{"id":"https://openalex.org/W4410881065","doi":"https://doi.org/10.1007/978-3-031-93236-6_2","title":"Explaining What Matters: Perceptions of AI Explanations in an AI-Powered Data Analytics Platform for UX Design","display_name":"Explaining What Matters: Perceptions of AI Explanations in an AI-Powered Data Analytics Platform for UX Design","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410881065","doi":"https://doi.org/10.1007/978-3-031-93236-6_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-93236-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-93236-6_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/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107631075","display_name":"Yi Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Yi Luo","raw_affiliation_strings":["School of ITE, Halmstad University, Halmstad, Sweden"],"affiliations":[{"raw_affiliation_string":"School of ITE, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044871797","display_name":"Dimitrios Gkouskos","orcid":"https://orcid.org/0000-0002-5130-9230"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Dimitrios Gkouskos","raw_affiliation_strings":["School of ITE, Halmstad University, Halmstad, Sweden"],"affiliations":[{"raw_affiliation_string":"School of ITE, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007194853","display_name":"Nancy L. Russo","orcid":"https://orcid.org/0000-0002-2784-2238"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]},{"id":"https://openalex.org/I183111857","display_name":"Malm\u00f6 University","ror":"https://ror.org/05wp7an13","country_code":"SE","type":"education","lineage":["https://openalex.org/I183111857"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Nancy L. Russo","raw_affiliation_strings":["Faculty of Technology and Society, Malm\u00f6 University, Malmo, Sweden","School of ITE, Halmstad University, Halmstad, Sweden"],"affiliations":[{"raw_affiliation_string":"Faculty of Technology and Society, Malm\u00f6 University, Malmo, Sweden","institution_ids":["https://openalex.org/I183111857"]},{"raw_affiliation_string":"School of ITE, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5107631075"],"corresponding_institution_ids":["https://openalex.org/I746986"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21689082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"20","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9876000285148621,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7916021347045898},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7082746028900146},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6089113354682922},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5582503080368042},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5230937004089355},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5073003172874451},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15877819061279297},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08796411752700806}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7916021347045898},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7082746028900146},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6089113354682922},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5582503080368042},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5230937004089355},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5073003172874451},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15877819061279297},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08796411752700806},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-93236-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-93236-6_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/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1994606570","https://openalex.org/W2009540290","https://openalex.org/W2017308097","https://openalex.org/W2058063828","https://openalex.org/W2074493467","https://openalex.org/W2081456979","https://openalex.org/W2084299944","https://openalex.org/W2604980658","https://openalex.org/W2611748211","https://openalex.org/W2783539613","https://openalex.org/W2953303875","https://openalex.org/W2963095307","https://openalex.org/W2975241765","https://openalex.org/W2995523160","https://openalex.org/W2995814048","https://openalex.org/W3011186445","https://openalex.org/W3013899790","https://openalex.org/W3028739380","https://openalex.org/W3044829679","https://openalex.org/W3091176223","https://openalex.org/W3095088127","https://openalex.org/W3113855611","https://openalex.org/W3117696238","https://openalex.org/W3119394424","https://openalex.org/W3120142301","https://openalex.org/W3162428030","https://openalex.org/W3169708222","https://openalex.org/W3173721282","https://openalex.org/W3174959864","https://openalex.org/W3189772682","https://openalex.org/W3196122606","https://openalex.org/W3199149369","https://openalex.org/W3214883276","https://openalex.org/W4282984549","https://openalex.org/W4285184944","https://openalex.org/W4285413118","https://openalex.org/W4288086169","https://openalex.org/W4323841539","https://openalex.org/W4366527501","https://openalex.org/W4382395150","https://openalex.org/W4383221892","https://openalex.org/W4383681480","https://openalex.org/W4386177112","https://openalex.org/W4386693657","https://openalex.org/W4387331350","https://openalex.org/W4396832811","https://openalex.org/W4398208101","https://openalex.org/W4398231583","https://openalex.org/W4399422618","https://openalex.org/W4409735071"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2508885301","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W4298181270","https://openalex.org/W4385267788"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}