{"id":"https://openalex.org/W2006394228","doi":"https://doi.org/10.3390/fi5040490","title":"Semantic and Time-Dependent Expertise Profiling Models in Community-Driven Knowledge Curation Platforms","display_name":"Semantic and Time-Dependent Expertise Profiling Models in Community-Driven Knowledge Curation Platforms","publication_year":2013,"publication_date":"2013-10-11","ids":{"openalex":"https://openalex.org/W2006394228","doi":"https://doi.org/10.3390/fi5040490","mag":"2006394228"},"language":"en","primary_location":{"id":"doi:10.3390/fi5040490","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi5040490","pdf_url":"https://www.mdpi.com/1999-5903/5/4/490/pdf?version=1381501988","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/5/4/490/pdf?version=1381501988","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069206303","display_name":"Hasti Ziaimatin","orcid":"https://orcid.org/0000-0002-3404-5915"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Hasti Ziaimatin","raw_affiliation_strings":["eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7,  GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia","eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7, GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia"],"affiliations":[{"raw_affiliation_string":"eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7,  GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7, GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011041769","display_name":"Tudor Groza","orcid":"https://orcid.org/0000-0003-2267-8333"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tudor Groza","raw_affiliation_strings":["eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7,  GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia","eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7, GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia"],"affiliations":[{"raw_affiliation_string":"eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7,  GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7, GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019001786","display_name":"Jane Hunter","orcid":"https://orcid.org/0000-0002-7163-4137"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jane Hunter","raw_affiliation_strings":["eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7,  GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia","eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7, GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia"],"affiliations":[{"raw_affiliation_string":"eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7,  GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"eResearch Lab, School of ITEE, The University of Queensland, Australia, Room 709, Level 7, GP South Building (#78), The University of Queensland, St Lucia, QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069206303"],"corresponding_institution_ids":["https://openalex.org/I165143802"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.6179,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87750263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":"4","first_page":"490","last_page":"514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","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/T13274","display_name":"Expert finding and Q&A systems","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":0.998199999332428,"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":0.9936000108718872,"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":0.8684653043746948},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7983483076095581},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.5558388233184814},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5450693368911743},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.47673237323760986},{"id":"https://openalex.org/keywords/knowledge-modeling","display_name":"Knowledge modeling","score":0.42742660641670227},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3678058981895447},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35514193773269653},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21366465091705322}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8684653043746948},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7983483076095581},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.5558388233184814},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5450693368911743},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.47673237323760986},{"id":"https://openalex.org/C2775966667","wikidata":"https://www.wikidata.org/wiki/Q6423384","display_name":"Knowledge modeling","level":3,"score":0.42742660641670227},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3678058981895447},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35514193773269653},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21366465091705322},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/fi5040490","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi5040490","pdf_url":"https://www.mdpi.com/1999-5903/5/4/490/pdf?version=1381501988","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:efd826e8f1f449daa88e1217e32ba30c","is_oa":true,"landing_page_url":"https://doaj.org/article/efd826e8f1f449daa88e1217e32ba30c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 5, Iss 4, Pp 490-514 (2013)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/fi5040490","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi5040490","pdf_url":"https://www.mdpi.com/1999-5903/5/4/490/pdf?version=1381501988","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2006394228.pdf","grobid_xml":"https://content.openalex.org/works/W2006394228.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W19051162","https://openalex.org/W74192071","https://openalex.org/W102787101","https://openalex.org/W139119103","https://openalex.org/W155754185","https://openalex.org/W160887095","https://openalex.org/W1486078789","https://openalex.org/W1498257742","https://openalex.org/W1519066168","https://openalex.org/W1562312332","https://openalex.org/W1575508978","https://openalex.org/W1880262756","https://openalex.org/W1885822608","https://openalex.org/W1988085384","https://openalex.org/W2015191210","https://openalex.org/W2081355057","https://openalex.org/W2116235440","https://openalex.org/W2121588207","https://openalex.org/W2134967412","https://openalex.org/W2135415614","https://openalex.org/W2145065529","https://openalex.org/W2147459514","https://openalex.org/W2167214840","https://openalex.org/W2174706414","https://openalex.org/W2259067922","https://openalex.org/W2482128004","https://openalex.org/W3142534617","https://openalex.org/W4231510805","https://openalex.org/W4239696231","https://openalex.org/W4246281904","https://openalex.org/W4251249123","https://openalex.org/W6603037382","https://openalex.org/W6604181502","https://openalex.org/W6605575659","https://openalex.org/W6629132108","https://openalex.org/W6639619044","https://openalex.org/W6647475599","https://openalex.org/W6654155348","https://openalex.org/W6692169060"],"related_works":["https://openalex.org/W2538999372","https://openalex.org/W2183920283","https://openalex.org/W2111378376","https://openalex.org/W1967073618","https://openalex.org/W35257588","https://openalex.org/W2377801982","https://openalex.org/W2381880280","https://openalex.org/W2347609394","https://openalex.org/W2051029804","https://openalex.org/W2107532841"],"abstract_inverted_index":{"Online":[0],"collaboration":[1,65],"and":[2,27,36,80,95,166,189],"web-based":[3],"knowledge":[4,18,53,63,79],"sharing":[5],"have":[6],"gained":[7],"momentum":[8],"as":[9,62,161],"major":[10,88],"components":[11],"of":[12,52,58,78,93,114,131,143,182,186],"the":[13,69,76,91,112,129,141,187,190],"Web":[14],"2.0":[15],"movement.":[16],"Consequently,":[17],"embedded":[19,54],"in":[20,55,64,90,111,140,171,193],"such":[21],"platforms":[22,66],"is":[23,72,85],"no":[24],"longer":[25],"static":[26,59],"continuously":[28],"evolves":[29,175],"through":[30],"experts\u2019":[31],"micro-contributions.":[32],"Traditional":[33],"Information":[34],"Retrieval":[35],"Social":[37],"Network":[38],"Analysis":[39],"techniques":[40],"take":[41],"a":[42,50,104,137,162],"document-centric":[43],"approach":[44],"to":[45,127],"expertise":[46,109,169],"modeling":[47],"by":[48,146],"creating":[49,194],"macro-perspective":[51,71],"large":[56],"corpus":[57],"documents.":[60],"However,":[61],"changes":[67],"dynamically,":[68],"traditional":[70],"insufficient":[73],"for":[74,108,164],"tracking":[75],"evolution":[77],"expertise.":[81],"Hence,":[82],"Expertise":[83],"Profiling":[84],"presented":[86],"with":[87],"challenges":[89],"context":[92,113],"dynamic":[94],"evolving":[96,115,183],"knowledge.":[97,116],"In":[98,117,149],"our":[99,125,153],"previous":[100],"study,":[101],"we":[102,120,151],"proposed":[103],"comprehensive,":[105],"domain-independent":[106],"model":[107],"profiling":[110],"this":[118,147],"paper,":[119],"incorporate":[121],"Language":[122],"Modeling":[123],"into":[124],"methodology":[126,191],"enhance":[128],"accuracy":[130,142],"resulting":[132],"profiles.":[133,195],"Evaluation":[134],"results":[135],"indicate":[136],"significant":[138],"improvement":[139],"profiles":[144,170],"generated":[145],"approach.":[148],"addition,":[150],"present":[152],"profile":[154],"visualization":[155],"tool,":[156],"Profile":[157,177],"Explorer,":[158],"which":[159],"serves":[160],"paradigm":[163],"exploring":[165],"analyzing":[167],"time-dependent":[168],"knowledge-bases":[172],"where":[173],"content":[174],"overtime.":[176],"Explorer":[178],"facilitates":[179],"comparative":[180],"analysis":[181],"expertise,":[184],"independent":[185],"domain":[188],"used":[192]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
