{"id":"https://openalex.org/W3009872610","doi":"https://doi.org/10.1145/3377325.3377514","title":"Parallel embeddings","display_name":"Parallel embeddings","publication_year":2020,"publication_date":"2020-03-04","ids":{"openalex":"https://openalex.org/W3009872610","doi":"https://doi.org/10.1145/3377325.3377514","mag":"3009872610"},"language":"en","primary_location":{"id":"doi:10.1145/3377325.3377514","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377325.3377514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on Intelligent User Interfaces","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/A5035437939","display_name":"Dustin Arendt","orcid":"https://orcid.org/0000-0003-2466-199X"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dustin L. Arendt","raw_affiliation_strings":["Pacific Northwest National Laboratory"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017781208","display_name":"Nasheen Nur","orcid":"https://orcid.org/0000-0003-3148-5111"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nasheen Nur","raw_affiliation_strings":["The University of North Carolina at Charlotte"],"affiliations":[{"raw_affiliation_string":"The University of North Carolina at Charlotte","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100963349","display_name":"Zhuanyi Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhuanyi Huang","raw_affiliation_strings":["Pacific Northwest National Laboratory"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012410238","display_name":"Gabriel Fair","orcid":"https://orcid.org/0000-0002-0560-9558"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gabriel Fair","raw_affiliation_strings":["The University of North Carolina at Charlotte"],"affiliations":[{"raw_affiliation_string":"The University of North Carolina at Charlotte","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055992752","display_name":"Wenwen Dou","orcid":"https://orcid.org/0000-0003-0319-9484"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenwen Dou","raw_affiliation_strings":["The University of North Carolina at Charlotte"],"affiliations":[{"raw_affiliation_string":"The University of North Carolina at Charlotte","institution_ids":["https://openalex.org/I102149020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035437939"],"corresponding_institution_ids":["https://openalex.org/I142606810"],"apc_list":null,"apc_paid":null,"fwci":1.954,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.88295691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"259","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9991999864578247,"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":0.9991999864578247,"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":0.992900013923645,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9789999723434448,"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/computer-science","display_name":"Computer science","score":0.7981356382369995},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.79378741979599},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6927196979522705},{"id":"https://openalex.org/keywords/parallel-coordinates","display_name":"Parallel coordinates","score":0.6112716197967529},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5981436967849731},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.585431694984436},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5281156301498413},{"id":"https://openalex.org/keywords/projector","display_name":"Projector","score":0.4771948754787445},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.46204090118408203},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37623944878578186},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3560018241405487},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3486325740814209},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1401846706867218},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10779079794883728}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7981356382369995},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.79378741979599},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6927196979522705},{"id":"https://openalex.org/C60011546","wikidata":"https://www.wikidata.org/wiki/Q932996","display_name":"Parallel coordinates","level":4,"score":0.6112716197967529},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5981436967849731},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.585431694984436},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5281156301498413},{"id":"https://openalex.org/C2776865275","wikidata":"https://www.wikidata.org/wiki/Q311666","display_name":"Projector","level":2,"score":0.4771948754787445},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.46204090118408203},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37623944878578186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3560018241405487},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3486325740814209},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1401846706867218},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10779079794883728},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3377325.3377514","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377325.3377514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1597991889","https://openalex.org/W1928219753","https://openalex.org/W1972105186","https://openalex.org/W2074694452","https://openalex.org/W2088994735","https://openalex.org/W2097998348","https://openalex.org/W2121418890","https://openalex.org/W2137406659","https://openalex.org/W2155369095","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2221590122","https://openalex.org/W2343061342","https://openalex.org/W2408469516","https://openalex.org/W2416272719","https://openalex.org/W2440722286","https://openalex.org/W2512304460","https://openalex.org/W2607223307","https://openalex.org/W2753396776","https://openalex.org/W2886614482","https://openalex.org/W2892051885","https://openalex.org/W2905015557","https://openalex.org/W2950708852","https://openalex.org/W2952552241","https://openalex.org/W2963123635","https://openalex.org/W2963214037","https://openalex.org/W2963749936","https://openalex.org/W4212774754","https://openalex.org/W4231252592","https://openalex.org/W4234482150","https://openalex.org/W4241602464","https://openalex.org/W6674385629"],"related_works":["https://openalex.org/W2770767919","https://openalex.org/W1983314790","https://openalex.org/W2093133953","https://openalex.org/W2059973664","https://openalex.org/W2116732611","https://openalex.org/W2087856434","https://openalex.org/W1966389922","https://openalex.org/W4247097485","https://openalex.org/W2896663798","https://openalex.org/W1993414888"],"abstract_inverted_index":{"We":[0,43],"introduce":[1],"\"Parallel":[2],"Embeddings\",":[3],"a":[4],"new":[5],"technique":[6,14,22],"that":[7],"generalizes":[8],"the":[9,74,83],"classical":[10],"Parallel":[11],"Coordinates":[12],"visualization":[13,21],"to":[15,33],"sequences":[16],"of":[17],"learned":[18,71],"representations.":[19],"This":[20],"is":[23],"designed":[24],"for":[25,55,73],"concept-oriented":[26],"\"model":[27],"comparison\"":[28],"tasks,":[29],"allowing":[30],"data":[31],"scientists":[32],"understand":[34],"qualitative":[35,60],"differences":[36],"in":[37,82],"how":[38],"models":[39],"interpret":[40],"input":[41],"data.":[42],"compare":[44],"user":[45],"performance":[46],"with":[47],"our":[48,64,91],"tool":[49,92],"against":[50],"Tensor":[51],"Board":[52],"Embedding":[53],"Projector":[54],"understanding":[56],"model":[57,61],"accuracy":[58],"and":[59,70],"differences.":[62],"With":[63],"tool,":[65],"users":[66],"were":[67],"more":[68,76],"accurate":[69],"strategies":[72],"tasks":[75],"quickly.":[77],"Furthermore,":[78],"users'":[79],"analytical":[80],"process":[81],"comparison":[84],"condition":[85],"was":[86],"positively":[87],"influenced":[88],"by":[89],"using":[90],"beforehand.":[93]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
