{"id":"https://openalex.org/W4213129995","doi":"https://doi.org/10.5220/0010867500003116","title":"Barriers to the Practical Adoption of Federated Machine Learning in Cross-company Collaborations","display_name":"Barriers to the Practical Adoption of Federated Machine Learning in Cross-company Collaborations","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4213129995","doi":"https://doi.org/10.5220/0010867500003116"},"language":"en","primary_location":{"id":"doi:10.5220/0010867500003116","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010867500003116","pdf_url":null,"source":{"id":"https://openalex.org/S4363608837","display_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0010867500003116","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110671872","display_name":"Tobias M\u00fcller","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I4210132444","display_name":"Systems, Applications & Products in Data Processing (Germany)","ror":"https://ror.org/03dsc8d33","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210132444"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tobias M\u00fcller","raw_affiliation_strings":["Chair for Software Engineering for Business Information Systems, Technical University of Munich, Boltzmannstrasse 3, 85748 Garching bei M\u00fcnchen, Germany, --- Select a Country ---","SAP SE, Dietmar-Hopp-Allee 16, 69190 Walldorf, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Chair for Software Engineering for Business Information Systems, Technical University of Munich, Boltzmannstrasse 3, 85748 Garching bei M\u00fcnchen, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"SAP SE, Dietmar-Hopp-Allee 16, 69190 Walldorf, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210132444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024786717","display_name":"Nadine G\u00e4rtner","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132444","display_name":"Systems, Applications & Products in Data Processing (Germany)","ror":"https://ror.org/03dsc8d33","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210132444"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nadine G\u00e4rtner","raw_affiliation_strings":["SAP SE, Dietmar-Hopp-Allee 16, 69190 Walldorf, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"SAP SE, Dietmar-Hopp-Allee 16, 69190 Walldorf, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210132444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022725405","display_name":"Nemrude Verzano","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132444","display_name":"Systems, Applications & Products in Data Processing (Germany)","ror":"https://ror.org/03dsc8d33","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210132444"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nemrude Verzano","raw_affiliation_strings":["SAP SE, Dietmar-Hopp-Allee 16, 69190 Walldorf, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"SAP SE, Dietmar-Hopp-Allee 16, 69190 Walldorf, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210132444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108072385","display_name":"Florian Matthes","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Matthes","raw_affiliation_strings":["Chair for Software Engineering for Business Information Systems, Technical University of Munich, Boltzmannstrasse 3, 85748 Garching bei M\u00fcnchen, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Chair for Software Engineering for Business Information Systems, Technical University of Munich, Boltzmannstrasse 3, 85748 Garching bei M\u00fcnchen, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5110671872"],"corresponding_institution_ids":["https://openalex.org/I4210132444","https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":1.2564,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75325978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"581","last_page":"588"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.8166999816894531,"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":0.8166999816894531,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.7378000020980835,"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/T10763","display_name":"Digital Transformation in Industry","score":0.7372000217437744,"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":0.5619935989379883},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4121444821357727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32096701860427856}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5619935989379883},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4121444821357727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32096701860427856}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0010867500003116","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010867500003116","pdf_url":null,"source":{"id":"https://openalex.org/S4363608837","display_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0010867500003116","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010867500003116","pdf_url":null,"source":{"id":"https://openalex.org/S4363608837","display_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
