{"id":"https://openalex.org/W4385484867","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191898","title":"MaD: A Dataset for Interview-based BPM in Business Process Management","display_name":"MaD: A Dataset for Interview-based BPM in Business Process Management","publication_year":2023,"publication_date":"2023-06-18","ids":{"openalex":"https://openalex.org/W4385484867","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191898"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn54540.2023.10191898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn54540.2023.10191898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","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/A5050038192","display_name":"Xiaoxuan Li","orcid":"https://orcid.org/0009-0005-5929-8248"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Xiaoxuan Li","raw_affiliation_strings":["School of Computer Science Uxtrata Limited; The University of Auckland,Auckland,New Zealand","School of Computer Science Uxtrata Limited"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science Uxtrata Limited; The University of Auckland,Auckland,New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"School of Computer Science Uxtrata Limited","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070404711","display_name":"Lin Ni","orcid":"https://orcid.org/0000-0001-6118-6724"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Lin Ni","raw_affiliation_strings":["School of Computer Science, The University of Auckland,Auckland,New Zealand","School of Computer Science, The University of Auckland, Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Auckland,Auckland,New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"School of Computer Science, The University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022727276","display_name":"Renee Li","orcid":null},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Renee Li","raw_affiliation_strings":["School of Computer Science, The University of Auckland,Auckland,New Zealand","School of Computer Science, The University of Auckland, Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Auckland,Auckland,New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"School of Computer Science, The University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083914998","display_name":"Jiamou Liu","orcid":"https://orcid.org/0000-0002-0824-0899"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Jiamou Liu","raw_affiliation_strings":["School of Computer Science, The University of Auckland,Auckland,New Zealand","School of Computer Science, The University of Auckland, Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Auckland,Auckland,New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"School of Computer Science, The University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101956035","display_name":"Mengxiao Zhang","orcid":"https://orcid.org/0000-0002-6274-0384"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengxiao Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5011,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85218854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9995999932289124,"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":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9814000129699707,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9563999772071838,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7278314828872681},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.6569235324859619},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.6506038308143616},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.6429954767227173},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.5807419419288635},{"id":"https://openalex.org/keywords/milestone","display_name":"Milestone","score":0.5718079209327698},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5461311936378479},{"id":"https://openalex.org/keywords/business-process-model-and-notation","display_name":"Business Process Model and Notation","score":0.496086448431015},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.485881507396698},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4660784900188446},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43661078810691833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4265798330307007},{"id":"https://openalex.org/keywords/business-rule","display_name":"Business rule","score":0.4236210286617279},{"id":"https://openalex.org/keywords/business-domain","display_name":"Business domain","score":0.42359796166419983},{"id":"https://openalex.org/keywords/artifact-centric-business-process-model","display_name":"Artifact-centric business process model","score":0.41223758459091187},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3987720012664795},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34144675731658936},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.1555604338645935},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14247268438339233},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10644930601119995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7278314828872681},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.6569235324859619},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.6506038308143616},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.6429954767227173},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5807419419288635},{"id":"https://openalex.org/C120060458","wikidata":"https://www.wikidata.org/wiki/Q10145","display_name":"Milestone","level":2,"score":0.5718079209327698},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5461311936378479},{"id":"https://openalex.org/C179299601","wikidata":"https://www.wikidata.org/wiki/Q1017605","display_name":"Business Process Model and Notation","level":5,"score":0.496086448431015},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.485881507396698},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4660784900188446},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43661078810691833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4265798330307007},{"id":"https://openalex.org/C11066294","wikidata":"https://www.wikidata.org/wiki/Q1518244","display_name":"Business rule","level":4,"score":0.4236210286617279},{"id":"https://openalex.org/C193669473","wikidata":"https://www.wikidata.org/wiki/Q5001867","display_name":"Business domain","level":5,"score":0.42359796166419983},{"id":"https://openalex.org/C162754035","wikidata":"https://www.wikidata.org/wiki/Q17006331","display_name":"Artifact-centric business process model","level":5,"score":0.41223758459091187},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3987720012664795},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34144675731658936},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.1555604338645935},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14247268438339233},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10644930601119995},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn54540.2023.10191898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn54540.2023.10191898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W175030052","https://openalex.org/W1508436075","https://openalex.org/W1579770406","https://openalex.org/W1987127298","https://openalex.org/W1995020124","https://openalex.org/W2101105183","https://openalex.org/W2106345431","https://openalex.org/W2152216308","https://openalex.org/W2154652894","https://openalex.org/W2159573465","https://openalex.org/W2159904898","https://openalex.org/W2745975416","https://openalex.org/W2752131129","https://openalex.org/W2756655895","https://openalex.org/W2757587138","https://openalex.org/W2896457183","https://openalex.org/W2911409138","https://openalex.org/W2936695845","https://openalex.org/W2963456134","https://openalex.org/W2965373594","https://openalex.org/W2970463581","https://openalex.org/W2996264288","https://openalex.org/W3034999214","https://openalex.org/W3085412222","https://openalex.org/W3089448520","https://openalex.org/W3094382075","https://openalex.org/W3117899105","https://openalex.org/W3122487960","https://openalex.org/W4214880424","https://openalex.org/W4226004756","https://openalex.org/W4247201024","https://openalex.org/W4288089799","https://openalex.org/W6607045664","https://openalex.org/W6682345020","https://openalex.org/W6682631176","https://openalex.org/W6684665282","https://openalex.org/W6739901393","https://openalex.org/W6755207826","https://openalex.org/W6761205521","https://openalex.org/W6810532179"],"related_works":["https://openalex.org/W93556318","https://openalex.org/W142537396","https://openalex.org/W2156946939","https://openalex.org/W4300427051","https://openalex.org/W2048424351","https://openalex.org/W2097616329","https://openalex.org/W4312816458","https://openalex.org/W2479849232","https://openalex.org/W2101741928","https://openalex.org/W2782592734"],"abstract_inverted_index":{"Business":[0,99],"process":[1,12,66,82,93],"management":[2,94],"focuses":[3],"on":[4],"the":[5,22,25,80,87,91,98,122,131,134,142],"automatic":[6,123],"discovery":[7,68],"and":[8,42,49,102,112,148,158],"optimisation":[9],"of":[10,18,27,115,133,146],"business":[11,19,65,81,92,110],"models":[13,38,89],"for":[14,90,150],"a":[15,51,60,113],"wide":[16],"range":[17],"scenarios.":[20],"At":[21],"same":[23],"time,":[24],"development":[26],"natural":[28,72],"language":[29,37,73,88],"processing":[30],"(NLP),":[31],"in":[32,53],"particular":[33],"some":[34],"large-scale":[35],"pre-trained":[36],"such":[39],"as":[40,124,126],"BERT":[41],"GPT,":[43],"has":[44],"recently":[45],"achieved":[46],"great":[47],"success":[48],"become":[50],"milestone":[52],"many":[54],"practical":[55],"fields.":[56],"We":[57],"thus":[58],"propose":[59],"new":[61],"paradigm":[62],"to":[63,79,129,156],"automate":[64],"model":[67],"directly":[69],"from":[70],"interview-based":[71],"documents":[74],"by":[75],"applying":[76],"NLP":[77],"technologies":[78],"modeling":[83],"area.":[84],"To":[85],"train":[86],"domain,":[95],"we":[96,120],"create":[97],"Process":[100],"Model":[101],"Textual":[103],"Description":[104],"(MaD)":[105],"dataset,":[106],"which":[107],"contains":[108],"15":[109],"categories":[111],"total":[114],"30,000":[116],"BPM-description":[117],"pairs.":[118],"Furthermore,":[119],"define":[121],"well":[125],"human-involved":[127],"metrics":[128],"evaluate":[130],"quality":[132],"MaD":[135],"dataset.":[136],"The":[137,160],"experiment":[138],"results":[139],"show":[140],"that":[141],"generated":[143],"dataset":[144,161],"is":[145,162],"high-quality,":[147],"suitable":[149],"high-level":[151],"people":[152],"with":[153],"professional":[154],"skills":[155],"read":[157],"understand.":[159],"available":[163],"online":[164],"<sup":[165,168],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[166,169],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[167,170],"https://drive.google.com/drive/u/0/folders/1n0K9BmiDsXYCqB796MVebYBgWX2ruZpW.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
