{"id":"https://openalex.org/W4220888686","doi":"https://doi.org/10.1080/10494820.2022.2042030","title":"EXPLODE \u2013 a new model of exploratory learning environment for neural networks to improve learning outcomes","display_name":"EXPLODE \u2013 a new model of exploratory learning environment for neural networks to improve learning outcomes","publication_year":2022,"publication_date":"2022-03-15","ids":{"openalex":"https://openalex.org/W4220888686","doi":"https://doi.org/10.1080/10494820.2022.2042030"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2022.2042030","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2022.2042030","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-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/A5069256478","display_name":"Zoran \u0160evarac","orcid":"https://orcid.org/0000-0001-9418-6915"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Zoran Sevarac","raw_affiliation_strings":["Faculty of Organizational Sciences, Department for Software Engineering, University of Belgrade, Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Organizational Sciences, Department for Software Engineering, University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112691177","display_name":"Jelena R. Jovanovi\u0107","orcid":"https://orcid.org/0009-0009-5706-771X"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Jelena Jovanovic","raw_affiliation_strings":["Faculty of Organizational Sciences, Department for Software Engineering, University of Belgrade, Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Organizational Sciences, Department for Software Engineering, University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075414228","display_name":"Vladan Deved\u017ei\u0107","orcid":"https://orcid.org/0000-0002-5790-0240"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Vladan Devedzic","raw_affiliation_strings":["Faculty of Organizational Sciences, Department for Software Engineering, University of Belgrade, Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Organizational Sciences, Department for Software Engineering, University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102847191","display_name":"Bojan Tomi\u0107","orcid":"https://orcid.org/0000-0001-6853-4322"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Bojan Tomic","raw_affiliation_strings":["Faculty of Organizational Sciences, Department for Software Engineering, University of Belgrade, Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Organizational Sciences, Department for Software Engineering, University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069256478"],"corresponding_institution_ids":["https://openalex.org/I4068193"],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49474595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"31","issue":"10","first_page":"6542","last_page":"6554"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.982200026512146,"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/T10320","display_name":"Neural Networks and Applications","score":0.982200026512146,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9714999794960022,"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/T11122","display_name":"Online Learning and Analytics","score":0.958299994468689,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6766321659088135},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.648337185382843},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6074168682098389},{"id":"https://openalex.org/keywords/learning-environment","display_name":"Learning environment","score":0.5054965019226074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4716947376728058},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.28376299142837524},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23454293608665466}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6766321659088135},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.648337185382843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6074168682098389},{"id":"https://openalex.org/C2778365744","wikidata":"https://www.wikidata.org/wiki/Q2426689","display_name":"Learning environment","level":2,"score":0.5054965019226074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4716947376728058},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.28376299142837524},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23454293608665466},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/10494820.2022.2042030","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2022.2042030","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"},{"id":"pmh:oai:rfos.fon.bg.ac.rs:123456789/2319","is_oa":false,"landing_page_url":"https://rfos.fon.bg.ac.rs/handle/123456789/2319","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Interactive Learning Environments","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322729","display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja","ror":"https://ror.org/01znas443"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W134483161","https://openalex.org/W141718816","https://openalex.org/W597697967","https://openalex.org/W1815090327","https://openalex.org/W1974739407","https://openalex.org/W1982055708","https://openalex.org/W1999606180","https://openalex.org/W2005550330","https://openalex.org/W2006726232","https://openalex.org/W2015564561","https://openalex.org/W2017915901","https://openalex.org/W2036932670","https://openalex.org/W2062455579","https://openalex.org/W2065758324","https://openalex.org/W2073730966","https://openalex.org/W2083685803","https://openalex.org/W2095896104","https://openalex.org/W2120908897","https://openalex.org/W2122537527","https://openalex.org/W2128495057","https://openalex.org/W2132168383","https://openalex.org/W2143872469","https://openalex.org/W2145009180","https://openalex.org/W2150861113","https://openalex.org/W2151715145","https://openalex.org/W2152253895","https://openalex.org/W2234811804","https://openalex.org/W2567850235","https://openalex.org/W2766736793","https://openalex.org/W2781609773","https://openalex.org/W2979457345","https://openalex.org/W3133181762","https://openalex.org/W4210852226","https://openalex.org/W4233045210","https://openalex.org/W4402110003","https://openalex.org/W6605770049","https://openalex.org/W6754956578","https://openalex.org/W7015874351"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"The":[0,17,102,118,162],"paper":[1],"proposes":[2],"EXPLODE,":[3],"a":[4,24,76,183],"new":[5],"model":[6,19,91,106,170],"of":[7,66,104,150,158,186,190],"exploratory":[8,33],"learning":[9,14,34,59,78,97,100,148,175],"environment":[10,27,35,41,79],"for":[11,36,45],"teaching":[12,57],"and":[13,52,58,80,99,181],"neural":[15,37,60,87,191],"networks.":[16,38,192],"EXPLODE":[18,90,137],"is":[20,42],"about":[21],"pedagogically":[22],"instrumenting":[23],"software":[25],"development":[26],"to":[28,63,83,135],"transform":[29],"it":[30],"into":[31],"an":[32,40,110],"Such":[39],"particularly":[43],"aimed":[44],"students":[46,74,124,172],"who":[47,132],"are":[48],"skilled":[49],"in":[50,56,69,109],"programming":[51],"meets":[53],"typical":[54],"challenges":[55],"networks,":[61,88],"related":[62],"the":[64,89,95,105,123,126,136,142,146,151,159,168,187],"lack":[65],"prerequisite":[67],"knowledge":[68,143],"mathematics.":[70],"By":[71],"providing":[72],"such":[73],"with":[75,86,113],"familiar":[77],"allowing":[81],"them":[82],"programmatically":[84],"experiment":[85],"aims":[92],"at":[93],"improving":[94],"students\u2019":[96],"outcomes":[98],"experience.":[101],"effectiveness":[103],"was":[107,154],"evaluated":[108],"experimental":[111,127,152],"study":[112],"77":[114],"final-year":[115],"IT":[116],"students.":[117],"results":[119,163],"have":[120,164],"shown":[121],"that":[122,129,157,167,177],"from":[125],"group,":[128],"is,":[130],"those":[131],"were":[133],"exposed":[134],"model,":[138],"scored":[139],"higher":[140],"on":[141],"test.":[144],"Furthermore,":[145],"perceived":[147],"experience":[149,180],"group":[153],"better":[155,173],"than":[156],"control":[160],"group.":[161],"also":[165],"suggested":[166],"proposed":[169],"helps":[171],"understand":[174],"topics":[176],"require":[178],"practical":[179],"facilitates":[182],"deeper":[184],"understanding":[185],"internal":[188],"operations":[189]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}