{"id":"https://openalex.org/W4381744190","doi":"https://doi.org/10.1109/cscwd57460.2023.10152701","title":"A Constraint-based Recommender System via RDF Knowledge Graphs","display_name":"A Constraint-based Recommender System via RDF Knowledge Graphs","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4381744190","doi":"https://doi.org/10.1109/cscwd57460.2023.10152701"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd57460.2023.10152701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd57460.2023.10152701","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2307.10702","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036861127","display_name":"Ngoc Luyen L\u00ea","orcid":"https://orcid.org/0000-0002-2043-0679"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210088387","display_name":"Heuristics and Diagnostics for Complex Systems","ror":"https://ror.org/0075hvk77","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210088387","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Ngoc Luyen Le","raw_affiliation_strings":["Universit&#x00E9; de Technologie de Compi&#x00E8;gne,CNRS, Heudiasyc (Heuristics and Diagnosis of Complex Systems),Compi&#x00E8;gne Cedex,France,CS 60319 - 60203"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Technologie de Compi&#x00E8;gne,CNRS, Heudiasyc (Heuristics and Diagnosis of Complex Systems),Compi&#x00E8;gne Cedex,France,CS 60319 - 60203","institution_ids":["https://openalex.org/I4210088387","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064018319","display_name":"Marie\u2010H\u00e9l\u00e8ne Abel","orcid":"https://orcid.org/0000-0003-1812-6763"},"institutions":[{"id":"https://openalex.org/I4210088387","display_name":"Heuristics and Diagnostics for Complex Systems","ror":"https://ror.org/0075hvk77","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210088387","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-H\u00e9l\u00e8ne Abel","raw_affiliation_strings":["Universit&#x00E9; de Technologie de Compi&#x00E8;gne,CNRS, Heudiasyc (Heuristics and Diagnosis of Complex Systems),Compi&#x00E8;gne Cedex,France,CS 60319 - 60203"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Technologie de Compi&#x00E8;gne,CNRS, Heudiasyc (Heuristics and Diagnosis of Complex Systems),Compi&#x00E8;gne Cedex,France,CS 60319 - 60203","institution_ids":["https://openalex.org/I4210088387","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087789212","display_name":"Philippe Gouspillou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Philippe Gouspillou","raw_affiliation_strings":["Vivocaz,Mercin-et-Vaux,France,02200","Vivocaz (8B Rue de la gare, 02200, Mercin-et-vaux - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vivocaz,Mercin-et-Vaux,France,02200","institution_ids":[]},{"raw_affiliation_string":"Vivocaz (8B Rue de la gare, 02200, Mercin-et-vaux - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036861127"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210088387"],"apc_list":null,"apc_paid":null,"fwci":3.5765,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93589,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"849","last_page":"854"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9980999827384949,"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":0.9980999827384949,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9944000244140625,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/recommender-system","display_name":"Recommender system","score":0.8334581851959229},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8083351850509644},{"id":"https://openalex.org/keywords/rdf","display_name":"RDF","score":0.7123732566833496},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.6884896755218506},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6789847612380981},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.49831533432006836},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4787675440311432},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4760044515132904},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.43132615089416504},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3605217933654785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2859887182712555},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.23756298422813416},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10009765625}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8334581851959229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8083351850509644},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.7123732566833496},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.6884896755218506},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6789847612380981},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.49831533432006836},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4787675440311432},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4760044515132904},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.43132615089416504},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3605217933654785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2859887182712555},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.23756298422813416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10009765625},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cscwd57460.2023.10152701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd57460.2023.10152701","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2307.10702","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2307.10702","pdf_url":"https://arxiv.org/pdf/2307.10702","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-04161345v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04161345","pdf_url":"https://hal.science/hal-04161345/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"26th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2023), May 2023, Rio de Janeiro, Brazil. pp.849-854, &#x27E8;10.1109/CSCWD57460.2023.10152701&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2307.10702","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2307.10702","pdf_url":"https://arxiv.org/pdf/2307.10702","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4381744190.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1487060125","https://openalex.org/W1532978476","https://openalex.org/W1562643504","https://openalex.org/W1927008925","https://openalex.org/W2007900820","https://openalex.org/W2039722901","https://openalex.org/W2044807464","https://openalex.org/W2121439896","https://openalex.org/W2131785201","https://openalex.org/W2171960770","https://openalex.org/W2227530665","https://openalex.org/W2954033373","https://openalex.org/W3013532987","https://openalex.org/W4213114639","https://openalex.org/W4226084590","https://openalex.org/W4296267043","https://openalex.org/W4308692797"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W4292070284","https://openalex.org/W4386298164","https://openalex.org/W4312933959","https://openalex.org/W4229080059","https://openalex.org/W4286257253","https://openalex.org/W2916853871"],"abstract_inverted_index":{"Knowledge":[0],"graphs,":[1,81],"represented":[2],"in":[3,28,89,134],"RDF,":[4],"are":[5,60],"able":[6,129],"to":[7,73,113,130],"model":[8],"entities":[9],"and":[10,35,40,51,55,99],"their":[11],"relations":[12],"by":[13],"means":[14],"of":[15,19,65,91,103,120],"ontologies.":[16],"The":[17,118],"use":[18],"knowledge":[20,44,70,80,110],"graphs":[21,111],"for":[22],"information":[23],"modeling":[24],"has":[25],"attracted":[26],"interest":[27],"recent":[29],"years.":[30],"In":[31,94],"recommender":[32,58,84,106],"systems,":[33],"items":[34],"users":[36,54],"can":[37,47],"be":[38],"mapped":[39],"integrated":[41],"into":[42],"the":[43,63,101,114,125],"graph,":[45],"which":[46],"represent":[48],"more":[49],"links":[50],"relationships":[52],"between":[53],"items.":[56],"Constraint-based":[57],"systems":[59],"based":[61],"on":[62],"idea":[64],"explicitly":[66],"exploiting":[67],"deep":[68],"recommendation":[69],"through":[71],"constraints":[72],"identify":[74,132],"relevant":[75],"recommendations.":[76],"When":[77],"combined":[78],"with":[79,136],"a":[82,104],"constraint-based":[83,105],"system":[85,107],"gains":[86],"several":[87],"benefits":[88],"terms":[90],"constraint":[92],"sets.":[93],"this":[95],"paper,":[96],"we":[97],"investigate":[98],"propose":[100],"construction":[102],"via":[108],"RDF":[109],"applied":[112],"vehicle":[115],"purchase/sale":[116],"domain.":[117],"results":[119],"our":[121],"experiments":[122],"show":[123],"that":[124],"proposed":[126],"approach":[127],"is":[128],"efficiently":[131],"recommendations":[133],"accordance":[135],"user":[137],"preferences.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
