{"id":"https://openalex.org/W7213324263","doi":"https://doi.org/10.1145/3829641.3829804","title":"XGBoost-Kmeans Based Full-Lifecycle Data Asset Management via DataOps in Civil Aviation","display_name":"XGBoost-Kmeans Based Full-Lifecycle Data Asset Management via DataOps in Civil Aviation","publication_year":2026,"publication_date":"2026-05-08","ids":{"openalex":"https://openalex.org/W7213324263","doi":"https://doi.org/10.1145/3829641.3829804"},"language":"en","primary_location":{"id":"doi:10.1145/3829641.3829804","doi":"https://doi.org/10.1145/3829641.3829804","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3829641.3829804","pdf_url":null,"source":{"id":"https://openalex.org/S7407097054","display_name":"International Conference on Software Engineering and Computer Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Software Engineering and Computer Applications","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3829641.3829804","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5148866033","display_name":"Guang Xu","orcid":"https://orcid.org/0009-0006-7682-9087","observed_orcids":["https://orcid.org/0009-0006-7682-9087"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guang Xu","raw_affiliation_strings":["TravelSky Technology Limited, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0006-7682-9087","affiliations":[{"raw_affiliation_string":"TravelSky Technology Limited, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148906099","display_name":"Yi Liu","orcid":"https://orcid.org/0000-0003-3411-2193","observed_orcids":["https://orcid.org/0000-0003-3411-2193"]},"institutions":[{"id":"https://openalex.org/I4210123833","display_name":"Civil Aviation Management Institute of China","ror":"https://ror.org/03eh3c696","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123833"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Liu","raw_affiliation_strings":["Big Data and Artificial Intelligence Department, Civil Aviation Management Institute of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3411-2193","affiliations":[{"raw_affiliation_string":"Big Data and Artificial Intelligence Department, Civil Aviation Management Institute of China, Beijing, China","institution_ids":["https://openalex.org/I4210123833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148859391","display_name":"Yang Li","orcid":"https://orcid.org/0009-0005-5581-3898","observed_orcids":["https://orcid.org/0009-0005-5581-3898"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Li","raw_affiliation_strings":["TravelSky Technology Limited, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-5581-3898","affiliations":[{"raw_affiliation_string":"TravelSky Technology Limited, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5151865350","display_name":"Jing Li","orcid":"https://orcid.org/0009-0003-4083-2477","observed_orcids":["https://orcid.org/0009-0003-4083-2477","https://orcid.org/0009-0003-9999-1069"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jing Li","raw_affiliation_strings":["TravelSky Technology Limited, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-9999-1069","affiliations":[{"raw_affiliation_string":"TravelSky Technology Limited, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5151803754","display_name":"Xinqiao Liu","orcid":"https://orcid.org/0009-0006-7982-5882","observed_orcids":["https://orcid.org/0009-0006-7982-5882"]},"institutions":[{"id":"https://openalex.org/I4210123833","display_name":"Civil Aviation Management Institute of China","ror":"https://ror.org/03eh3c696","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123833"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinqiao Liu","raw_affiliation_strings":["Big Data and Artificial Intelligence Department, Civil Aviation Management Institute of China, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0006-7982-5882","affiliations":[{"raw_affiliation_string":"Big Data and Artificial Intelligence Department, Civil Aviation Management Institute of China, Beijing, China","institution_ids":["https://openalex.org/I4210123833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5151862933","display_name":"Yiguo Zhao","orcid":"https://orcid.org/0009-0004-0776-7404","observed_orcids":["https://orcid.org/0009-0004-0776-7404"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yiguo Zhao","raw_affiliation_strings":["TravelSky Technology Limited, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-0776-7404","affiliations":[{"raw_affiliation_string":"TravelSky Technology Limited, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113095401","display_name":"Haixu Miao","orcid":"https://orcid.org/0009-0008-2741-455X","observed_orcids":["https://orcid.org/0009-0008-2741-455X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haixu Miao","raw_affiliation_strings":["TravelSky Technology Limited, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-2741-455X","affiliations":[{"raw_affiliation_string":"TravelSky Technology Limited, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148891995","display_name":"Xiao Li","orcid":"https://orcid.org/0009-0009-3258-4585","observed_orcids":["https://orcid.org/0009-0009-3258-4585"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao Li","raw_affiliation_strings":["TravelSky Technology Limited, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0009-3258-4585","affiliations":[{"raw_affiliation_string":"TravelSky Technology Limited, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000636890","display_name":"Tong Ding","orcid":"https://orcid.org/0000-0002-8076-3598","observed_orcids":["https://orcid.org/0000-0002-8076-3598"]},"institutions":[{"id":"https://openalex.org/I4210123833","display_name":"Civil Aviation Management Institute of China","ror":"https://ror.org/03eh3c696","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123833"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Ding","raw_affiliation_strings":["Big Data and Artificial Intelligence Department, Civil Aviation Management Institute of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8076-3598","affiliations":[{"raw_affiliation_string":"Big Data and Artificial Intelligence Department, Civil Aviation Management Institute of China, Beijing, China","institution_ids":["https://openalex.org/I4210123833"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1044","last_page":"1049"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.5708000063896179,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.5708000063896179,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.03220000118017197,"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/T11489","display_name":"Air Traffic Management and Optimization","score":0.026499999687075615,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/data-asset-management","display_name":"data asset management","score":0.8669999837875366},{"id":"https://openalex.org/keywords/dataops","display_name":"DataOps","score":0.8169999718666077},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.8610000014305115},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.9049999713897705},{"id":"https://openalex.org/keywords/civil-aviation","display_name":"civil aviation","score":0.7850000262260437},{"id":"https://openalex.org/keywords/data-governance","display_name":"data governance","score":0.4189999997615814}],"concepts":[{"id":"https://openalex.org/C512918668","wikidata":"https://www.wikidata.org/wiki/Q206814","display_name":"Civil aviation","level":3,"score":0.5072000026702881},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.49630001187324524},{"id":"https://openalex.org/C2776517139","wikidata":"https://www.wikidata.org/wiki/Q873442","display_name":"Asset management","level":2,"score":0.44589999318122864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3714999854564667},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.32190001010894775},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.31290000677108765},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.29170000553131104},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.28349998593330383},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.2831999957561493},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.25929999351501465},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3829641.3829804","doi":"https://doi.org/10.1145/3829641.3829804","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3829641.3829804","pdf_url":null,"source":{"id":"https://openalex.org/S7407097054","display_name":"International Conference on Software Engineering and Computer Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Software Engineering and Computer Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3829641.3829804","doi":"https://doi.org/10.1145/3829641.3829804","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3829641.3829804","pdf_url":null,"source":{"id":"https://openalex.org/S7407097054","display_name":"International Conference on Software Engineering and Computer Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Software Engineering and Computer Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.428600013256073,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2885372275","https://openalex.org/W4396885441","https://openalex.org/W4415687366","https://openalex.org/W7140136628"],"related_works":["https://openalex.org/W6986173831","https://openalex.org/W7171213555","https://openalex.org/W4415687331","https://openalex.org/W7162789674","https://openalex.org/W3150291325","https://openalex.org/W6940886839","https://openalex.org/W2771373306","https://openalex.org/W3012943441","https://openalex.org/W7172069391","https://openalex.org/W7126167073"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-09-16T00:00:00"}