{"id":"https://openalex.org/W2155677180","doi":"https://doi.org/10.1109/hicss.2004.1265586","title":"Knowledge discovery through visualising using virtual reality","display_name":"Knowledge discovery through visualising using virtual reality","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W2155677180","doi":"https://doi.org/10.1109/hicss.2004.1265586","mag":"2155677180"},"language":"en","primary_location":{"id":"doi:10.1109/hicss.2004.1265586","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hicss.2004.1265586","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the","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/A5072826169","display_name":"Gregory Stephens","orcid":"https://orcid.org/0009-0007-3259-6469"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"G. Stephens","raw_affiliation_strings":["School of Information Systems, Technology and Management, University of New South Wales, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Systems, Technology and Management, University of New South Wales, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015904882","display_name":"Meliha Hand\u017ei\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"M. Handzic","raw_affiliation_strings":["School of Information Systems, Technology and Management, University of New South Wales, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Systems, Technology and Management, University of New South Wales, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":0.2762,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62876128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"10 pp.","last_page":"10 pp."},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9969000220298767,"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/T13398","display_name":"Data Analysis with R","score":0.9674000144004822,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9606999754905701,"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/virtual-reality","display_name":"Virtual reality","score":0.7764413952827454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7547262907028198},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7259016633033752},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5941861271858215},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5815653800964355},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5642914772033691},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.48170047998428345},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.405910462141037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2196033000946045}],"concepts":[{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.7764413952827454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7547262907028198},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7259016633033752},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5941861271858215},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5815653800964355},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5642914772033691},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.48170047998428345},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.405910462141037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2196033000946045},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/hicss.2004.1265586","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hicss.2004.1265586","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.137.6463","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.137.6463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://csdl.computer.org/comp/proceedings/hicss/2004/2056/08/205680243b.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W201609852","https://openalex.org/W208128215","https://openalex.org/W1528060756","https://openalex.org/W1536243131","https://openalex.org/W1539330193","https://openalex.org/W1605275907","https://openalex.org/W1607242979","https://openalex.org/W1988471114","https://openalex.org/W2000493345","https://openalex.org/W2023502160","https://openalex.org/W2041672620","https://openalex.org/W2068295054","https://openalex.org/W2090316360","https://openalex.org/W2121564094","https://openalex.org/W2134056613","https://openalex.org/W2140190241","https://openalex.org/W2155843307","https://openalex.org/W2168877816","https://openalex.org/W2247095457","https://openalex.org/W2618814260","https://openalex.org/W2797816625","https://openalex.org/W4249823351","https://openalex.org/W4311831897","https://openalex.org/W6608110390","https://openalex.org/W6673180117","https://openalex.org/W6684475171"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W2189613078","https://openalex.org/W2579659702","https://openalex.org/W2923661510","https://openalex.org/W1574055964","https://openalex.org/W1965329638","https://openalex.org/W2542318691","https://openalex.org/W3160708108"],"abstract_inverted_index":{"Knowledge":[0],"discovery":[1,98],"and":[2,9,36,51,56],"visualisation":[3],"are":[4],"important":[5],"techniques":[6],"for":[7,68],"discovering":[8],"understanding":[10],"patterns":[11],"in":[12,38,74,95,103],"large":[13],"data":[14,101],"sets.":[15],"The":[16,42,108],"study":[17],"presents":[18],"the":[19,30,39,57,60,66,71,80,113,128],"development":[20],"of":[21,49,59,70,82,127],"a":[22,47,96,117,137],"three":[23,43],"dimensional":[24,44],"virtual":[25,118],"reality":[26,64,119],"model":[27,45,73,120],"that":[28,131],"assists":[29],"user":[31],"to":[32,53,111],"visually":[33],"explore":[34],"structures":[35],"relationships":[37,115],"collected":[40,102],"data.":[41],"uses":[46],"combination":[48],"nodes":[50],"paths":[52],"represent":[54],"objects/actors":[55],"strength/direction":[58],"measured":[61],"characteristic.":[62],"Virtual":[63],"provides":[65],"mechanism":[67],"manipulation":[69],"developed":[72],"real":[75],"time.":[76],"Specifically,":[77],"we":[78],"demonstrate":[79],"potential":[81],"this":[83],"visual":[84],"tool":[85],"by":[86],"having":[87],"postgraduate":[88],"students,":[89],"organised":[90],"into":[91,116],"focus":[92],"groups,":[93],"engage":[94],"knowledge":[97],"exercise":[99],"with":[100],"an":[104],"academic":[105],"work":[106],"environment.":[107],"method":[109],"adopted":[110],"convert":[112],"identified":[114],"is":[121],"discussed,":[122],"as":[123,125],"well":[124],"some":[126],"additional":[129],"features":[130],"could":[132],"be":[133],"incorporated":[134],"using":[135],"such":[136],"method.":[138]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
