{"id":"https://openalex.org/W4393034354","doi":"https://doi.org/10.1109/mic.2024.3377170","title":"Common Metadata Framework: Integrated Framework for Trustworthy Artificial Intelligence Pipelines","display_name":"Common Metadata Framework: Integrated Framework for Trustworthy Artificial Intelligence Pipelines","publication_year":2024,"publication_date":"2024-03-21","ids":{"openalex":"https://openalex.org/W4393034354","doi":"https://doi.org/10.1109/mic.2024.3377170"},"language":"en","primary_location":{"id":"doi:10.1109/mic.2024.3377170","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mic.2024.3377170","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/A5056133417","display_name":"Annmary Justine Koomthanam","orcid":"https://orcid.org/0009-0002-8282-6190"},"institutions":[{"id":"https://openalex.org/I4210122178","display_name":"Hewlett Packard Enterprise (United States)","ror":"https://ror.org/020x0c621","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Annmary Justine Koomthanam","raw_affiliation_strings":["Hewlett Packard Enterprise Labs, San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0009-0002-8282-6190","affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise Labs, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210122178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044171088","display_name":"Aalap Tripathy","orcid":"https://orcid.org/0000-0002-9046-6298"},"institutions":[{"id":"https://openalex.org/I4210122178","display_name":"Hewlett Packard Enterprise (United States)","ror":"https://ror.org/020x0c621","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aalap Tripathy","raw_affiliation_strings":["Hewlett Packard Enterprise Labs, San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9046-6298","affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise Labs, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210122178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029590134","display_name":"Sergey Serebryakov","orcid":"https://orcid.org/0000-0001-6963-9337"},"institutions":[{"id":"https://openalex.org/I4210122178","display_name":"Hewlett Packard Enterprise (United States)","ror":"https://ror.org/020x0c621","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sergey Serebryakov","raw_affiliation_strings":["Hewlett Packard Enterprise Labs, San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6963-9337","affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise Labs, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210122178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010169781","display_name":"Gyanaranjan Nayak","orcid":"https://orcid.org/0009-0003-9030-1615"},"institutions":[{"id":"https://openalex.org/I4210117576","display_name":"Hewlett-Packard (India)","ror":"https://ror.org/02ffkja82","country_code":"IN","type":"company","lineage":["https://openalex.org/I1324840837","https://openalex.org/I4210117576"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gyanaranjan Nayak","raw_affiliation_strings":["Hewlett Packard Enterprise (HPE) Labs, Bangalore, India"],"raw_orcid":"https://orcid.org/0009-0003-9030-1615","affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise (HPE) Labs, Bangalore, India","institution_ids":["https://openalex.org/I4210117576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071889037","display_name":"Martin Folt\u00edn","orcid":"https://orcid.org/0000-0002-3386-0272"},"institutions":[{"id":"https://openalex.org/I4210122178","display_name":"Hewlett Packard Enterprise (United States)","ror":"https://ror.org/020x0c621","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Foltin","raw_affiliation_strings":["Hewlett Packard Enterprise Labs, San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3386-0272","affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise Labs, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210122178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105513963","display_name":"Suparna Bhattacharya","orcid":"https://orcid.org/0000-0001-9541-4027"},"institutions":[{"id":"https://openalex.org/I4210117576","display_name":"Hewlett-Packard (India)","ror":"https://ror.org/02ffkja82","country_code":"IN","type":"company","lineage":["https://openalex.org/I1324840837","https://openalex.org/I4210117576"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suparna Bhattacharya","raw_affiliation_strings":["Hewlett Packard Enterprise (HPE) Labs, Bangalore, India"],"raw_orcid":"https://orcid.org/0000-0001-9541-4027","affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise (HPE) Labs, Bangalore, India","institution_ids":["https://openalex.org/I4210117576"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5006,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90136275,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"28","issue":"3","first_page":"37","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.989799976348877,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.989799976348877,"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"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9812999963760376,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9715999960899353,"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/metadata","display_name":"Metadata","score":0.820938766002655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7721768617630005},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.6714572906494141},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5047463178634644},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.43918588757514954},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37259548902511597},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3208200931549072},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2375771403312683},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10694137215614319}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.820938766002655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7721768617630005},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.6714572906494141},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5047463178634644},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.43918588757514954},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37259548902511597},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3208200931549072},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2375771403312683},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10694137215614319},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mic.2024.3377170","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mic.2024.3377170","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2743948853","https://openalex.org/W3000668449","https://openalex.org/W4316923797","https://openalex.org/W4320713275"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2104269053","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W2010935248"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"present":[4],"the":[5,59,92,95,101],"capabilities":[6],"of":[7,26,52,100,114,123],"Common":[8],"Metadata":[9],"Framework":[10],"(CMF)":[11],"to":[12,107],"enable":[13],"trustworthy":[14,79],"AI.":[15],"CMF":[16,90],"is":[17],"a":[18,41,111],"decentralized":[19],"framework":[20,39],"for":[21,45],"tracking":[22],"metadata":[23,108],"and":[24,28,63,65,74,87,97,121],"lineages":[25],"datasets":[27],"machine":[29],"learning":[30],"(ML)":[31],"models":[32],"in":[33,78],"artificial":[34],"intelligence":[35],"(AI)":[36],"pipelines.":[37,125],"The":[38],"provides":[40,69],"few":[42],"unique":[43],"features":[44],"ML":[46,115],"practitioners,":[47],"such":[48],"as":[49],"effortless":[50],"management":[51,120],"distributed":[53],"AI":[54,102,124],"pipelines":[55],"that":[56],"span":[57],"across":[58],"edge,":[60],"high-performance":[61],"systems,":[62],"public":[64],"private":[66],"clouds.":[67],"It":[68,81],"an":[70],"unbreakable":[71],"audit":[72],"trail":[73],"model":[75],"provenance,":[76],"resulting":[77],"models.":[80],"ensures":[82],"reproducibility":[83],"by":[84],"versioning":[85],"artifacts":[86],"source":[88],"code.":[89],"bridges":[91],"gap":[93],"between":[94],"pipeline-centric":[96],"model-centric":[98],"views":[99],"metadata.":[103],"This":[104],"end-to-end":[105],"approach":[106],"logging":[109],"unlocks":[110],"comprehensive":[112],"understanding":[113],"workflows,":[116],"enabling":[117],"more":[118],"efficient":[119],"optimization":[122]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2024-03-22T00:00:00"}
