through":[113],"extensive":[114],"experiments":[115],"on":[116],"real-world":[120],"workflows.":[122],"The":[123],"experimental":[124],"results":[125],"demonstrate":[126],"that":[127,156],"requires":[130],"weaker":[132],"completeness":[133],"notion":[134],"than":[138],"state-of-the-art":[140],"do,":[141],"derives":[145],"same":[147],"protocol":[149],"log":[154],"discovered":[157],"original":[160],"log,":[162],"thus":[164],"protected.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}