{"id":"https://openalex.org/W4406894383","doi":"https://doi.org/10.1109/icaase64542.2024.10851019","title":"Multi-Head Self-Attention Based Arabic News Recommendation System","display_name":"Multi-Head Self-Attention Based Arabic News Recommendation System","publication_year":2024,"publication_date":"2024-11-09","ids":{"openalex":"https://openalex.org/W4406894383","doi":"https://doi.org/10.1109/icaase64542.2024.10851019"},"language":"en","primary_location":{"id":"doi:10.1109/icaase64542.2024.10851019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaase64542.2024.10851019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Advanced Aspects of Software Engineering (ICAASE)","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/A5116057577","display_name":"Karboua Sabrina","orcid":null},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Karboua Sabrina","raw_affiliation_strings":["Ferhat ABBAS University Setif 1,Mechatronics Laboratory,Departement of Computer Science,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"Ferhat ABBAS University Setif 1,Mechatronics Laboratory,Departement of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079674514","display_name":"Fouzi Harrag","orcid":"https://orcid.org/0000-0002-8348-7146"},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fouzi Harrag","raw_affiliation_strings":["Ferhat ABBAS University Setif 1,Mechatronics Laboratory,Departement of Computer Science,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"Ferhat ABBAS University Setif 1,Mechatronics Laboratory,Departement of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079152917","display_name":"Farid Meziane","orcid":"https://orcid.org/0000-0001-9811-6914"},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Farid Meziane","raw_affiliation_strings":["School of Computing and Engineering, University of Derby,Data Science Research Centre,United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of Derby,Data Science Research Centre,United Kingdom","institution_ids":["https://openalex.org/I22128151"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5116057577"],"corresponding_institution_ids":["https://openalex.org/I40193446"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24408873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9769999980926514,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9769999980926514,"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":0.9412999749183655,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9236000180244446,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7524142265319824},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.7441057562828064},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.5403841137886047},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4218295216560364},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41403859853744507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3903530538082123},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3213774263858795},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09871387481689453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7524142265319824},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.7441057562828064},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.5403841137886047},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4218295216560364},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41403859853744507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3903530538082123},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3213774263858795},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09871387481689453},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaase64542.2024.10851019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaase64542.2024.10851019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Advanced Aspects of Software Engineering (ICAASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1922920246","https://openalex.org/W2470673105","https://openalex.org/W2475334473","https://openalex.org/W2604662567","https://openalex.org/W2752704794","https://openalex.org/W2903803738","https://openalex.org/W2948924989","https://openalex.org/W2964536660","https://openalex.org/W2984100107","https://openalex.org/W3009376907","https://openalex.org/W3034503922","https://openalex.org/W3166581859","https://openalex.org/W3204700214","https://openalex.org/W4206610506","https://openalex.org/W4280550222","https://openalex.org/W4382136084","https://openalex.org/W6739901393","https://openalex.org/W6782995194"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4288390103","https://openalex.org/W4317039510","https://openalex.org/W4238861846"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"an":[3],"Arabic":[4,32,56,94,117],"News":[5],"Recommendation":[6],"System":[7],"(ANRS)":[8],"designed":[9],"to":[10,51,84],"enhance":[11],"personalized":[12],"news":[13,46,57,95],"recommendations":[14],"for":[15],"Arabic-speaking":[16],"users.":[17],"By":[18],"leveraging":[19],"a":[20,91,105],"multi-head":[21,49,82],"self-attention":[22,50,83],"mechanism,":[23],"the":[24,38,53,69],"proposed":[25],"model":[26],"effectively":[27],"captures":[28],"complex":[29],"dependencies":[30],"within":[31],"text,":[33],"addressing":[34],"challenges":[35],"posed":[36],"by":[37,59,75],"language's":[39],"rich":[40],"morphology":[41],"and":[42,97,114],"contextual":[43],"nuances.":[44],"The":[45],"encoder":[47,71],"uses":[48],"learn":[52],"meaning":[54],"of":[55,93,109],"articles":[58,96],"analyzing":[60],"interactions":[61],"between":[62,87],"words":[63],"in":[64],"titles,":[65],"body":[66],"text.":[67],"Meanwhile,":[68],"user":[70,73,100],"models":[72],"preferences":[74],"examining":[76],"previously":[77],"read":[78],"articles,":[79],"also":[80],"using":[81],"capture":[85],"connections":[86],"articles.":[88],"Trained":[89],"on":[90],"dataset":[92],"15":[98],"million":[99],"interaction":[101],"logs,":[102],"ANRS":[103],"achieves":[104],"high":[106],"prediction":[107],"accuracy":[108],"98.6%,":[110],"significantly":[111],"outperforming":[112],"traditional":[113],"deep":[115],"learning-based":[116],"recommendation":[118],"models.":[119]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
