{"id":"https://openalex.org/W7131077420","doi":"https://doi.org/10.1007/s41060-025-00964-z","title":"An LLM-driven context-aware recommendation system integrating NLP for enhanced social media personalization","display_name":"An LLM-driven context-aware recommendation system integrating NLP for enhanced social media personalization","publication_year":2026,"publication_date":"2026-02-23","ids":{"openalex":"https://openalex.org/W7131077420","doi":"https://doi.org/10.1007/s41060-025-00964-z"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-025-00964-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00964-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-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/A5126652993","display_name":"Qiwei Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiwei Yang","raw_affiliation_strings":["Maynooth International Engineering College, Fuzhou University, Fuzhou, 350108, Fujian, China"],"affiliations":[{"raw_affiliation_string":"Maynooth International Engineering College, Fuzhou University, Fuzhou, 350108, Fujian, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126583039","display_name":"Wei Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]},{"id":"https://openalex.org/I4210164009","display_name":"Guangdong Baiyun University","ror":"https://ror.org/04wmrj902","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210164009"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Sun","raw_affiliation_strings":["School of Literature and Communication, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","School of Media, Guangdong Baiyun University, Guangzhou, 510665, China"],"affiliations":[{"raw_affiliation_string":"School of Literature and Communication, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Media, Guangdong Baiyun University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210164009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064609573","display_name":"Mehdi Habibi","orcid":"https://orcid.org/0000-0003-4672-0516"},"institutions":[{"id":"https://openalex.org/I25010766","display_name":"Hali\u00e7 University","ror":"https://ror.org/022xhck05","country_code":"TR","type":"education","lineage":["https://openalex.org/I25010766"]},{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN","TR"],"is_corresponding":false,"raw_author_name":"Mostafa Habibi","raw_affiliation_strings":["Department of\nMechanical Engineering, Faculty of Engineering, Hali\u00e7 University, Istanbul, Turkey","Department of Biomaterials, Saveetha Dental College and Hospital, Saveetha Institute of Medical and Technical Sciences, Chennai, India"],"affiliations":[{"raw_affiliation_string":"Department of\nMechanical Engineering, Faculty of Engineering, Hali\u00e7 University, Istanbul, Turkey","institution_ids":["https://openalex.org/I25010766"]},{"raw_affiliation_string":"Department of Biomaterials, Saveetha Dental College and Hospital, Saveetha Institute of Medical and Technical Sciences, Chennai, India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126634019","display_name":"Ibrahim Albaijan","orcid":null},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ibrahim Albaijan","raw_affiliation_strings":["Mechanical Engineering Department, College of Engineering et al Kharj, Prince Sattam Bin Abdulaziz University, 16273, Al Kharj, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, College of Engineering et al Kharj, Prince Sattam Bin Abdulaziz University, 16273, Al Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5126583039"],"corresponding_institution_ids":["https://openalex.org/I4210122543","https://openalex.org/I4210164009"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.58618839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.7677000164985657,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.7677000164985657,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.07000000029802322,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.021800000220537186,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/personalization","display_name":"Personalization","score":0.8105000257492065},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7092999815940857},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6886000037193298},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.573199987411499},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.39309999346733093},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.3799999952316284},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.37700000405311584},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.3700999915599823}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8374000191688538},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8105000257492065},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7092999815940857},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6886000037193298},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.573199987411499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5358999967575073},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.39309999346733093},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.3799999952316284},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.37700000405311584},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.3700999915599823},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3662000000476837},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3626999855041504},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34790000319480896},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.3476000130176544},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33660000562667847},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32739999890327454},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.3124000132083893},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3003999888896942},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.26600000262260437},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.26330000162124634},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.26010000705718994},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.25690001249313354},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-025-00964-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00964-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1986050033","https://openalex.org/W2972589862","https://openalex.org/W3163044141","https://openalex.org/W4226201142","https://openalex.org/W4288052590","https://openalex.org/W4315607521","https://openalex.org/W4316670312","https://openalex.org/W4323065956","https://openalex.org/W4380091056","https://openalex.org/W4380989763","https://openalex.org/W4385549611","https://openalex.org/W4385614271","https://openalex.org/W4385741492","https://openalex.org/W4387336354","https://openalex.org/W4387374535","https://openalex.org/W4388663964","https://openalex.org/W4391070244","https://openalex.org/W4391553717","https://openalex.org/W4391692191","https://openalex.org/W4391713514","https://openalex.org/W4391867272","https://openalex.org/W4392196517","https://openalex.org/W4393281755","https://openalex.org/W4394019051","https://openalex.org/W4394897028","https://openalex.org/W4396523446","https://openalex.org/W4396831575","https://openalex.org/W4399187011","https://openalex.org/W4399485422","https://openalex.org/W4399617935","https://openalex.org/W4399794065","https://openalex.org/W4399908649","https://openalex.org/W4400191939","https://openalex.org/W4401056489","https://openalex.org/W4402037621","https://openalex.org/W4403334308","https://openalex.org/W4403401601","https://openalex.org/W4403412024","https://openalex.org/W4403893406","https://openalex.org/W4403905631","https://openalex.org/W4404242347","https://openalex.org/W4405143323","https://openalex.org/W4405230030","https://openalex.org/W4405300788","https://openalex.org/W4405437202","https://openalex.org/W4405893295","https://openalex.org/W4406714995"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-24T06:20:37.074948","created_date":"2026-02-24T00:00:00"}
