{"id":"https://openalex.org/W2744640247","doi":"https://doi.org/10.1145/3106426.3120963","title":"Improving content based recommender systems using linked data cloud and FOAF vocabulary","display_name":"Improving content based recommender systems using linked data cloud and FOAF vocabulary","publication_year":2017,"publication_date":"2017-08-10","ids":{"openalex":"https://openalex.org/W2744640247","doi":"https://doi.org/10.1145/3106426.3120963","mag":"2744640247"},"language":"en","primary_location":{"id":"doi:10.1145/3106426.3120963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106426.3120963","pdf_url":null,"source":{"id":"https://openalex.org/S4306524158","display_name":"Proceedings of the International Conference on Web Intelligence","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Web Intelligence","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/A5062822407","display_name":"Hanane Zitouni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Hanane Zitouni","raw_affiliation_strings":["University Abdelhamid Mehri, Constantine, Algeria"],"affiliations":[{"raw_affiliation_string":"University Abdelhamid Mehri, Constantine, Algeria","institution_ids":["https://openalex.org/I4210160465"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084412445","display_name":"Souham Meshoul","orcid":"https://orcid.org/0000-0002-9072-5878"},"institutions":[{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Souham Meshoul","raw_affiliation_strings":["University Abdelhamid Mehri, Constantine, Algeria"],"affiliations":[{"raw_affiliation_string":"University Abdelhamid Mehri, Constantine, Algeria","institution_ids":["https://openalex.org/I4210160465"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058003477","display_name":"Kamel Taouche","orcid":null},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kamel Taouche","raw_affiliation_strings":["Claude Bernard Lyon 1 University, France"],"affiliations":[{"raw_affiliation_string":"Claude Bernard Lyon 1 University, France","institution_ids":["https://openalex.org/I100532134"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062822407"],"corresponding_institution_ids":["https://openalex.org/I4210160465"],"apc_list":null,"apc_paid":null,"fwci":0.3511,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.57094266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"988","last_page":"992"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9936000108718872,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9843000173568726,"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/computer-science","display_name":"Computer science","score":0.8682993650436401},{"id":"https://openalex.org/keywords/movielens","display_name":"MovieLens","score":0.8328472971916199},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6966407299041748},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6936807036399841},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6926364898681641},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.6352171301841736},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.5937157869338989},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5250375270843506},{"id":"https://openalex.org/keywords/vector-space-model","display_name":"Vector space model","score":0.4543447196483612},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.43709996342658997},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4133654534816742},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.390278160572052},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.3891889750957489}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8682993650436401},{"id":"https://openalex.org/C2776156558","wikidata":"https://www.wikidata.org/wiki/Q4353746","display_name":"MovieLens","level":4,"score":0.8328472971916199},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6966407299041748},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6936807036399841},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6926364898681641},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.6352171301841736},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.5937157869338989},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5250375270843506},{"id":"https://openalex.org/C89686163","wikidata":"https://www.wikidata.org/wiki/Q1187982","display_name":"Vector space model","level":2,"score":0.4543447196483612},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.43709996342658997},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4133654534816742},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.390278160572052},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.3891889750957489},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3106426.3120963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106426.3120963","pdf_url":null,"source":{"id":"https://openalex.org/S4306524158","display_name":"Proceedings of the International Conference on Web Intelligence","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Web Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W281665770","https://openalex.org/W296334585","https://openalex.org/W756168069","https://openalex.org/W1484056211","https://openalex.org/W1808782381","https://openalex.org/W1956559956","https://openalex.org/W1985658893","https://openalex.org/W2104270759","https://openalex.org/W2116194234","https://openalex.org/W2144211451","https://openalex.org/W2165612380","https://openalex.org/W2204283103","https://openalex.org/W2325227998","https://openalex.org/W2593926342"],"related_works":["https://openalex.org/W2355698112","https://openalex.org/W2022984797","https://openalex.org/W4394818607","https://openalex.org/W2986679525","https://openalex.org/W2797500822","https://openalex.org/W2794458286","https://openalex.org/W4205822456","https://openalex.org/W4299358966","https://openalex.org/W2537367858","https://openalex.org/W4288082747"],"abstract_inverted_index":{"With":[0],"the":[1,7,21,33,80,98,108,150,154,162,172],"deluge":[2],"of":[3,82,97,156,171],"data":[4,84,105,146,178],"published":[5],"on":[6,25,88,131,167,176],"web,":[8],"it":[9],"becomes":[10],"even":[11],"more":[12],"difficult":[13],"for":[14],"a":[15,35,65,113,124],"user":[16,36,87],"to":[17,20,30,39,73,77,102,122,152],"get":[18],"access":[19],"relevant":[22],"information":[23,48,109],"based":[24,58,130],"his":[26],"preferences.":[27],"In":[28],"order":[29],"accurately":[31],"predict":[32],"preference":[34],"would":[37],"give":[38],"an":[40,46,71],"item,":[41],"recommender":[42],"systems":[43],"should":[44],"use":[45],"effective":[47],"filtering":[49,59,63,110],"engine.":[50],"This":[51,68],"task":[52],"can":[53],"be":[54],"achieved":[55],"using":[56,112],"content":[57,155],"(CBF)":[60],"or":[61,64],"collaborative":[62],"hybrid":[66],"approach.":[67],"work":[69],"describes":[70],"approach":[72,100,174],"CBF":[74],"that":[75],"aims":[76],"deal":[78],"with":[79],"issues":[81],"unstructured":[83],"and":[85,159],"new":[86,125],"which":[89,148],"existing":[90],"approaches":[91],"perform":[92],"poorly.":[93],"The":[94],"basic":[95],"feature":[96],"proposed":[99,173],"is":[101,120],"incorporate":[103],"linked":[104],"cloud":[106,147],"into":[107],"process":[111],"semantic":[114],"space":[115],"vector":[116],"model.":[117],"FOAF":[118,133],"vocabulary":[119],"used":[121],"define":[123],"distance":[126],"measure":[127],"between":[128],"users":[129],"their":[132],"profiles.":[134],"Unstructured":[135],"items":[136,158],"representations":[137],"are":[138],"enhanced":[139],"by":[140],"additional":[141],"attributes":[142],"extracted":[143],"from":[144],"Linked":[145],"alleviates":[149],"burden":[151],"analyze":[153],"these":[157],"therefore":[160],"reduces":[161],"computational":[163],"cost.":[164],"We":[165],"report":[166],"some":[168],"promising":[169],"experiments":[170],"performed":[175],"MovieLens":[177],"sets.":[179]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}