{"id":"https://openalex.org/W1968256117","doi":"https://doi.org/10.1145/2389686.2389701","title":"Recommendations using linked data","display_name":"Recommendations using linked data","publication_year":2012,"publication_date":"2012-11-02","ids":{"openalex":"https://openalex.org/W1968256117","doi":"https://doi.org/10.1145/2389686.2389701","mag":"1968256117"},"language":"en","primary_location":{"id":"doi:10.1145/2389686.2389701","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2389686.2389701","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Ph.D. workshop on Information and knowledge","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/A5061480852","display_name":"Rouzbeh Meymandpour","orcid":"https://orcid.org/0000-0002-0758-8690"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Rouzbeh Meymandpour","raw_affiliation_strings":["The University of Sydney, Sydney, Australia","The University of Sydney Sydney, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"The University of Sydney Sydney, Australia#TAB#","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036670654","display_name":"Joseph G. Davis","orcid":"https://orcid.org/0000-0001-9871-8771"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Joseph G. Davis","raw_affiliation_strings":["The University of Sydney, Sydney, Australia","The University of Sydney Sydney, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"The University of Sydney Sydney, Australia#TAB#","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061480852"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":0.8563,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.77595597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9997000098228455,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9997000098228455,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"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/T11106","display_name":"Data Management and Algorithms","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8472638130187988},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.6864246726036072},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.595995306968689},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.5423951148986816},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.5270143747329712},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5082137584686279},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4928036034107208},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.49084001779556274},{"id":"https://openalex.org/keywords/semantic-technology","display_name":"Semantic technology","score":0.44532740116119385},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4335657060146332},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41834020614624023},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4081026017665863},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.395150363445282},{"id":"https://openalex.org/keywords/social-semantic-web","display_name":"Social Semantic Web","score":0.3094317317008972},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1420639455318451}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8472638130187988},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.6864246726036072},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.595995306968689},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.5423951148986816},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.5270143747329712},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5082137584686279},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4928036034107208},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.49084001779556274},{"id":"https://openalex.org/C6881194","wikidata":"https://www.wikidata.org/wiki/Q7449091","display_name":"Semantic technology","level":4,"score":0.44532740116119385},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4335657060146332},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41834020614624023},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4081026017665863},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.395150363445282},{"id":"https://openalex.org/C534406577","wikidata":"https://www.wikidata.org/wiki/Q7550843","display_name":"Social Semantic Web","level":3,"score":0.3094317317008972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1420639455318451},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2389686.2389701","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2389686.2389701","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Ph.D. workshop on Information and knowledge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W10647322","https://openalex.org/W23685451","https://openalex.org/W102708294","https://openalex.org/W194349787","https://openalex.org/W281665770","https://openalex.org/W1412447802","https://openalex.org/W1486403915","https://openalex.org/W1487060125","https://openalex.org/W1495302112","https://openalex.org/W1522930108","https://openalex.org/W1524870477","https://openalex.org/W1540609783","https://openalex.org/W1570159982","https://openalex.org/W1597703625","https://openalex.org/W1647729745","https://openalex.org/W1668989518","https://openalex.org/W1681335408","https://openalex.org/W1690919088","https://openalex.org/W1700279323","https://openalex.org/W1708929555","https://openalex.org/W1752399366","https://openalex.org/W1913451680","https://openalex.org/W1970264778","https://openalex.org/W1978697738","https://openalex.org/W1987869189","https://openalex.org/W1992419399","https://openalex.org/W1999348851","https://openalex.org/W2015191210","https://openalex.org/W2032717442","https://openalex.org/W2039759410","https://openalex.org/W2048562911","https://openalex.org/W2056105869","https://openalex.org/W2060948468","https://openalex.org/W2087739686","https://openalex.org/W2096598900","https://openalex.org/W2097184821","https://openalex.org/W2099495349","https://openalex.org/W2103318667","https://openalex.org/W2117831564","https://openalex.org/W2120779048","https://openalex.org/W2123457740","https://openalex.org/W2124957697","https://openalex.org/W2127480961","https://openalex.org/W2136480620","https://openalex.org/W2137079713","https://openalex.org/W2144982164","https://openalex.org/W2156543375","https://openalex.org/W2162691596","https://openalex.org/W2171960770","https://openalex.org/W2242459625","https://openalex.org/W2329627532","https://openalex.org/W2537776804","https://openalex.org/W2611894836","https://openalex.org/W2950225692","https://openalex.org/W2953332543","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2779513816","https://openalex.org/W2025728896","https://openalex.org/W2013055153","https://openalex.org/W2189209437","https://openalex.org/W4252741181","https://openalex.org/W1985397115","https://openalex.org/W2111235920","https://openalex.org/W2069492413","https://openalex.org/W2068597994","https://openalex.org/W2297538506"],"abstract_inverted_index":{"Linked":[0,29,49,85],"Data":[1,30,50],"offers":[2],"new":[3],"opportunities":[4],"for":[5,94],"Semantic":[6],"Web-based":[7],"application":[8],"development":[9],"by":[10],"connecting":[11],"structured":[12],"information":[13,58],"from":[14],"various":[15],"domains.":[16],"These":[17],"technologies":[18],"allow":[19,67],"machines":[20],"and":[21,27,31,44,57,91,107],"software":[22],"agents":[23],"to":[24,41],"automatically":[25],"interpret":[26],"consume":[28],"provide":[32],"users":[33],"with":[34],"intelligent":[35],"query":[36],"answering":[37],"services.":[38],"In":[39,71,87],"order":[40],"enable":[42],"advanced":[43],"innovative":[45],"semantic":[46],"applications":[47],"of":[48,84,97,103],"such":[51],"as":[52],"recommendation,":[53],"social":[54],"network":[55],"analysis,":[56],"clustering,":[59],"a":[60,76],"fundamental":[61],"requirement":[62],"is":[63],"systematic":[64],"metrics":[65,93],"that":[66],"comparison":[68],"between":[69],"resources.":[70,100],"this":[72],"research,":[73],"we":[74,89],"develop":[75,90],"hybrid":[77],"similarity":[78],"metric":[79],"based":[80],"on":[81],"the":[82],"characteristics":[83],"Data.":[86],"particular,":[88],"demonstrate":[92],"providing":[95],"recommendations":[96],"closely":[98],"related":[99],"The":[101],"results":[102],"our":[104],"preliminary":[105],"experiments":[106],"future":[108],"directions":[109],"are":[110],"also":[111],"presented.":[112]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
