{"id":"https://openalex.org/W4406964864","doi":"https://doi.org/10.1007/s00521-024-10949-x","title":"Enhanced model for abstractive Arabic text summarization using natural language generation and named entity recognition","display_name":"Enhanced model for abstractive Arabic text summarization using natural language generation and named entity recognition","publication_year":2025,"publication_date":"2025-01-30","ids":{"openalex":"https://openalex.org/W4406964864","doi":"https://doi.org/10.1007/s00521-024-10949-x"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-10949-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10949-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10949-x.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10949-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083117135","display_name":"Nada Essa","orcid":"https://orcid.org/0000-0002-2431-507X"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Nada Essa","raw_affiliation_strings":["Department of Information Technology, Faculty of Computer and Information Science, Mansoura University, Mansoura, 35516, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computer and Information Science, Mansoura University, Mansoura, 35516, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062839054","display_name":"M. M. El-Gayar","orcid":"https://orcid.org/0000-0002-4644-1835"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"M. M. El-Gayar","raw_affiliation_strings":["Department of Information Technology, Faculty of Computer and Information Science, Mansoura University, Mansoura, 35516, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-4644-1835","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computer and Information Science, Mansoura University, Mansoura, 35516, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110098967","display_name":"Eman Eldaydamony","orcid":null},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Eman M. El-Daydamony","raw_affiliation_strings":["Department of Information Technology, Faculty of Computer and Information Science, Mansoura University, Mansoura, 35516, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computer and Information Science, Mansoura University, Mansoura, 35516, Egypt","institution_ids":["https://openalex.org/I159247623"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083117135"],"corresponding_institution_ids":["https://openalex.org/I159247623"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":14.9639,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.98573198,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"37","issue":"10","first_page":"7279","last_page":"7301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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":0.9998000264167786,"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/T10181","display_name":"Natural Language Processing Techniques","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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9783999919891357,"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/automatic-summarization","display_name":"Automatic summarization","score":0.8798969984054565},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8194786310195923},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7689869403839111},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.745887279510498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6605032682418823},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.5815330743789673},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.5233898758888245},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.43565744161605835},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3690483570098877},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.07916393876075745},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.06982052326202393},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.059132784605026245}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8798969984054565},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8194786310195923},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7689869403839111},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.745887279510498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6605032682418823},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.5815330743789673},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.5233898758888245},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.43565744161605835},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3690483570098877},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.07916393876075745},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.06982052326202393},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.059132784605026245},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-10949-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10949-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10949-x.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00521-024-10949-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10949-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10949-x.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325716","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406964864.pdf","grobid_xml":"https://content.openalex.org/works/W4406964864.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1955311981","https://openalex.org/W1996525758","https://openalex.org/W2019977376","https://openalex.org/W2101105183","https://openalex.org/W2112652686","https://openalex.org/W2170021941","https://openalex.org/W2250659129","https://openalex.org/W2471147443","https://openalex.org/W2492040328","https://openalex.org/W2604799547","https://openalex.org/W2767277178","https://openalex.org/W2911656629","https://openalex.org/W2912338293","https://openalex.org/W2948589047","https://openalex.org/W3005922161","https://openalex.org/W3017327140","https://openalex.org/W3018086583","https://openalex.org/W3023871990","https://openalex.org/W3041181542","https://openalex.org/W3106445907","https://openalex.org/W3173360659","https://openalex.org/W4200068734","https://openalex.org/W4226069095","https://openalex.org/W4281673723","https://openalex.org/W4281695429","https://openalex.org/W4283734499","https://openalex.org/W4309988928","https://openalex.org/W4316467631"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W4306886878","https://openalex.org/W2973759123","https://openalex.org/W1517524280"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"the":[2,82],"rise":[3],"of":[4],"Arabic":[5,14,33,111],"digital":[6],"content,":[7],"effective":[8],"summarization":[9,16],"methods":[10],"are":[11],"essential.":[12],"Current":[13],"text":[15,112],"systems":[17],"face":[18],"challenges":[19],"such":[20],"as":[21],"language":[22,57],"complexity":[23],"and":[24,48,73,92,102],"vocabulary":[25],"limitations.":[26],"We":[27],"introduce":[28],"an":[29],"innovative":[30],"framework":[31],"using":[32],"Named":[34],"Entity":[35],"Recognition":[36],"to":[37,61],"enhance":[38],"abstractive":[39],"summarization,":[40,113],"crucial":[41],"for":[42,110],"NLP":[43,116],"applications":[44],"like":[45],"question":[46],"answering":[47],"knowledge":[49],"graph":[50],"construction.":[51],"Our":[52],"model,":[53],"based":[54],"on":[55,81],"natural":[56],"generation":[58],"techniques,":[59],"adapts":[60],"diverse":[62],"datasets.":[63],"It":[64],"identifies":[65],"key":[66],"information,":[67],"synthesizes":[68],"it":[69],"into":[70],"coherent":[71],"summaries,":[72],"ensures":[74],"grammatical":[75],"accuracy":[76,95],"through":[77],"deep":[78],"learning.":[79],"Evaluated":[80],"EASC":[83],"dataset,":[84],"our":[85],"model":[86],"achieved":[87],"a":[88,93,107],"74%":[89],"ROUGE1":[90],"score":[91],"97.6%":[94],"in":[96],"semantic":[97],"coherence,":[98],"with":[99],"high":[100],"readability":[101],"relevance":[103],"scores.":[104],"This":[105],"sets":[106],"new":[108],"standard":[109],"greatly":[114],"improving":[115],"information":[117],"processing.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}