{"id":"https://openalex.org/W4409748645","doi":"https://doi.org/10.1145/3706598.3713551","title":"Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction","display_name":"Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4409748645","doi":"https://doi.org/10.1145/3706598.3713551"},"language":"en","primary_location":{"id":"doi:10.1145/3706598.3713551","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3713551","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3706598.3713551","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101506748","display_name":"Hyeon Jeon","orcid":"https://orcid.org/0000-0002-9659-2922"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyeon Jeon","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101907560","display_name":"Hyunwook Lee","orcid":"https://orcid.org/0000-0002-5506-7347"},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunwook Lee","raw_affiliation_strings":["Graduate School of Artificial Intelligence, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Artificial Intelligence, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea","institution_ids":["https://openalex.org/I48566637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071409292","display_name":"Yun-Hsin Kuo","orcid":"https://orcid.org/0009-0000-1891-8993"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun-Hsin Kuo","raw_affiliation_strings":["Department of Computer Science, University of California, Davis, Davis, California, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Davis, Davis, California, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103408531","display_name":"Tae\u2010Hyun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taehyun Yang","raw_affiliation_strings":["College of Liberal Studies, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"College of Liberal Studies, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039929397","display_name":"Daniel Archambault","orcid":"https://orcid.org/0000-0003-4978-8479"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Archambault","raw_affiliation_strings":["Newcastle University, Newcastle, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Newcastle University, Newcastle, United Kingdom","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020791375","display_name":"Sungahn Ko","orcid":"https://orcid.org/0000-0002-7410-5652"},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungahn Ko","raw_affiliation_strings":["Computer Science and Engineering, UNIST, Ulsan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, UNIST, Ulsan, Republic of Korea","institution_ids":["https://openalex.org/I48566637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074006931","display_name":"Takanori Fujiwara","orcid":"https://orcid.org/0000-0002-6382-2752"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Takanori Fujiwara","raw_affiliation_strings":["Department of Science and Technology, Link\u00f6ping University, Norrk\u00f6ping, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Science and Technology, Link\u00f6ping University, Norrk\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037161857","display_name":"Kwan\u2010Liu Ma","orcid":"https://orcid.org/0000-0001-8086-0366"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kwan-Liu Ma","raw_affiliation_strings":["Department of Computer Science, University of California at Davis, Davis, California, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California at Davis, Davis, California, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012388103","display_name":"Jinwook Seo","orcid":"https://orcid.org/0000-0002-7734-822X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinwook Seo","raw_affiliation_strings":["Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5101506748"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":10.8131,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.98421154,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994000196456909,"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":0.9994000196456909,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","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"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.8065837621688843},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.678400993347168},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6366910934448242},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5575783252716064},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.49093368649482727},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.4354562759399414},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4322269856929779},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.39240574836730957},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.365093857049942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34592801332473755},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11827009916305542}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.8065837621688843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.678400993347168},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6366910934448242},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5575783252716064},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.49093368649482727},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.4354562759399414},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4322269856929779},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.39240574836730957},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.365093857049942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34592801332473755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11827009916305542},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3706598.3713551","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3713551","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3706598.3713551","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3713551","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":208,"referenced_works":["https://openalex.org/W151377110","https://openalex.org/W1515529865","https://openalex.org/W1520587064","https://openalex.org/W1540016502","https://openalex.org/W1571401318","https://openalex.org/W1575292112","https://openalex.org/W1582500501","https://openalex.org/W1763241189","https://openalex.org/W1915551841","https://openalex.org/W1945230793","https://openalex.org/W1947468339","https://openalex.org/W1963992598","https://openalex.org/W1964724001","https://openalex.org/W1964874934","https://openalex.org/W1966373265","https://openalex.org/W1969045498","https://openalex.org/W1975411458","https://openalex.org/W1978841917","https://openalex.org/W1978998933","https://openalex.org/W1982729887","https://openalex.org/W1982885336","https://openalex.org/W1983362611","https://openalex.org/W1987111416","https://openalex.org/W1987971958","https://openalex.org/W1990293817","https://openalex.org/W1995045912","https://openalex.org/W1997702225","https://openalex.org/W1997780235","https://openalex.org/W2001141328","https://openalex.org/W2012343510","https://openalex.org/W2012449184","https://openalex.org/W2014137991","https://openalex.org/W2015562474","https://openalex.org/W2015755066","https://openalex.org/W2025394193","https://openalex.org/W2027108810","https://openalex.org/W2035832302","https://openalex.org/W2037133710","https://openalex.org/W2041420722","https://openalex.org/W2043508111","https://openalex.org/W2047752105","https://openalex.org/W2050469140","https://openalex.org/W2050488527","https://openalex.org/W2051767208","https://openalex.org/W2053186076","https://openalex.org/W2061455250","https://openalex.org/W2070626686","https://openalex.org/W2077572712","https://openalex.org/W2079272025","https://openalex.org/W2080417696","https://openalex.org/W2080674886","https://openalex.org/W2082612735","https://openalex.org/W2085466647","https://openalex.org/W2086461919","https://openalex.org/W2088323702","https://openalex.org/W2088509436","https://openalex.org/W2090687959","https://openalex.org/W2091288935","https://openalex.org/W2098072631","https://openalex.org/W2101275184","https://openalex.org/W2104277667","https://openalex.org/W2104343831","https://openalex.org/W2106770908","https://openalex.org/W2113637789","https://openalex.org/W2114005694","https://openalex.org/W2114651926","https://openalex.org/W2115622455","https://openalex.org/W2118527389","https://openalex.org/W2119452648","https://openalex.org/W2119700376","https://openalex.org/W2128021408","https://openalex.org/W2133916049","https://openalex.org/W2134760563","https://openalex.org/W2135415614","https://openalex.org/W2141033859","https://openalex.org/W2141115795","https://openalex.org/W2147055032","https://openalex.org/W2152825437","https://openalex.org/W2153312812","https://openalex.org/W2158019369","https://openalex.org/W2158703410","https://openalex.org/W2161381700","https://openalex.org/W2162825485","https://openalex.org/W2163598528","https://openalex.org/W2163825541","https://openalex.org/W2163965546","https://openalex.org/W2165844321","https://openalex.org/W2168573280","https://openalex.org/W2169056757","https://openalex.org/W2186508172","https://openalex.org/W2187313577","https://openalex.org/W2300398527","https://openalex.org/W2322815201","https://openalex.org/W2345907131","https://openalex.org/W2346476940","https://openalex.org/W2395911969","https://openalex.org/W2460847700","https://openalex.org/W2503325364","https://openalex.org/W2511589049","https://openalex.org/W2512304460","https://openalex.org/W2516678343","https://openalex.org/W2517066960","https://openalex.org/W2542768043","https://openalex.org/W2575781893","https://openalex.org/W2594908799","https://openalex.org/W2602814102","https://openalex.org/W2604272474","https://openalex.org/W2605080012","https://openalex.org/W2610962473","https://openalex.org/W2613019972","https://openalex.org/W2614393686","https://openalex.org/W2620795156","https://openalex.org/W2728444372","https://openalex.org/W2732947513","https://openalex.org/W2751627669","https://openalex.org/W2751642492","https://openalex.org/W2753396776","https://openalex.org/W2753615759","https://openalex.org/W2807795618","https://openalex.org/W2808343117","https://openalex.org/W2815307792","https://openalex.org/W2887976008","https://openalex.org/W2888244365","https://openalex.org/W2888349662","https://openalex.org/W2888369669","https://openalex.org/W2888575471","https://openalex.org/W2888611489","https://openalex.org/W2902652978","https://openalex.org/W2906112079","https://openalex.org/W2908972697","https://openalex.org/W2914187825","https://openalex.org/W2939349690","https://openalex.org/W2944219475","https://openalex.org/W2945629324","https://openalex.org/W2951111372","https://openalex.org/W2952586245","https://openalex.org/W2960826148","https://openalex.org/W2975605169","https://openalex.org/W2975774505","https://openalex.org/W2993894543","https://openalex.org/W2999905431","https://openalex.org/W3005806855","https://openalex.org/W3008070742","https://openalex.org/W3010390614","https://openalex.org/W3022634211","https://openalex.org/W3023608713","https://openalex.org/W3028420199","https://openalex.org/W3037856607","https://openalex.org/W3040086322","https://openalex.org/W3045314928","https://openalex.org/W3083020428","https://openalex.org/W3089483712","https://openalex.org/W3092325673","https://openalex.org/W3092585760","https://openalex.org/W3095931372","https://openalex.org/W3100035947","https://openalex.org/W3100466726","https://openalex.org/W3121267967","https://openalex.org/W3127452014","https://openalex.org/W3128345373","https://openalex.org/W3135180622","https://openalex.org/W3138308628","https://openalex.org/W3160497329","https://openalex.org/W3163369371","https://openalex.org/W3163449140","https://openalex.org/W3177269615","https://openalex.org/W3185482315","https://openalex.org/W3186838184","https://openalex.org/W3191638286","https://openalex.org/W3196202743","https://openalex.org/W3196433226","https://openalex.org/W3198268897","https://openalex.org/W3202214644","https://openalex.org/W3204809439","https://openalex.org/W3208416788","https://openalex.org/W4224999658","https://openalex.org/W4225137238","https://openalex.org/W4230323307","https://openalex.org/W4243589015","https://openalex.org/W4248597529","https://openalex.org/W4286210877","https://openalex.org/W4297094730","https://openalex.org/W4297094733","https://openalex.org/W4297461125","https://openalex.org/W4297461362","https://openalex.org/W4300113520","https://openalex.org/W4304757966","https://openalex.org/W4312765319","https://openalex.org/W4322717243","https://openalex.org/W4366549547","https://openalex.org/W4380520404","https://openalex.org/W4380591894","https://openalex.org/W4386050657","https://openalex.org/W4387885660","https://openalex.org/W4387917704","https://openalex.org/W4387965650","https://openalex.org/W4387966251","https://openalex.org/W4388286168","https://openalex.org/W4388286222","https://openalex.org/W4388505156","https://openalex.org/W4389988384","https://openalex.org/W4389988539","https://openalex.org/W4391128914","https://openalex.org/W4396831860","https://openalex.org/W4396831882","https://openalex.org/W4396832890","https://openalex.org/W4399307677","https://openalex.org/W4399491619"],"related_works":["https://openalex.org/W2564956852","https://openalex.org/W3149127250","https://openalex.org/W2143428259","https://openalex.org/W2158984754","https://openalex.org/W3208630418","https://openalex.org/W4246764483","https://openalex.org/W2116732611","https://openalex.org/W2126824079","https://openalex.org/W4392522134","https://openalex.org/W4409660181"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
