{"id":"https://openalex.org/W7213633264","doi":"https://doi.org/10.1504/ijgaib.2026.10081190","title":"Measuring the Incremental Value of LLM-Enabled Prescriptive Maintenance: A Resource-Constrained Attribution Framework","display_name":"Measuring the Incremental Value of LLM-Enabled Prescriptive Maintenance: A Resource-Constrained Attribution Framework","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7213633264","doi":"https://doi.org/10.1504/ijgaib.2026.10081190"},"language":"en","primary_location":{"id":"doi:10.1504/ijgaib.2026.10081190","doi":"https://doi.org/10.1504/ijgaib.2026.10081190","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijgaib.2026.10081190","pdf_url":null,"source":{"id":"https://openalex.org/S5407052546","display_name":"International Journal of Generative Artificial Intelligence in Business","issn_l":"2977-7879","issn":["2977-7879","2977-7887"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Generative Artificial Intelligence in Business","raw_type":"journal-article"},"volume":null,"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/A5119715392","display_name":"Fatima Khadija Benzine","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fatima Khadija Benzine","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029359883","display_name":"Samia Beldjoudi","orcid":"https://orcid.org/0009-0006-7168-6785","observed_orcids":["https://orcid.org/0009-0006-7168-6785"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samia Beldjoudi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022817422","display_name":"I. Zouaghi","orcid":"https://orcid.org/0000-0002-4577-2966","observed_orcids":["https://orcid.org/0000-0002-4577-2966"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Iskander Zouaghi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5104187076","display_name":"Hassina Seridi","orcid":"https://orcid.org/0009-0009-8745-6898","observed_orcids":["https://orcid.org/0009-0009-8745-6898"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hassina Seridi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.69787168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.8241999745368958,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.8241999745368958,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.06889999657869339,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.025299999862909317,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.8410000205039978},{"id":"https://openalex.org/keywords/prescriptive-maintenance","display_name":"prescriptive maintenance","score":0.9919999837875366},{"id":"https://openalex.org/keywords/maintenance-decision-support","display_name":"maintenance decision support","score":0.4560000002384186}],"concepts":[{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4560999870300293},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4334000051021576},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3869999945163727},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.3635999858379364},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.3449000120162964},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.3407000005245209},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.29829999804496765},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2851000130176544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2583000063896179}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijgaib.2026.10081190","doi":"https://doi.org/10.1504/ijgaib.2026.10081190","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijgaib.2026.10081190","pdf_url":null,"source":{"id":"https://openalex.org/S5407052546","display_name":"International Journal of Generative Artificial Intelligence in Business","issn_l":"2977-7879","issn":["2977-7879","2977-7887"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Generative Artificial Intelligence in Business","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7202147791","https://openalex.org/W6946459997","https://openalex.org/W4417280714","https://openalex.org/W7163148612","https://openalex.org/W7130703225","https://openalex.org/W7164531064","https://openalex.org/W7165434892","https://openalex.org/W7213528343","https://openalex.org/W7163217694","https://openalex.org/W7166979030"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2026-09-20T00:00:00"}
