{"id":"https://openalex.org/W3212990758","doi":"https://doi.org/10.1109/iecon48115.2021.9589564","title":"Non-Functional Requirements Elicitation Based on Domain Knowledge Graph for Automatic Code Generation of Industrial Cyber-Physical Systems","display_name":"Non-Functional Requirements Elicitation Based on Domain Knowledge Graph for Automatic Code Generation of Industrial Cyber-Physical Systems","publication_year":2021,"publication_date":"2021-10-13","ids":{"openalex":"https://openalex.org/W3212990758","doi":"https://doi.org/10.1109/iecon48115.2021.9589564","mag":"3212990758"},"language":"en","primary_location":{"id":"doi:10.1109/iecon48115.2021.9589564","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon48115.2021.9589564","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2021 \u2013 47th Annual Conference of the IEEE Industrial Electronics Society","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/A5078765886","display_name":"Yingyue Zhang","orcid":"https://orcid.org/0000-0002-2056-2946"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingyue Zhang","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079460226","display_name":"Jiale Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiale Kang","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035337842","display_name":"Wenbin Dai","orcid":"https://orcid.org/0000-0001-5113-3952"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Dai","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078765886"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.9854,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89362098,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9994999766349792,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9994999766349792,"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/T10260","display_name":"Software Engineering Research","score":0.9987999796867371,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9915000200271606,"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":0.7530580759048462},{"id":"https://openalex.org/keywords/requirements-elicitation","display_name":"Requirements elicitation","score":0.606778621673584},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5709885954856873},{"id":"https://openalex.org/keywords/non-functional-requirement","display_name":"Non-functional requirement","score":0.5111992955207825},{"id":"https://openalex.org/keywords/functional-requirement","display_name":"Functional requirement","score":0.5010111331939697},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49208134412765503},{"id":"https://openalex.org/keywords/domain-engineering","display_name":"Domain engineering","score":0.4911949336528778},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.46280401945114136},{"id":"https://openalex.org/keywords/domain-analysis","display_name":"Domain analysis","score":0.4309011697769165},{"id":"https://openalex.org/keywords/requirements-analysis","display_name":"Requirements analysis","score":0.4065345525741577},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3498283326625824},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.34047257900238037},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3309983015060425},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19360032677650452},{"id":"https://openalex.org/keywords/component-based-software-engineering","display_name":"Component-based software engineering","score":0.17106860876083374},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.17102426290512085}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7530580759048462},{"id":"https://openalex.org/C45384764","wikidata":"https://www.wikidata.org/wiki/Q838667","display_name":"Requirements elicitation","level":4,"score":0.606778621673584},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5709885954856873},{"id":"https://openalex.org/C199747065","wikidata":"https://www.wikidata.org/wiki/Q3254666","display_name":"Non-functional requirement","level":5,"score":0.5111992955207825},{"id":"https://openalex.org/C62235348","wikidata":"https://www.wikidata.org/wiki/Q3264234","display_name":"Functional requirement","level":2,"score":0.5010111331939697},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49208134412765503},{"id":"https://openalex.org/C5977032","wikidata":"https://www.wikidata.org/wiki/Q5289815","display_name":"Domain engineering","level":5,"score":0.4911949336528778},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.46280401945114136},{"id":"https://openalex.org/C15708719","wikidata":"https://www.wikidata.org/wiki/Q2271801","display_name":"Domain analysis","level":5,"score":0.4309011697769165},{"id":"https://openalex.org/C59488412","wikidata":"https://www.wikidata.org/wiki/Q187147","display_name":"Requirements analysis","level":3,"score":0.4065345525741577},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3498283326625824},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.34047257900238037},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3309983015060425},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19360032677650452},{"id":"https://openalex.org/C174683762","wikidata":"https://www.wikidata.org/wiki/Q609588","display_name":"Component-based software engineering","level":4,"score":0.17106860876083374},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.17102426290512085},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon48115.2021.9589564","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon48115.2021.9589564","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2021 \u2013 47th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1966195861","https://openalex.org/W2025589484","https://openalex.org/W2070665593","https://openalex.org/W2124405605","https://openalex.org/W2134934846","https://openalex.org/W2160616386","https://openalex.org/W2251404238","https://openalex.org/W2309065744","https://openalex.org/W2594681010","https://openalex.org/W2604643118","https://openalex.org/W2622918375","https://openalex.org/W2758253540","https://openalex.org/W2784184908","https://openalex.org/W2794628830","https://openalex.org/W2945623882","https://openalex.org/W2979641802","https://openalex.org/W3135007813","https://openalex.org/W4248019030","https://openalex.org/W4253942809","https://openalex.org/W6736510910","https://openalex.org/W6738772610","https://openalex.org/W6749397737"],"related_works":["https://openalex.org/W3214821522","https://openalex.org/W4291197340","https://openalex.org/W4207008379","https://openalex.org/W2884289192","https://openalex.org/W2953993137","https://openalex.org/W1995397752","https://openalex.org/W1542639271","https://openalex.org/W2243653617","https://openalex.org/W1980019406","https://openalex.org/W2783895488"],"abstract_inverted_index":{"As":[0],"an":[1,153],"important":[2],"part":[3],"of":[4,22,40,57,146],"Industry":[5],"4.0,":[6],"industrial":[7],"software":[8,41,64],"development":[9,42,65],"must":[10],"be":[11,45,99],"highly":[12],"flexible":[13],"and":[14,24,55,75,84,107],"reconfigurable":[15],"to":[16,48,80,102,131,135,142],"deal":[17],"with":[18],"a":[19,70,137],"large":[20],"number":[21],"requirements":[23,58,73,86,91,141],"random":[25],"failures":[26],"during":[27],"the":[28,37,49,53,63,96,103,117,132,147],"manufacturing":[29],"process.":[30,66],"Requirements":[31],"understanding":[32,56],"errors":[33],"that":[34],"occur":[35],"in":[36,62,95],"early":[38],"stages":[39],"often":[43],"cannot":[44],"discovered":[46],"prior":[47],"testing":[50],"phase.":[51],"Therefore,":[52],"analysis":[54,76],"are":[59,78,93,127],"particularly":[60],"crucial":[61],"In":[67],"this":[68],"paper,":[69],"knowledge-driven":[71],"functional-oriented":[72],"elicitation":[74,118],"method":[77,149],"proposed":[79,148],"extract":[81],"both":[82],"functional":[83],"non-functional":[85],"from":[87,121,140],"design":[88],"documents.":[89],"Nonfunctional":[90],"which":[92],"implicit":[94],"documents":[97],"will":[98],"elicited":[100],"according":[101,130],"domain":[104,111],"knowledge":[105,125],"graphs":[106,126],"predefined":[108],"rules.":[109],"A":[110],"glossary":[112],"is":[113,150],"also":[114],"constructed":[115],"for":[116],"process,":[119],"especially":[120],"unstructured":[122],"sources.":[123],"Domain":[124],"modified":[128],"periodically":[129],"feedback":[133],"information":[134],"form":[136],"closed":[138],"loop":[139],"code.":[143],"The":[144],"feasibility":[145],"demonstrated":[151],"under":[152],"automobile":[154],"welding":[155],"line.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
