{"id":"https://openalex.org/W4417307716","doi":"https://doi.org/10.2197/ipsjjip.33.1212","title":"Maintaining Orientation of a Local Neighborhood in High-dimensional Space for Real-time Visualization of Massive Data","display_name":"Maintaining Orientation of a Local Neighborhood in High-dimensional Space for Real-time Visualization of Massive Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4417307716","doi":"https://doi.org/10.2197/ipsjjip.33.1212"},"language":"en","primary_location":{"id":"doi:10.2197/ipsjjip.33.1212","is_oa":true,"landing_page_url":"https://doi.org/10.2197/ipsjjip.33.1212","pdf_url":"https://www.jstage.jst.go.jp/article/ipsjjip/33/0/33_1212/_pdf","source":{"id":"https://openalex.org/S4210239267","display_name":"Journal of Information Processing","issn_l":"1882-6652","issn":["1882-6652"],"is_oa":true,"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":"Journal of Information Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/ipsjjip/33/0/33_1212/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Kan Torii","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kan Torii","raw_affiliation_strings":["Toyota Motor Corporation"],"affiliations":[{"raw_affiliation_string":"Toyota Motor Corporation","institution_ids":["https://openalex.org/I4210137853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009843586","display_name":"Shintaro Fukushima","orcid":"https://orcid.org/0000-0002-8788-5555"},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shintaro Fukushima","raw_affiliation_strings":["Toyota Motor Corporation"],"affiliations":[{"raw_affiliation_string":"Toyota Motor Corporation","institution_ids":["https://openalex.org/I4210137853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012215428","display_name":"Toshihiro Tanizawa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshihiro Tanizawa","raw_affiliation_strings":["Toyota Motor Corporation"],"affiliations":[{"raw_affiliation_string":"Toyota Motor Corporation","institution_ids":["https://openalex.org/I4210137853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046626947","display_name":"Masao Yamanaka","orcid":"https://orcid.org/0000-0002-7285-2611"},"institutions":[{"id":"https://openalex.org/I4210137853","display_name":"Toyota Motor Corporation (Japan)","ror":"https://ror.org/02zqm6r10","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210125472","https://openalex.org/I4210137853"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masao Yamanaka","raw_affiliation_strings":["Toyota Motor Corporation"],"affiliations":[{"raw_affiliation_string":"Toyota Motor Corporation","institution_ids":["https://openalex.org/I4210137853"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210137853"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39834584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"0","first_page":"1212","last_page":"1218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.7196999788284302,"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":0.7196999788284302,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.1145000010728836,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.04450000077486038,"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/zoom","display_name":"Zoom","score":0.8381999731063843},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.8083999752998352},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7245000004768372},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6141999959945679},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.6111999750137329},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5278000235557556},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4507000148296356},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4278999865055084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.842199981212616},{"id":"https://openalex.org/C124913957","wikidata":"https://www.wikidata.org/wiki/Q1232548","display_name":"Zoom","level":3,"score":0.8381999731063843},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.8083999752998352},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7245000004768372},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6141999959945679},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.6111999750137329},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5282999873161316},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5278000235557556},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4507000148296356},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44850000739097595},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4278999865055084},{"id":"https://openalex.org/C12380541","wikidata":"https://www.wikidata.org/wiki/Q58300","display_name":"Geovisualization","level":4,"score":0.34310001134872437},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.3319999873638153},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.325300008058548},{"id":"https://openalex.org/C2988382989","wikidata":"https://www.wikidata.org/wiki/Q370685","display_name":"Data space","level":2,"score":0.3147999942302704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31200000643730164},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.3077999949455261},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30469998717308044},{"id":"https://openalex.org/C3019022308","wikidata":"https://www.wikidata.org/wiki/Q1418353","display_name":"Multidimensional data","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.28450000286102295}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2197/ipsjjip.33.1212","is_oa":true,"landing_page_url":"https://doi.org/10.2197/ipsjjip.33.1212","pdf_url":"https://www.jstage.jst.go.jp/article/ipsjjip/33/0/33_1212/_pdf","source":{"id":"https://openalex.org/S4210239267","display_name":"Journal of Information Processing","issn_l":"1882-6652","issn":["1882-6652"],"is_oa":true,"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":"Journal of Information Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2197/ipsjjip.33.1212","is_oa":true,"landing_page_url":"https://doi.org/10.2197/ipsjjip.33.1212","pdf_url":"https://www.jstage.jst.go.jp/article/ipsjjip/33/0/33_1212/_pdf","source":{"id":"https://openalex.org/S4210239267","display_name":"Journal of Information Processing","issn_l":"1882-6652","issn":["1882-6652"],"is_oa":true,"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":"Journal of Information Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417307716.pdf","grobid_xml":"https://content.openalex.org/works/W4417307716.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2071128523","https://openalex.org/W2323909273","https://openalex.org/W4238957295","https://openalex.org/W4387535017"],"related_works":[],"abstract_inverted_index":{"Navigation":[0],"in":[1,4,37,74,87],"high-dimensional":[2],"space":[3],"an":[5],"efficient":[6],"and":[7,26],"intuitive":[8],"manner":[9],"has":[10],"been":[11],"a":[12,18,23,43,65],"challenging":[13],"task.":[14],"This":[15],"paper":[16],"introduces":[17],"visualization":[19],"technique":[20],"that":[21,30],"extracts":[22],"local":[24,40,57,66],"neighborhood":[25,41,58,67],"aligns":[27],"it":[28],"so":[29],"the":[31,39,56,60,72],"directions":[32],"are":[33],"maintained":[34],"while":[35],"zooming":[36],"to":[38,70],"from":[42],"global":[44],"view,":[45],"performing":[46],"dimensionality":[47,89],"reduction":[48,90],"such":[49],"as":[50,84],"PCA":[51],"(principal":[52],"components":[53],"analysis)":[54],"for":[55],"at":[59],"same":[61],"time.":[62],"Extraction":[63],"of":[64],"allows":[68],"us":[69],"examine":[71],"data":[73,77],"real-time,":[75],"without":[76],"points":[78],"far":[79],"away":[80],"overlapping":[81],"each":[82],"other":[83],"is":[85],"observed":[86],"conventional":[88],"methods.":[91]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-12-14T00:00:00"}