{"id":"https://openalex.org/W2910010352","doi":"https://doi.org/10.1109/icecocs.2018.8610611","title":"The new deep learning architecture based on GRU and word2vec","display_name":"The new deep learning architecture based on GRU and word2vec","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2910010352","doi":"https://doi.org/10.1109/icecocs.2018.8610611","mag":"2910010352"},"language":"en","primary_location":{"id":"doi:10.1109/icecocs.2018.8610611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecocs.2018.8610611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)","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/A5111647935","display_name":"A.N. Atassi","orcid":null},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Abdelhamid Atassi","raw_affiliation_strings":["MISC Laboratory, Faculty of Sciences of Ibn Tofail University, K\u00e9nitra, Morocco"],"affiliations":[{"raw_affiliation_string":"MISC Laboratory, Faculty of Sciences of Ibn Tofail University, K\u00e9nitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047126111","display_name":"Ikram El Azami","orcid":"https://orcid.org/0000-0002-9204-7759"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ikram El Azami","raw_affiliation_strings":["MISC Laboratory, Faculty of Sciences of Ibn Tofail University, K\u00e9nitra, Morocco"],"affiliations":[{"raw_affiliation_string":"MISC Laboratory, Faculty of Sciences of Ibn Tofail University, K\u00e9nitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054930436","display_name":"Abdelalim Sadiq","orcid":"https://orcid.org/0000-0003-1478-8807"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelalim Sadiq","raw_affiliation_strings":["MISC Laboratory, Faculty of Sciences of Ibn Tofail University, K\u00e9nitra, Morocco"],"affiliations":[{"raw_affiliation_string":"MISC Laboratory, Faculty of Sciences of Ibn Tofail University, K\u00e9nitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111647935"],"corresponding_institution_ids":["https://openalex.org/I3121676899"],"apc_list":null,"apc_paid":null,"fwci":0.3257,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.69392422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9980000257492065,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9973999857902527,"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":0.8563645482063293},{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2vec","score":0.8309411406517029},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7071620225906372},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.699443519115448},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6848054528236389},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6818140745162964},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5768981575965881},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.516916036605835},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43665793538093567}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8563645482063293},{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.8309411406517029},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7071620225906372},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.699443519115448},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6848054528236389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6818140745162964},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5768981575965881},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.516916036605835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43665793538093567},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecocs.2018.8610611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecocs.2018.8610611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5600000023841858,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W581956982","https://openalex.org/W1832693441","https://openalex.org/W2117130368","https://openalex.org/W2120615054","https://openalex.org/W2133564696","https://openalex.org/W2153579005","https://openalex.org/W2168681026","https://openalex.org/W2265846598","https://openalex.org/W2523246573","https://openalex.org/W2964308564","https://openalex.org/W4294170691","https://openalex.org/W6600284362","https://openalex.org/W6682691769","https://openalex.org/W6693505360"],"related_works":["https://openalex.org/W4206951940","https://openalex.org/W4293868382","https://openalex.org/W4382602594","https://openalex.org/W4387850423","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"our":[3,109],"new":[4,50,64,91],"deep":[5],"learning":[6],"system":[7,22,36,51,65,92],"based":[8,52],"on":[9,53],"a":[10,49,86,105],"comparison":[11,46],"between":[12],"GRU":[13],"and":[14,114],"CNN.":[15],"Initially":[16],"we":[17,30,47,84],"start":[18],"with":[19,33],"the":[20,34,54,58,68,75,81,94,111,117],"first":[21],"which":[23,29,37],"uses":[24,38],"Convolutional":[25],"Neural":[26],"Network":[27],"(CNN)":[28],"will":[31,66],"compare":[32],"second":[35],"Gated":[39],"Recurrent":[40],"Unit":[41],"(GRU).":[42],"And":[43],"through":[44],"this":[45,63,90],"propose":[48,85],"positive":[55],"points":[56],"of":[57,71,77,96],"two":[59],"previous":[60],"systems.":[61,79],"Therefore,":[62],"take":[67],"right":[69],"choice":[70],"hyperparameters":[72],"recommended":[73],"by":[74],"authors":[76],"both":[78],"At":[80],"final":[82],"stage":[83],"method":[87],"to":[88,93],"apply":[89],"dataset":[95],"different":[97],"languages":[98],"(used":[99],"especially":[100],"in":[101,108],"socials":[102],"networks)":[103],"around":[104],"single":[106],"subject,":[107],"case":[110],"sport":[112],"domain":[113],"more":[115],"specifically":[116],"world":[118],"cup.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}