{"id":"https://openalex.org/W4367603309","doi":"https://doi.org/10.1007/s10639-023-11817-2","title":"Using an explicit query and a topic model for scientific article recommendation","display_name":"Using an explicit query and a topic model for scientific article recommendation","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4367603309","doi":"https://doi.org/10.1007/s10639-023-11817-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/37361818"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-023-11817-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-023-11817-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-023-11817-2.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"Education and Information Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10639-023-11817-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088648356","display_name":"Boussaadi Smail","orcid":"https://orcid.org/0000-0002-7033-4183"},"institutions":[{"id":"https://openalex.org/I4210095777","display_name":"Centre de Recherche sur l'Information Scientifique et Technique","ror":"https://ror.org/01k1bte55","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210095777","https://openalex.org/I4210114810"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Boussaadi Smail","raw_affiliation_strings":["DTISI, Research Center on Scientific and Technical Information Cerist, Algiers, Algeria"],"raw_orcid":"https://orcid.org/0000-0002-7033-4183","affiliations":[{"raw_affiliation_string":"DTISI, Research Center on Scientific and Technical Information Cerist, Algiers, Algeria","institution_ids":["https://openalex.org/I4210095777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028922084","display_name":"Hassina Aliane","orcid":"https://orcid.org/0000-0003-3317-2741"},"institutions":[{"id":"https://openalex.org/I4210095777","display_name":"Centre de Recherche sur l'Information Scientifique et Technique","ror":"https://ror.org/01k1bte55","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210095777","https://openalex.org/I4210114810"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Hassina Aliane","raw_affiliation_strings":["Director of Information Sciences R&D Laboratory Head of Natural Language Processing and Digital Content Team Cerist, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Director of Information Sciences R&D Laboratory Head of Natural Language Processing and Digital Content Team Cerist, Algiers, Algeria","institution_ids":["https://openalex.org/I4210095777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104113675","display_name":"Ouahabi Abdeldjalil","orcid":null},"institutions":[{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ouahabi Abdeldjalil","raw_affiliation_strings":["1.Polytech Tours, Imaging anBrain, University of Tours, INSERM U930 Tours, France","1.Polytech Tours, Imaging anBrain, University of Tours, INSERM U930, Tours, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1.Polytech Tours, Imaging anBrain, University of Tours, INSERM U930 Tours, France","institution_ids":["https://openalex.org/I110017253","https://openalex.org/I154526488"]},{"raw_affiliation_string":"1.Polytech Tours, Imaging anBrain, University of Tours, INSERM U930, Tours, France","institution_ids":["https://openalex.org/I110017253","https://openalex.org/I154526488"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088648356"],"corresponding_institution_ids":["https://openalex.org/I4210095777"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":3.0768,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92515077,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"28","issue":"12","first_page":"15657","last_page":"15670"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","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/T13274","display_name":"Expert finding and Q&A systems","score":0.9944000244140625,"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":0.7580255270004272},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5807182788848877},{"id":"https://openalex.org/keywords/objectivity","display_name":"Objectivity (philosophy)","score":0.5514631271362305},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.4971368610858917},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47443071007728577},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.468424916267395},{"id":"https://openalex.org/keywords/digital-library","display_name":"Digital library","score":0.44764798879623413},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.44377249479293823},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44091731309890747},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43064045906066895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7580255270004272},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5807182788848877},{"id":"https://openalex.org/C2482559","wikidata":"https://www.wikidata.org/wiki/Q206330","display_name":"Objectivity (philosophy)","level":2,"score":0.5514631271362305},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.4971368610858917},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47443071007728577},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.468424916267395},{"id":"https://openalex.org/C513874922","wikidata":"https://www.wikidata.org/wiki/Q212805","display_name":"Digital library","level":3,"score":0.44764798879623413},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.44377249479293823},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44091731309890747},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43064045906066895},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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":3,"locations":[{"id":"doi:10.1007/s10639-023-11817-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-023-11817-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-023-11817-2.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"Education and Information Technologies","raw_type":"journal-article"},{"id":"pmid:37361818","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37361818","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and information technologies","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10149631","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10149631","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10149631/pdf/10639_2023_Article_11817.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Educ Inf Technol (Dordr)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10639-023-11817-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-023-11817-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-023-11817-2.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"Education and Information Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6600000262260437,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4367603309.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1015675232","https://openalex.org/W1902027874","https://openalex.org/W2135790056","https://openalex.org/W2171960770","https://openalex.org/W2338179361","https://openalex.org/W2617634511","https://openalex.org/W2907230994","https://openalex.org/W2941888498","https://openalex.org/W2962686197","https://openalex.org/W2991072473","https://openalex.org/W3011044241","https://openalex.org/W3011086770","https://openalex.org/W3043222912","https://openalex.org/W3046234941","https://openalex.org/W3135248030","https://openalex.org/W3186127805","https://openalex.org/W4226271139","https://openalex.org/W4241807961","https://openalex.org/W4283216213","https://openalex.org/W4287693215","https://openalex.org/W4323022390","https://openalex.org/W6639619044"],"related_works":["https://openalex.org/W2921491680","https://openalex.org/W2995939990","https://openalex.org/W2996839460","https://openalex.org/W4297006557","https://openalex.org/W2171515436","https://openalex.org/W2981074787","https://openalex.org/W2914864478","https://openalex.org/W4390916997","https://openalex.org/W2474958513","https://openalex.org/W4313119814"],"abstract_inverted_index":{"The":[0,59],"search":[1],"for":[2,102],"relevant":[3,64],"scientific":[4,51],"articles":[5,19,52],"is":[6,61,79,89],"a":[7,40,46,68],"crucial":[8],"step":[9],"in":[10,24,116],"any":[11],"research":[12,74],"project.":[13],"However,":[14],"the":[15,100,103,117],"vast":[16],"number":[17],"of":[18,49,56,72],"published":[20],"and":[21,37,114],"available":[22],"online":[23],"digital":[25],"databases":[26],"(Google":[27],"Scholar,":[28,30],"Semantic":[29],"etc.)":[31],"can":[32],"make":[33],"this":[34],"task":[35],"tedious":[36],"negatively":[38],"impact":[39],"researcher's":[41,69],"productivity.":[42],"This":[43],"article":[44],"proposes":[45],"new":[47],"method":[48,78],"recommending":[50],"that":[53,66,96],"takes":[54],"advantage":[55],"content-based":[57],"filtering.":[58],"challenge":[60],"to":[62,90],"target":[63],"information":[65],"meets":[67],"needs,":[70],"regardless":[71],"their":[73],"domain.":[75],"Our":[76,87,106],"recommendation":[77,104],"based":[80],"on":[81],"semantic":[82],"exploration":[83],"using":[84],"latent":[85],"factors.":[86],"goal":[88],"achieve":[91],"an":[92],"optimal":[93],"topic":[94],"model":[95],"will":[97],"serve":[98],"as":[99],"basis":[101],"process.":[105],"experiences":[107],"confirm":[108],"our":[109],"performance":[110],"expectations,":[111],"showing":[112],"relevance":[113],"objectivity":[115],"results.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}