{"id":"https://openalex.org/W3179695266","doi":"https://doi.org/10.1007/978-3-030-77772-2_2","title":"Towards Design Principles for User-Centric Explainable AI in Fraud Detection","display_name":"Towards Design Principles for User-Centric Explainable AI in Fraud Detection","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3179695266","doi":"https://doi.org/10.1007/978-3-030-77772-2_2","mag":"3179695266"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77772-2_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"book-chapter","type_crossref":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://doras.dcu.ie/26056/1/Post_Print_CameraReady_HCII_2021_Towards_Design_Principles_for_User_Centric_Explainable_AI_in_Fraud_Detection.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067629094","display_name":"Douglas Cirqueira","orcid":"https://orcid.org/0000-0002-1283-0453"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Douglas Cirqueira","raw_affiliation_strings":["School of Computing, Dublin City University, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Computing, Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038237158","display_name":"Markus Helfert","orcid":"https://orcid.org/0000-0001-6546-6408"},"institutions":[{"id":"https://openalex.org/I157286207","display_name":"National University of Ireland, Maynooth","ror":"https://ror.org/048nfjm95","country_code":"IE","type":"education","lineage":["https://openalex.org/I157286207"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Markus Helfert","raw_affiliation_strings":["Innovation Value Institute, Maynooth University, Maynooth, Ireland"],"affiliations":[{"raw_affiliation_string":"Innovation Value Institute, Maynooth University, Maynooth, Ireland","institution_ids":["https://openalex.org/I157286207"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060543167","display_name":"Marija Bezbradica","orcid":"https://orcid.org/0000-0001-9366-5113"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Marija Bezbradica","raw_affiliation_strings":["School of Computing, Dublin City University, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Computing, Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392,"provenance":"doaj"},"apc_paid":null,"fwci":5.958,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":19,"citation_normalized_percentile":{"value":0.999875,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"40"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9975,"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":0.9975,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9946,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9931,"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/design-science","display_name":"Design Science","score":0.42682806}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8136426},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5296207},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5257417},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5198284},{"id":"https://openalex.org/C2780103759","wikidata":"https://www.wikidata.org/wiki/Q5264375","display_name":"Design science","level":2,"score":0.42682806},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39619616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.323878},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.303943},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77772-2_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://doras.dcu.ie/26056/","pdf_url":"http://doras.dcu.ie/26056/1/Post_Print_CameraReady_HCII_2021_Towards_Design_Principles_for_User_Centric_Explainable_AI_in_Fraud_Detection.pdf","source":{"id":"https://openalex.org/S4306401511","display_name":"Dublin City University Open Access Institutional Repository (Dublin City University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I42934936","host_organization_name":"Dublin City University","host_organization_lineage":["https://openalex.org/I42934936"],"host_organization_lineage_names":["Dublin City University"],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"acceptedVersion","is_accepted":true,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://doras.dcu.ie/26056/","pdf_url":"http://doras.dcu.ie/26056/1/Post_Print_CameraReady_HCII_2021_Towards_Design_Principles_for_User_Centric_Explainable_AI_in_Fraud_Detection.pdf","source":{"id":"https://openalex.org/S4306401511","display_name":"Dublin City University Open Access Institutional Repository (Dublin City University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I42934936","host_organization_name":"Dublin City University","host_organization_lineage":["https://openalex.org/I42934936"],"host_organization_lineage_names":["Dublin City University"],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"acceptedVersion","is_accepted":true,"is_published":false},"sustainable_development_goals":[{"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.77}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":71,"referenced_works":["https://openalex.org/W120305486","https://openalex.org/W1276866904","https://openalex.org/W130008378","https://openalex.org/W2017232808","https://openalex.org/W2062114445","https://openalex.org/W2064675550","https://openalex.org/W2088252378","https://openalex.org/W2097582707","https://openalex.org/W2111628838","https://openalex.org/W2121881509","https://openalex.org/W2172852798","https://openalex.org/W2186820751","https://openalex.org/W2282821441","https://openalex.org/W2402994916","https://openalex.org/W2551974706","https://openalex.org/W2589401093","https://openalex.org/W2594475271","https://openalex.org/W2618851150","https://openalex.org/W2756359217","https://openalex.org/W2763172566","https://openalex.org/W2783775934","https://openalex.org/W2788403449","https://openalex.org/W2794079986","https://openalex.org/W2795530988","https://openalex.org/W2804878416","https://openalex.org/W2807910285","https://openalex.org/W2808797183","https://openalex.org/W2810374509","https://openalex.org/W2886756653","https://openalex.org/W2887231366","https://openalex.org/W2889947140","https://openalex.org/W2891503716","https://openalex.org/W2892104346","https://openalex.org/W2902900716","https://openalex.org/W2913693384","https://openalex.org/W2915577650","https://openalex.org/W2932771740","https://openalex.org/W2938863785","https://openalex.org/W2942444880","https://openalex.org/W2944176689","https://openalex.org/W2949780682","https://openalex.org/W2955486278","https://openalex.org/W2955774175","https://openalex.org/W2963095307","https://openalex.org/W2963178695","https://openalex.org/W2963641083","https://openalex.org/W2964842631","https://openalex.org/W2972059645","https://openalex.org/W2981731882","https://openalex.org/W2985134080","https://openalex.org/W2996061341","https://openalex.org/W2996780607","https://openalex.org/W3009006131","https://openalex.org/W3024783778","https://openalex.org/W3039116038","https://openalex.org/W3081129413","https://openalex.org/W3081527501","https://openalex.org/W3082515532","https://openalex.org/W3089258356","https://openalex.org/W3100931974","https://openalex.org/W3106700156","https://openalex.org/W3110589196","https://openalex.org/W3119362221","https://openalex.org/W3122821379","https://openalex.org/W3128452405","https://openalex.org/W3134080822","https://openalex.org/W3143081569","https://openalex.org/W3163311692","https://openalex.org/W3166235221","https://openalex.org/W4255780832","https://openalex.org/W4288083797"],"related_works":["https://openalex.org/W69751022","https://openalex.org/W641279757","https://openalex.org/W596972243","https://openalex.org/W4313230280","https://openalex.org/W4242022592","https://openalex.org/W370975646","https://openalex.org/W2149537132","https://openalex.org/W2063534752","https://openalex.org/W2018871932","https://openalex.org/W1670566515"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3179695266","counts_by_year":[{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-01-08T19:33:36.535110","created_date":"2021-07-19"}