{"id":"https://openalex.org/W805204412","doi":"https://doi.org/10.2352/issn.2470-1173.2016.1.vda-492","title":"Interactive High-Dimensional Data Analysis Using The “Three Experts”","display_name":"Interactive High-Dimensional Data Analysis Using The “Three Experts”","publication_year":2016,"publication_date":"2016-02-14","ids":{"openalex":"https://openalex.org/W805204412","doi":"https://doi.org/10.2352/issn.2470-1173.2016.1.vda-492","mag":"805204412"},"language":"en","primary_location":{"id":"doi:10.2352/issn.2470-1173.2016.1.vda-492","is_oa":false,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2016.1.vda-492","pdf_url":null,"source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-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/A5050624417","display_name":"Georg Albrecht","orcid":null},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Georg Albrecht","raw_affiliation_strings":["UC Santa Cruz"],"affiliations":[{"raw_affiliation_string":"UC Santa Cruz","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016076717","display_name":"Alex Pang","orcid":"https://orcid.org/0000-0003-0720-7162"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Pang","raw_affiliation_strings":["University of California, Santa Cruz, Santa Cruz, United States"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Cruz, Santa Cruz, United States","institution_ids":["https://openalex.org/I185103710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050624417"],"corresponding_institution_ids":["https://openalex.org/I185103710"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.00060957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"28","issue":"1","first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9972000122070312,"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"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9923999905586243,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6983205676078796},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.6689349412918091},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5802909731864929},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5650545358657837},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4600505828857422},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3842948079109192}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6983205676078796},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.6689349412918091},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5802909731864929},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5650545358657837},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4600505828857422},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3842948079109192},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2352/issn.2470-1173.2016.1.vda-492","is_oa":false,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2016.1.vda-492","pdf_url":null,"source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1498180239","https://openalex.org/W1571401318","https://openalex.org/W2001619934","https://openalex.org/W2005423095","https://openalex.org/W2037945778","https://openalex.org/W2055196116","https://openalex.org/W2056795985","https://openalex.org/W2063304881","https://openalex.org/W2064751934","https://openalex.org/W2082612735","https://openalex.org/W2099741732","https://openalex.org/W2124445449","https://openalex.org/W2134241062","https://openalex.org/W2145265950","https://openalex.org/W2152825437","https://openalex.org/W2154249783","https://openalex.org/W2164223342","https://openalex.org/W3026302707"],"related_works":["https://openalex.org/W2364252372","https://openalex.org/W4234066492","https://openalex.org/W1998063895","https://openalex.org/W1967044713","https://openalex.org/W2133470120","https://openalex.org/W1994286895","https://openalex.org/W2747625183","https://openalex.org/W1970592395","https://openalex.org/W2378393413","https://openalex.org/W2802922463"],"abstract_inverted_index":{"With":[0],"the":[1,55,66,71,79,102,110,127,138,158,166],"increasing":[2],"availability":[3],"of":[4,57,81,151],"data":[5,67,167,182],"from":[6,115],"various":[7],"domains":[8],"such":[9,58],"as":[10,140,142],"health":[11],"care,":[12],"finance,":[13],"social":[14],"networks,":[15],"etc.":[16],"there":[17],"is":[18,68,124],"a":[19,37,96],"need":[20],"to":[21,29,44,90,104,131,147,160,184],"provide":[22],"analytic":[23],"tools":[24],"that":[25],"are":[26],"more":[27],"accessible":[28],"lay":[30],"people.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35,60],"present":[36],"software":[38],"tool":[39],"which":[40],"can":[41],"be":[42,173,185],"used":[43,174],"aid":[45],"inexperienced":[46],"users":[47,130],"in":[48,88,109,118,168,175],"understanding":[49,56],"high":[50,144,179],"dimensional":[51,145,180],"data.":[52],"To":[53],"facilitate":[54],"data,":[59,111,139],"place":[61],"special":[62],"emphasis":[63,123],"on":[64,95,125],"how":[65],"presented,":[69],"using":[70],"“Three":[72],"Experts”.":[73],"The":[74,121],"Three":[75],"Experts":[76],"display":[77],"shows":[78],"results":[80],"three":[82],"different":[83],"dimension":[84,119],"reduction":[85],"techniques,":[86],"similar":[87],"notion":[89],"seeking":[91],"several":[92],"expert":[93,194],"opinions":[94],"particular":[97],"topic.":[98],"This":[99],"will":[100,156],"help":[101],"user":[103,159],"discern":[105],"between":[106],"pertinent":[107],"structures":[108],"and":[112,133,193],"those":[113],"resulting":[114],"distortions":[116],"inherent":[117],"reduction.":[120],"second":[122],"providing":[126],"ability":[128],"for":[129,165,190],"insert":[132],"manipulate":[134],"new":[135],"points":[136],"within":[137],"well":[141],"observe":[143],"trajectories":[146],"convey":[148],"positional":[149],"displacement":[150],"points.":[152],"Observing":[153],"these":[154],"changes":[155],"enable":[157],"develop":[161],"an":[162],"actionable":[163],"intuition":[164],"question.":[169],"These":[170],"methods":[171],"could":[172],"any":[176],"field":[177],"where":[178],"numeric":[181],"needs":[183],"analyzed,":[186],"with":[187],"potential":[188],"benefits":[189],"both":[191],"novice":[192],"users.":[195]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}