{"id":"https://openalex.org/W7128689851","doi":"https://doi.org/10.1080/17517575.2026.2629561","title":"Deployment of artificial intelligence in small and medium-sized enterprises: a rapid deployment framework for artificial intelligence models based on Model-as-a-Service pattern","display_name":"Deployment of artificial intelligence in small and medium-sized enterprises: a rapid deployment framework for artificial intelligence models based on Model-as-a-Service pattern","publication_year":2026,"publication_date":"2026-02-12","ids":{"openalex":"https://openalex.org/W7128689851","doi":"https://doi.org/10.1080/17517575.2026.2629561"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2026.2629561","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2026.2629561","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","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/A5125769691","display_name":"Xianhui Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xianhui Liu","raw_affiliation_strings":["Tongji University"],"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Junlong Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junlong Zhao","raw_affiliation_strings":["Tongji University"],"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125742636","display_name":"Chenlin Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166451","display_name":"Cosmos Corporation (United States)","ror":"https://ror.org/05qjgkw66","country_code":"US","type":"company","lineage":["https://openalex.org/I4210166451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenlin Zhu","raw_affiliation_strings":["COSMOPlat Institute of Industrial Intelligence"],"affiliations":[{"raw_affiliation_string":"COSMOPlat Institute of Industrial Intelligence","institution_ids":["https://openalex.org/I4210166451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039150762","display_name":"D M Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deshui Yu","raw_affiliation_strings":["Tongji University"],"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016584164","display_name":"Weidong Zhao","orcid":"https://orcid.org/0000-0003-4144-7303"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Zhao","raw_affiliation_strings":["Tongji University"],"affiliations":[{"raw_affiliation_string":"Tongji University","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5125769691"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2888109,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.15360000729560852,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.15360000729560852,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.11590000241994858,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.07370000332593918,"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/software-deployment","display_name":"Software deployment","score":0.8432999849319458},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.43050000071525574},{"id":"https://openalex.org/keywords/artificial-intelligence-situated-approach","display_name":"Artificial intelligence, situated approach","score":0.32260000705718994},{"id":"https://openalex.org/keywords/marketing-and-artificial-intelligence","display_name":"Marketing and artificial intelligence","score":0.30570000410079956},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.29420000314712524}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8432999849319458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6323000192642212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5324000120162964},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.43050000071525574},{"id":"https://openalex.org/C207453521","wikidata":"https://www.wikidata.org/wiki/Q4801079","display_name":"Artificial intelligence, situated approach","level":2,"score":0.32260000705718994},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3140000104904175},{"id":"https://openalex.org/C44464901","wikidata":"https://www.wikidata.org/wiki/Q6770893","display_name":"Marketing and artificial intelligence","level":3,"score":0.30570000410079956},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.29420000314712524},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29030001163482666},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29019999504089355},{"id":"https://openalex.org/C30112582","wikidata":"https://www.wikidata.org/wiki/Q712503","display_name":"Artificial Intelligence System","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2621999979019165}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17517575.2026.2629561","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2026.2629561","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","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":46,"referenced_works":["https://openalex.org/W2107261164","https://openalex.org/W2294859214","https://openalex.org/W2520514017","https://openalex.org/W2572504188","https://openalex.org/W2576845151","https://openalex.org/W2613597870","https://openalex.org/W2794670651","https://openalex.org/W2794835353","https://openalex.org/W2809684781","https://openalex.org/W3043037022","https://openalex.org/W3104128335","https://openalex.org/W3125572247","https://openalex.org/W3153283239","https://openalex.org/W3214262611","https://openalex.org/W4213132958","https://openalex.org/W4283805935","https://openalex.org/W4294830207","https://openalex.org/W4303648610","https://openalex.org/W4309962705","https://openalex.org/W4312221074","https://openalex.org/W4315480688","https://openalex.org/W4383065492","https://openalex.org/W4385344373","https://openalex.org/W4386098142","https://openalex.org/W4386913203","https://openalex.org/W4387419481","https://openalex.org/W4387647935","https://openalex.org/W4391054875","https://openalex.org/W4391093134","https://openalex.org/W4392089995","https://openalex.org/W4392916940","https://openalex.org/W4393187444","https://openalex.org/W4394612006","https://openalex.org/W4395041383","https://openalex.org/W4400015499","https://openalex.org/W4401872853","https://openalex.org/W4402042888","https://openalex.org/W4402159845","https://openalex.org/W4405236376","https://openalex.org/W4405504866","https://openalex.org/W4407953411","https://openalex.org/W4408469536","https://openalex.org/W4411032745","https://openalex.org/W4416332093","https://openalex.org/W4416892861","https://openalex.org/W7087593047"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2026-02-13T00:00:00"}
