{"id":"https://openalex.org/W4400113682","doi":"https://doi.org/10.1109/mipro60963.2024.10569528","title":"Current Trends, Challenges and Techniques in XAI Field; A Tertiary Study of XAI Research","display_name":"Current Trends, Challenges and Techniques in XAI Field; A Tertiary Study of XAI Research","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4400113682","doi":"https://doi.org/10.1109/mipro60963.2024.10569528"},"language":"en","primary_location":{"id":"doi:10.1109/mipro60963.2024.10569528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mipro60963.2024.10569528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"},"type":"article","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/A5085170836","display_name":"Sa\u0161a Brdnik","orcid":"https://orcid.org/0000-0003-3730-2769"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Sa\u0161a Brdnik","raw_affiliation_strings":["University of Maribor (Slovenia),Institute of Informatics, Faculty of Electrical Engineering and Computer Science"],"affiliations":[{"raw_affiliation_string":"University of Maribor (Slovenia),Institute of Informatics, Faculty of Electrical Engineering and Computer Science","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033308008","display_name":"Bo\u0161tjan \u0160umak","orcid":"https://orcid.org/0000-0001-5535-3477"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Bo\u0161tjan \u0160umak","raw_affiliation_strings":["University of Maribor (Slovenia),Institute of Informatics, Faculty of Electrical Engineering and Computer Science"],"affiliations":[{"raw_affiliation_string":"University of Maribor (Slovenia),Institute of Informatics, Faculty of Electrical Engineering and Computer Science","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085170836"],"corresponding_institution_ids":["https://openalex.org/I37696226"],"apc_list":null,"apc_paid":null,"fwci":2.5387,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.893978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2032","last_page":"2038"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.7035999894142151,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.7035999894142151,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.656499981880188,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.614300012588501,"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/field","display_name":"Field (mathematics)","score":0.5781532526016235},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4537990987300873},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13782286643981934}],"concepts":[{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5781532526016235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4537990987300873},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13782286643981934},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mipro60963.2024.10569528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mipro60963.2024.10569528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W4214443","https://openalex.org/W1526281128","https://openalex.org/W1787224781","https://openalex.org/W2156098321","https://openalex.org/W2168130919","https://openalex.org/W2168894761","https://openalex.org/W2293310672","https://openalex.org/W2516809705","https://openalex.org/W2891503716","https://openalex.org/W2954503794","https://openalex.org/W2963095307","https://openalex.org/W2964523010","https://openalex.org/W2981731882","https://openalex.org/W3015177564","https://openalex.org/W3125997628","https://openalex.org/W3133477053","https://openalex.org/W3141256924","https://openalex.org/W3164846705","https://openalex.org/W3208324058","https://openalex.org/W3210179814","https://openalex.org/W3214024265","https://openalex.org/W3214404698","https://openalex.org/W3215119593","https://openalex.org/W4206221654","https://openalex.org/W4224077403","https://openalex.org/W4225310474","https://openalex.org/W4280639483","https://openalex.org/W4280639694","https://openalex.org/W4283032682","https://openalex.org/W4283369407","https://openalex.org/W4283454602","https://openalex.org/W4285502294","https://openalex.org/W4288083725","https://openalex.org/W4296437236","https://openalex.org/W4297399257","https://openalex.org/W4306179905","https://openalex.org/W4308292292","https://openalex.org/W4308311931","https://openalex.org/W4312921627","https://openalex.org/W4321786089","https://openalex.org/W4324135233","https://openalex.org/W4366085876","https://openalex.org/W4367856789","https://openalex.org/W4378515194","https://openalex.org/W6762157219"],"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/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"This":[0],"tertiary":[1],"systematic":[2,7,47],"literature":[3,8,48],"review":[4,62,112],"examines":[5],"29":[6,137],"reviews":[9,49],"and":[10,21,35,80,89,96,116,128,133],"surveys":[11],"in":[12,38,51,58],"Explainable":[13],"Artificial":[14],"Intelligence":[15],"(XAI)":[16],"to":[17,100,120,148,157,172],"uncover":[18],"trends,":[19],"limitations,":[20],"future":[22,117],"directions.":[23],"The":[24,61,111,136],"study":[25,108],"explores":[26],"current":[27],"explanation":[28],"techniques,":[29],"providing":[30],"insights":[31],"for":[32,67,170],"researchers,":[33],"practitioners,":[34],"policymakers":[36],"interested":[37],"enhancing":[39],"AI":[40],"transparency.":[41],"Notably,":[42],"the":[43,59,103,153,173],"increasing":[44],"number":[45],"of":[46,161],"(SLRs)":[50],"XAI":[52,70,121],"publications":[53],"indicates":[54],"a":[55,159],"growing":[56],"interest":[57],"field.":[60,174],"offers":[63],"an":[64],"annotated":[65],"catalogue":[66],"human-computer":[68],"interaction-focused":[69],"stakeholders,":[71],"emphasising":[72],"practitioner":[73],"guidelines.":[74],"Automated":[75],"searches":[76],"across":[77],"ACM,":[78],"IEEE,":[79],"Science":[81],"Direct":[82],"databases":[83],"identified":[84],"SLRs":[85,104,154],"published":[86],"between":[87],"2019":[88],"May":[90],"2023,":[91],"covering":[92],"diverse":[93],"application":[94],"domains":[95],"topics.":[97],"While":[98],"adhering":[99],"methodological":[101],"guidelines,":[102],"often":[105],"lack":[106],"primary":[107],"quality":[109],"assessments.":[110],"highlights":[113],"ongoing":[114],"challenges":[115],"opportunities":[118],"related":[119],"evaluation":[122],"standardisation,":[123],"its":[124],"impact":[125],"on":[126,131],"users,":[127],"interdisciplinary":[129],"research":[130],"ethics":[132],"GDPR":[134],"aspects.":[135],"SLRs,":[138],"analysing":[139],"over":[140],"two":[141],"thousand":[142],"papers,":[143,164],"include":[144],"five":[145],"directly":[146],"relevant":[147],"practitioners.":[149],"Additionally,":[150],"references":[151],"from":[152],"were":[155],"analysed":[156],"compile":[158],"list":[160],"frequently":[162],"cited":[163],"serving":[165],"as":[166],"recommended":[167],"foundational":[168],"readings":[169],"newcomers":[171]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}