{"id":"https://openalex.org/W2598869829","doi":"https://doi.org/10.2312/eurp.20161138","title":"Visual Analytics for Fraud Detection: Focusing on Profile Analysis","display_name":"Visual Analytics for Fraud Detection: Focusing on Profile Analysis","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2598869829","doi":"https://doi.org/10.2312/eurp.20161138","mag":"2598869829"},"language":"en","primary_location":{"id":"doi:10.2312/eurp.20161138","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurp.20161138","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/eurp.20161138","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020680196","display_name":"Roger A. Leite","orcid":"https://orcid.org/0000-0001-5296-3288"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Leite, Roger Almeida","raw_affiliation_strings":["#N##TAB##TAB##TAB##TAB# Vienna University of Technology, Austria#N##TAB##TAB##TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"#N##TAB##TAB##TAB##TAB# Vienna University of Technology, Austria#N##TAB##TAB##TAB#","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079997473","display_name":"Theresia Gschwandtner","orcid":"https://orcid.org/0000-0002-9555-3374"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gschwandtner, Theresia","raw_affiliation_strings":["#N##TAB##TAB##TAB##TAB# Vienna University of Technology, Austria#N##TAB##TAB##TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"#N##TAB##TAB##TAB##TAB# Vienna University of Technology, Austria#N##TAB##TAB##TAB#","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019622072","display_name":"Silvia Miksch","orcid":"https://orcid.org/0000-0003-4427-5703"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Miksch, Silvia","raw_affiliation_strings":["#N##TAB##TAB##TAB##TAB# Vienna University of Technology, Austria#N##TAB##TAB##TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"#N##TAB##TAB##TAB##TAB# Vienna University of Technology, Austria#N##TAB##TAB##TAB#","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002280174","display_name":"Erich Gstrein","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gstrein, Erich","raw_affiliation_strings":["Erste Group IT International, Austria#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Erste Group IT International, Austria#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037990016","display_name":"Johannes Kuntner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kuntner, Johannes","raw_affiliation_strings":["Erste Group IT International, Austria#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Erste Group IT International, Austria#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9365000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.8057500123977661},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7903059720993042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7320566177368164},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4747008681297302},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.46389105916023254},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45647934079170227},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4512946307659149},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3460195064544678},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.3407690227031708},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3073490858078003},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.13664856553077698},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12276855111122131}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.8057500123977661},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7903059720993042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7320566177368164},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4747008681297302},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.46389105916023254},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45647934079170227},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4512946307659149},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3460195064544678},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3407690227031708},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3073490858078003},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.13664856553077698},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12276855111122131},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2312/eurp.20161138","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurp.20161138","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:2598869829","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/vissym/p2016.html#LeiteGMGK16","pdf_url":null,"source":{"id":"https://openalex.org/S4306418840","display_name":"IEEE VGTC Conference on Visualization","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE VGTC Conference on Visualization","raw_type":null}],"best_oa_location":{"id":"doi:10.2312/eurp.20161138","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurp.20161138","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W188284362","https://openalex.org/W1553490351","https://openalex.org/W1576209423","https://openalex.org/W2109067458","https://openalex.org/W2121547000","https://openalex.org/W2121869993","https://openalex.org/W2122442654","https://openalex.org/W2186032312","https://openalex.org/W2343885978"],"related_works":["https://openalex.org/W2565645027","https://openalex.org/W2186032312","https://openalex.org/W2121869993","https://openalex.org/W2911617299","https://openalex.org/W2169429690","https://openalex.org/W2565527172","https://openalex.org/W2081749267","https://openalex.org/W3006213785","https://openalex.org/W3209751286","https://openalex.org/W2135977185","https://openalex.org/W259013728","https://openalex.org/W1991558104","https://openalex.org/W2906330222","https://openalex.org/W3028640536","https://openalex.org/W2092711325","https://openalex.org/W2978522417","https://openalex.org/W2891534466","https://openalex.org/W2294410074","https://openalex.org/W3020883403","https://openalex.org/W2613623134"],"abstract_inverted_index":{"Financial":[0],"institutions":[1],"are":[2,39,45],"always":[3],"interested":[4],"in":[5],"ensuring":[6],"security":[7],"and":[8,19,37,61,65],"quality":[9],"for":[10,14,59],"their":[11],"customers.":[12],"Banks,":[13],"instance,":[15],"need":[16],"to":[17,25],"identify":[18],"avoid":[20],"harmful":[21],"transactions.":[22],"In":[23],"order":[24],"detect":[26],"fraudulent":[27],"operations,":[28],"data":[29],"mining":[30],"techniques":[31,51],"based":[32],"on":[33],"customer":[34],"profile":[35,63],"generation":[36],"verification":[38],"commonly":[40],"used.":[41],"However,":[42],"these":[43],"approaches":[44],"not":[46],"supported":[47],"by":[48],"Visual":[49,56],"Analytics":[50,57],"yet.":[52],"We":[53],"propose":[54],"a":[55],"approach":[58],"supporting":[60],"fine-tuning":[62],"analysis":[64],"reducing":[66],"false":[67],"positive":[68],"alarms.":[69]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}