{"id":"https://openalex.org/W4214913778","doi":"https://doi.org/10.2298/csis210820004s","title":"A neuroevolutionary method for knowledge space construction","display_name":"A neuroevolutionary method for knowledge space construction","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4214913778","doi":"https://doi.org/10.2298/csis210820004s"},"language":"en","primary_location":{"id":"doi:10.2298/csis210820004s","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis210820004s","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142200004S","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142200004S","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046803866","display_name":"Milan Segedinac","orcid":"https://orcid.org/0000-0003-1743-9522"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milan Segedinac","raw_affiliation_strings":["Faculty of Technical Sciences, Novi Sad, Serbia"],"raw_orcid":"https://orcid.org/0000-0003-1743-9522","affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059570230","display_name":"Nemanja Milicevic","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124776","display_name":"Pokrajinski Sekretarijat za Nauku i Tehnolo\u0161ki Razvoj","ror":"https://ror.org/0279n3m18","country_code":"RS","type":"government","lineage":["https://openalex.org/I4210124776"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nemanja Milicevic","raw_affiliation_strings":["SmartCat, Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SmartCat, Novi Sad, Serbia","institution_ids":["https://openalex.org/I4210124776"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068257997","display_name":"Milan \u010celikovi\u0107","orcid":"https://orcid.org/0000-0002-9164-1262"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milan Celikovic","raw_affiliation_strings":["Faculty of Technical Sciences, Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050572037","display_name":"Goran Savi\u0107","orcid":"https://orcid.org/0000-0002-3917-5487"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Goran Savic","raw_affiliation_strings":["Faculty of Technical Sciences, Novi Sad, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-3917-5487","affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1312,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49053635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"19","issue":"2","first_page":"763","last_page":"781"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","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/T10320","display_name":"Neural Networks and Applications","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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9836000204086304,"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":0.9742000102996826,"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/computer-science","display_name":"Computer science","score":0.8491426706314087},{"id":"https://openalex.org/keywords/knowledge-space","display_name":"Knowledge space","score":0.6265725493431091},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6219542622566223},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.6063324809074402},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5390104651451111},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5292650461196899},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5038427710533142},{"id":"https://openalex.org/keywords/de-facto","display_name":"De facto","score":0.49918413162231445},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4306439459323883},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3595556318759918},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35339006781578064},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33700066804885864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13491031527519226},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.07502409815788269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8491426706314087},{"id":"https://openalex.org/C2777348039","wikidata":"https://www.wikidata.org/wiki/Q6423397","display_name":"Knowledge space","level":2,"score":0.6265725493431091},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6219542622566223},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.6063324809074402},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5390104651451111},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5292650461196899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5038427710533142},{"id":"https://openalex.org/C2992317946","wikidata":"https://www.wikidata.org/wiki/Q712144","display_name":"De facto","level":2,"score":0.49918413162231445},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4306439459323883},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3595556318759918},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35339006781578064},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33700066804885864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13491031527519226},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.07502409815788269},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2298/csis210820004s","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis210820004s","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142200004S","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2298/csis210820004s","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis210820004s","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142200004S","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214913778.pdf","grobid_xml":"https://content.openalex.org/works/W4214913778.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W126170577","https://openalex.org/W648129165","https://openalex.org/W848126604","https://openalex.org/W1016730228","https://openalex.org/W1659842140","https://openalex.org/W1933417429","https://openalex.org/W1974119085","https://openalex.org/W1998585125","https://openalex.org/W2023893371","https://openalex.org/W2030737823","https://openalex.org/W2057898852","https://openalex.org/W2071838215","https://openalex.org/W2078735640","https://openalex.org/W2093869191","https://openalex.org/W2112288028","https://openalex.org/W2129578597","https://openalex.org/W2134514463","https://openalex.org/W2138784882","https://openalex.org/W2141860972","https://openalex.org/W2509616806","https://openalex.org/W2580333007","https://openalex.org/W2593744649","https://openalex.org/W2616627863","https://openalex.org/W2766736793","https://openalex.org/W2795319776"],"related_works":["https://openalex.org/W2794909825","https://openalex.org/W2807906686","https://openalex.org/W2518047880","https://openalex.org/W4247715995","https://openalex.org/W2371349926","https://openalex.org/W2052813026","https://openalex.org/W2365515864","https://openalex.org/W3175075103","https://openalex.org/W2122920272","https://openalex.org/W2045507971"],"abstract_inverted_index":{"In":[0],"this":[1,93],"paper":[2],"we":[3],"propose":[4],"a":[5,56,64,78],"novel":[6],"method":[7,45],"for":[8,30,114],"the":[9,21,44,59,69,75,102,115,121,124],"construction":[10],"of":[11,20,43,62,80],"knowledge":[12,33,49,71,83,117],"spaces":[13,34,84],"based":[14],"on":[15],"neuroevolution.":[16],"The":[17,40],"main":[18],"advantage":[19],"proposed":[22],"approach":[23,96],"is":[24,27,46,67,97],"that":[25,47],"it":[26],"more":[28],"suitable":[29],"constructing":[31],"large":[32],"than":[35],"other":[36],"traditional":[37],"data-driven":[38,116],"methods.":[39],"core":[41],"idea":[42],"if":[48],"states":[50],"are":[51],"considered":[52],"as":[53],"neurons":[54],"in":[55,92,99],"neural":[57,65,86],"network,":[58],"optimal":[60,70],"topology":[61],"such":[63],"network":[66],"also":[68],"space.":[72],"To":[73],"apply":[74],"neuroevolutionary":[76],"method,":[77],"set":[79],"analogies":[81],"between":[82],"and":[85,90,104,120],"networks":[87],"was":[88],"established":[89],"described":[91],"paper.":[94],"This":[95],"evaluated":[98],"comparison":[100,122],"with":[101],"minimized":[103],"corrected":[105],"inductive":[106],"item":[107],"tree":[108],"analysis,":[109],"de":[110],"facto":[111],"standard":[112],"algorithm":[113],"space":[118],"construction,":[119],"confirms":[123],"assumptions.":[125]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}