{"id":"https://openalex.org/W4362668783","doi":"https://doi.org/10.1007/s10796-023-10388-4","title":"Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications","display_name":"Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications","publication_year":2023,"publication_date":"2023-04-06","ids":{"openalex":"https://openalex.org/W4362668783","doi":"https://doi.org/10.1007/s10796-023-10388-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-023-10388-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-023-10388-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-023-10388-4.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10796-023-10388-4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038771662","display_name":"Corinna Rutschi","orcid":null},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Corinna Rutschi","raw_affiliation_strings":["University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000707324","display_name":"Nicholas Berente","orcid":"https://orcid.org/0000-0002-1403-4696"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Berente","raw_affiliation_strings":["University of Notre Dame, Mendoza College of Business Notre Dame, Indiana, USA"],"raw_orcid":"https://orcid.org/0000-0002-1403-4696","affiliations":[{"raw_affiliation_string":"University of Notre Dame, Mendoza College of Business Notre Dame, Indiana, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016447529","display_name":"Frederick Nwanganga","orcid":null},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frederick Nwanganga","raw_affiliation_strings":["University of Notre Dame, Mendoza College of Business Notre Dame, Indiana, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Notre Dame, Mendoza College of Business Notre Dame, Indiana, USA","institution_ids":["https://openalex.org/I107639228"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038771662"],"corresponding_institution_ids":["https://openalex.org/I118564535"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":2.8727,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92116424,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"26","issue":"2","first_page":"633","last_page":"640"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9990000128746033,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9990000128746033,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9957000017166138,"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/reuse","display_name":"Reuse","score":0.9047210216522217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7672507762908936},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6582988500595093},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6042255759239197},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5545853972434998},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5147762298583984},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3394879698753357},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0664888322353363}],"concepts":[{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.9047210216522217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7672507762908936},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6582988500595093},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6042255759239197},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5545853972434998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5147762298583984},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3394879698753357},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0664888322353363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10796-023-10388-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-023-10388-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-023-10388-4.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infosf:v:26:y:2024:i:2:d:10.1007_s10796-023-10388-4","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10796-023-10388-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10796-023-10388-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-023-10388-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-023-10388-4.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4362668783.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W2053702612","https://openalex.org/W2123731236","https://openalex.org/W2138162238","https://openalex.org/W2147964700","https://openalex.org/W2165698076","https://openalex.org/W2281963941","https://openalex.org/W2473418344","https://openalex.org/W2538262060","https://openalex.org/W2600130231","https://openalex.org/W2693814137","https://openalex.org/W2804964665","https://openalex.org/W2912213068","https://openalex.org/W2936142603","https://openalex.org/W2947010043","https://openalex.org/W2951973024","https://openalex.org/W2964150020","https://openalex.org/W3011780003","https://openalex.org/W3032677132","https://openalex.org/W3088653102","https://openalex.org/W3092895577","https://openalex.org/W3103989228","https://openalex.org/W3123002740","https://openalex.org/W3135024179","https://openalex.org/W3142698583","https://openalex.org/W3142805939","https://openalex.org/W4233654598","https://openalex.org/W4236521339","https://openalex.org/W4288079856","https://openalex.org/W6657138077","https://openalex.org/W6682405783","https://openalex.org/W6751250142","https://openalex.org/W7077157121"],"related_works":["https://openalex.org/W2000444236","https://openalex.org/W2384475851","https://openalex.org/W2353602216","https://openalex.org/W2367078749","https://openalex.org/W2381798600","https://openalex.org/W2351618306","https://openalex.org/W2133117170","https://openalex.org/W2999162218","https://openalex.org/W2390634956","https://openalex.org/W2991736735"],"abstract_inverted_index":{"Abstract":[0],"Data":[1],"sensitivity":[2],"and":[3,30,38],"domain":[4],"specificity":[5],"challenges":[6],"arise":[7],"in":[8],"reuse":[9,25],"of":[10,18],"machine":[11,19,40],"learning":[12,20,41],"applications.":[13,42],"We":[14,32],"identify":[15],"four":[16],"types":[17],"applications":[21],"based":[22],"on":[23],"different":[24],"strategies:":[26],"generic,":[27],"distinctive,":[28],"selective,":[29],"exclusive.":[31],"conclude":[33],"with":[34],"lessons":[35],"for":[36],"developing":[37],"deploying":[39]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}