{"id":"https://openalex.org/W2920846245","doi":"https://doi.org/10.1109/ai4i.2018.8665685","title":"Towards Enterprise-Ready AI Deployments Minimizing the Risk of Consuming AI Models in Business Applications","display_name":"Towards Enterprise-Ready AI Deployments Minimizing the Risk of Consuming AI Models in Business Applications","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2920846245","doi":"https://doi.org/10.1109/ai4i.2018.8665685","mag":"2920846245"},"language":"en","primary_location":{"id":"doi:10.1109/ai4i.2018.8665685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ai4i.2018.8665685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 First International Conference on Artificial Intelligence for Industries (AI4I)","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/A5055833498","display_name":"Vinod Muthusamy","orcid":"https://orcid.org/0000-0003-0614-2563"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vinod Muthusamy","raw_affiliation_strings":["IBM Research AI"],"affiliations":[{"raw_affiliation_string":"IBM Research AI","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011641010","display_name":"Aleksander Slominski","orcid":"https://orcid.org/0000-0001-6460-8435"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aleksander Slominski","raw_affiliation_strings":["IBM T.J. Watson Research Center"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086706670","display_name":"Vatche Ishakian","orcid":null},"institutions":[{"id":"https://openalex.org/I139924743","display_name":"Bentley University","ror":"https://ror.org/01px48m89","country_code":"US","type":"education","lineage":["https://openalex.org/I139924743"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vatche Ishakian","raw_affiliation_strings":["Bentley University"],"affiliations":[{"raw_affiliation_string":"Bentley University","institution_ids":["https://openalex.org/I139924743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055833498"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1745,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.95291909,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"108","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9666000008583069,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9666000008583069,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.926800012588501,"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/T10763","display_name":"Digital Transformation in Industry","score":0.92330002784729,"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/computer-science","display_name":"Computer science","score":0.6933464407920837},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.5195034742355347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47795724868774414},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.47545644640922546},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.4688383638858795},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.18868300318717957},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07171642780303955}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6933464407920837},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.5195034742355347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47795724868774414},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.47545644640922546},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.4688383638858795},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.18868300318717957},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07171642780303955},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ai4i.2018.8665685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ai4i.2018.8665685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 First International Conference on Artificial Intelligence for Industries (AI4I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W387672264","https://openalex.org/W2796095619","https://openalex.org/W2963988417"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W4387504752"],"abstract_inverted_index":{"The":[0],"stochastic":[1],"nature":[2],"of":[3,35],"artificial":[4],"intelligence":[5],"(AI)":[6],"models":[7,16,38],"introduces":[8],"risk":[9],"to":[10,25,29,45],"business":[11],"applications":[12],"that":[13],"use":[14,26],"AI":[15,27,37],"without":[17],"careful":[18],"consideration.":[19],"This":[20],"paper":[21],"offers":[22],"an":[23],"approach":[24],"techniques":[28],"gain":[30],"insights":[31],"on":[32],"the":[33,36],"usage":[34],"and":[39],"control":[40],"how":[41],"they":[42],"are":[43],"deployed":[44],"a":[46],"production":[47],"application.":[48]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}