{"id":"https://openalex.org/W4408254300","doi":"https://doi.org/10.1109/mic.2025.3548143","title":"User Feedback-Driven Generative Models-Based Methodology for Service Construction","display_name":"User Feedback-Driven Generative Models-Based Methodology for Service Construction","publication_year":2025,"publication_date":"2025-03-01","ids":{"openalex":"https://openalex.org/W4408254300","doi":"https://doi.org/10.1109/mic.2025.3548143"},"language":"en","primary_location":{"id":"doi:10.1109/mic.2025.3548143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mic.2025.3548143","pdf_url":null,"source":{"id":"https://openalex.org/S205899252","display_name":"IEEE Internet Computing","issn_l":"1089-7801","issn":["1089-7801","1941-0131"],"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 Internet Computing","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/A5102957384","display_name":"Guodong Fan","orcid":"https://orcid.org/0000-0003-2031-0615"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guodong Fan","raw_affiliation_strings":["Shandong Agriculture and Engineering University, Zibo, China","School of Information Science and Engineering, Shandong Agriculture And Engineering University, Zibo, China"],"affiliations":[{"raw_affiliation_string":"Shandong Agriculture and Engineering University, Zibo, China","institution_ids":["https://openalex.org/I119203015"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Agriculture And Engineering University, Zibo, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012932387","display_name":"Shizhan Chen","orcid":"https://orcid.org/0000-0002-4430-4765"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shizhan Chen","raw_affiliation_strings":["Shandong Agriculture and Engineering University, Zibo, China","College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Shandong Agriculture and Engineering University, Zibo, China","institution_ids":["https://openalex.org/I119203015"]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062879063","display_name":"Lu Zhang","orcid":"https://orcid.org/0000-0002-5251-8237"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Zhang","raw_affiliation_strings":["Tianjin University, Tianjin, China","College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102957384"],"corresponding_institution_ids":["https://openalex.org/I119203015"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05633276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"2","first_page":"50","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11114","display_name":"Service and Product Innovation","score":0.7290999889373779,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11114","display_name":"Service and Product Innovation","score":0.7290999889373779,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.7139000296592712,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.6965000033378601,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799187421798706},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5880690217018127},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47079339623451233},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.46675968170166016},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4626195728778839},{"id":"https://openalex.org/keywords/generative-design","display_name":"Generative Design","score":0.46136847138404846},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3621622920036316},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.32330793142318726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2786446213722229},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11222660541534424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799187421798706},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5880690217018127},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47079339623451233},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.46675968170166016},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4626195728778839},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.46136847138404846},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3621622920036316},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32330793142318726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2786446213722229},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11222660541534424},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mic.2025.3548143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mic.2025.3548143","pdf_url":null,"source":{"id":"https://openalex.org/S205899252","display_name":"IEEE Internet Computing","issn_l":"1089-7801","issn":["1089-7801","1941-0131"],"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 Internet Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2414540803","https://openalex.org/W2605350416","https://openalex.org/W2620946595","https://openalex.org/W3094393752","https://openalex.org/W3098605233","https://openalex.org/W3101622575","https://openalex.org/W3162529462","https://openalex.org/W3186351316","https://openalex.org/W3198685994","https://openalex.org/W3201342367","https://openalex.org/W4221166942","https://openalex.org/W4316013409","https://openalex.org/W4378550189","https://openalex.org/W4388240300","https://openalex.org/W4388483492","https://openalex.org/W4390975090","https://openalex.org/W4397032804","https://openalex.org/W4411522868"],"related_works":["https://openalex.org/W4301024388","https://openalex.org/W775311126","https://openalex.org/W4300030714","https://openalex.org/W4391334978","https://openalex.org/W1517876498","https://openalex.org/W4365211920","https://openalex.org/W3021262926","https://openalex.org/W4317695495","https://openalex.org/W4388137171","https://openalex.org/W1967909251"],"abstract_inverted_index":{"Software":[0],"services":[1,32,55,80],"are":[2],"dynamic":[3],"and":[4,28,50,78,90,112],"can":[5],"be":[6],"composed":[7],"or":[8],"mashed":[9],"up":[10],"to":[11,69,93],"create":[12],"applications,":[13],"with":[14],"user":[15,76],"feedback":[16],"driving":[17],"continuous":[18],"optimization.":[19],"In":[20],"data-driven":[21],"intelligent":[22],"software":[23,66],"development,":[24],"supporting":[25],"the":[26,51,88,101],"composition":[27,111],"optimization":[29],"of":[30,54],"these":[31,107],"based":[33],"on":[34],"user\u2013developer":[35],"interaction":[36],"data":[37],"is":[38,84],"a":[39,62],"key":[40],"challenge.":[41],"Issues":[42],"such":[43],"as":[44],"inaccurate":[45],"service":[46,67,89,102,110],"recommendations,":[47],"unstructured":[48],"feedback,":[49,77],"ongoing":[52],"evolution":[53],"complicate":[56],"this":[57],"process.":[58],"This":[59],"article":[60],"proposes":[61],"solution":[63],"that":[64],"leverages":[65],"recommendations":[68],"construct":[70],"mashups,":[71],"extracts":[72],"valuable":[73],"insights":[74],"from":[75],"optimizes":[79],"in":[81],"response.":[82],"Optimization":[83],"addressed":[85],"at":[86],"both":[87],"code":[91],"levels":[92],"alleviate":[94],"developer":[95],"workload.":[96],"A":[97],"case":[98],"study":[99],"demonstrates":[100],"construction":[103],"process,":[104],"illustrating":[105],"how":[106],"methods":[108],"improve":[109],"performance.":[113]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
