{"id":"https://openalex.org/W1989192129","doi":"https://doi.org/10.1109/coginfocom.2013.6719269","title":"Growing self-organizing map approach for semantic acquisition modeling","display_name":"Growing self-organizing map approach for semantic acquisition modeling","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W1989192129","doi":"https://doi.org/10.1109/coginfocom.2013.6719269","mag":"1989192129"},"language":"en","primary_location":{"id":"doi:10.1109/coginfocom.2013.6719269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginfocom.2013.6719269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102550854","display_name":"Mengxue Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I114218197","display_name":"Chinese Academy of Social Sciences","ror":"https://ror.org/05bxbmy32","country_code":"CN","type":"facility","lineage":["https://openalex.org/I114218197"]},{"id":"https://openalex.org/I4210121707","display_name":"Institute of Linguistics","ror":"https://ror.org/02mrea437","country_code":"CN","type":"facility","lineage":["https://openalex.org/I114218197","https://openalex.org/I4210121707"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengxue Cao","raw_affiliation_strings":["Laboratory of Phonetics and Speech Sciences, Institute of Linguistics Chinese Academy of Social Sciences, Beijing, China","Lab. of Phonetics & Speech Sci., Inst. of Linguistics, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Phonetics and Speech Sciences, Institute of Linguistics Chinese Academy of Social Sciences, Beijing, China","institution_ids":["https://openalex.org/I114218197","https://openalex.org/I4210121707"]},{"raw_affiliation_string":"Lab. of Phonetics & Speech Sci., Inst. of Linguistics, Beijing, China","institution_ids":["https://openalex.org/I4210121707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030762120","display_name":"Aijun Li","orcid":"https://orcid.org/0000-0003-2654-5781"},"institutions":[{"id":"https://openalex.org/I114218197","display_name":"Chinese Academy of Social Sciences","ror":"https://ror.org/05bxbmy32","country_code":"CN","type":"facility","lineage":["https://openalex.org/I114218197"]},{"id":"https://openalex.org/I4210121707","display_name":"Institute of Linguistics","ror":"https://ror.org/02mrea437","country_code":"CN","type":"facility","lineage":["https://openalex.org/I114218197","https://openalex.org/I4210121707"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aijun Li","raw_affiliation_strings":["Laboratory of Phonetics and Speech Sciences, Institute of Linguistics Chinese Academy of Social Sciences, Beijing, China","Lab. of Phonetics & Speech Sci., Inst. of Linguistics, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Phonetics and Speech Sciences, Institute of Linguistics Chinese Academy of Social Sciences, Beijing, China","institution_ids":["https://openalex.org/I114218197","https://openalex.org/I4210121707"]},{"raw_affiliation_string":"Lab. of Phonetics & Speech Sci., Inst. of Linguistics, Beijing, China","institution_ids":["https://openalex.org/I4210121707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101779069","display_name":"Qiang Fang","orcid":"https://orcid.org/0000-0002-6548-980X"},"institutions":[{"id":"https://openalex.org/I114218197","display_name":"Chinese Academy of Social Sciences","ror":"https://ror.org/05bxbmy32","country_code":"CN","type":"facility","lineage":["https://openalex.org/I114218197"]},{"id":"https://openalex.org/I4210121707","display_name":"Institute of Linguistics","ror":"https://ror.org/02mrea437","country_code":"CN","type":"facility","lineage":["https://openalex.org/I114218197","https://openalex.org/I4210121707"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Fang","raw_affiliation_strings":["Laboratory of Phonetics and Speech Sciences, Institute of Linguistics Chinese Academy of Social Sciences, Beijing, China","Lab. of Phonetics & Speech Sci., Inst. of Linguistics, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Phonetics and Speech Sciences, Institute of Linguistics Chinese Academy of Social Sciences, Beijing, China","institution_ids":["https://openalex.org/I114218197","https://openalex.org/I4210121707"]},{"raw_affiliation_string":"Lab. of Phonetics & Speech Sci., Inst. of Linguistics, Beijing, China","institution_ids":["https://openalex.org/I4210121707"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041724300","display_name":"Bernd J. Kr\u00f6ger","orcid":"https://orcid.org/0000-0002-4727-2957"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernd J. Kroger","raw_affiliation_strings":["Neurophonetics Group, Medical School RWTH Aachen University, Aachen, Germany","Dept. of Phoniatrics, Pedaudiology, & Commun. Disorders, RWTH Aachen Univ., Aachen, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurophonetics Group, Medical School RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Dept. of Phoniatrics, Pedaudiology, & Commun. Disorders, RWTH Aachen Univ., Aachen, Germany#TAB#","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4576,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.58235095,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"33","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9987999796867371,"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":0.9987999796867371,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9926999807357788,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9883999824523926,"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":0.8328499794006348},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6692033410072327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6433185338973999},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6247658133506775},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6245209574699402},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5999926924705505},{"id":"https://openalex.org/keywords/semantic-network","display_name":"Semantic network","score":0.5473123788833618},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5251659750938416},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.5198246240615845},{"id":"https://openalex.org/keywords/language-acquisition","display_name":"Language acquisition","score":0.45699092745780945},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4319847822189331},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37413930892944336},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08340787887573242}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8328499794006348},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6692033410072327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6433185338973999},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6247658133506775},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6245209574699402},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5999926924705505},{"id":"https://openalex.org/C85407183","wikidata":"https://www.wikidata.org/wiki/Q1045785","display_name":"Semantic network","level":2,"score":0.5473123788833618},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5251659750938416},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.5198246240615845},{"id":"https://openalex.org/C74672266","wikidata":"https://www.wikidata.org/wiki/Q815859","display_name":"Language acquisition","level":2,"score":0.45699092745780945},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4319847822189331},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37413930892944336},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08340787887573242},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coginfocom.2013.6719269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coginfocom.2013.6719269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W34166428","https://openalex.org/W160037111","https://openalex.org/W1990517717","https://openalex.org/W2016090750","https://openalex.org/W2017341812","https://openalex.org/W2035238564","https://openalex.org/W2060277733","https://openalex.org/W2108145097","https://openalex.org/W2168701898","https://openalex.org/W2185859000","https://openalex.org/W4245176872","https://openalex.org/W6606337505","https://openalex.org/W6686508619"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":{"Based":[0,43],"on":[1,44],"the":[2,19,38,67,89,94,106,134],"incremental":[3],"nature":[4],"of":[5,22,40,122],"knowledge":[6],"learning,":[7],"in":[8,105],"this":[9],"study":[10],"a":[11,119,129,149],"growing":[12],"self-organizing":[13],"neural":[14],"network":[15,107,139],"approach":[16,147],"for":[17,152],"modeling":[18,153],"acquisition":[20],"process":[21,71],"semantic":[23,90,100,154],"features":[24],"is":[25,33,63,148],"proposed.":[26],"The":[27],"Growing":[28],"Self-Organizing":[29],"Map":[30],"(GSOM)":[31],"algorithm":[32],"extended":[34],"and":[35,59,69,74,109,114,137],"applied":[36],"to":[37,65,87,118,128],"problem":[39],"language":[41,157],"acquisition.":[42,158],"that":[45,81,97,110,144],"algorithm,":[46],"experiments":[47],"are":[48],"conducted":[49],"using":[50],"Standard":[51],"German":[52],"children's":[53],"books":[54],"corpus.":[55],"A":[56],"cyclic":[57,112],"reinforcing":[58,113],"reviewing":[60,115],"training":[61,95,116],"procedure":[62],"introduced":[64],"model":[66],"teaching":[68],"learning":[70,155],"between":[72],"children":[73],"their":[75],"communication":[76],"partners.":[77],"Experimental":[78],"results":[79],"indicate":[80],"(1)":[82],"GSOM":[83,146],"has":[84],"good":[85,150],"ability":[86],"learn":[88],"categories":[91],"presented":[92],"within":[93],"data,":[96],"(2)":[98],"clear":[99],"boundaries":[101],"can":[102],"be":[103],"found":[104],"representation,":[108],"(3)":[111],"leads":[117],"detailed":[120,130],"categorization":[121],"lexical":[123],"items":[124],"as":[125,127],"well":[126],"clustering,":[131],"while":[132],"keeping":[133],"already-learned":[135],"clusters":[136],"already-developed":[138],"structure":[140],"stable.":[141],"Experiments":[142],"show":[143],"our":[145],"method":[151],"during":[156]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}