{"id":"https://openalex.org/W4220910651","doi":"https://doi.org/10.1109/tvcg.2022.3156760","title":"Visual Exploration of Relationships and Structure in Low-Dimensional Embeddings","display_name":"Visual Exploration of Relationships and Structure in Low-Dimensional Embeddings","publication_year":2022,"publication_date":"2022-03-07","ids":{"openalex":"https://openalex.org/W4220910651","doi":"https://doi.org/10.1109/tvcg.2022.3156760","pmid":"https://pubmed.ncbi.nlm.nih.gov/35254984"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2022.3156760","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2022.3156760","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/09729550.pdf","source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/09729550.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Klaus Eckelt","orcid":"https://orcid.org/0000-0001-6832-9070"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Klaus Eckelt","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0001-6832-9070","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Andreas Hinterreiter","orcid":"https://orcid.org/0000-0003-4101-5180"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Hinterreiter","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0003-4101-5180","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Patrick Adelberger","orcid":"https://orcid.org/0000-0003-1819-5929"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Patrick Adelberger","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0003-1819-5929","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Conny Walchshofer","orcid":"https://orcid.org/0000-0003-3942-8445"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Conny Walchshofer","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0003-3942-8445","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vaishali Dhanoa","orcid":"https://orcid.org/0000-0002-0493-8616"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Vaishali Dhanoa","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-0493-8616","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Christina Humer","orcid":"https://orcid.org/0000-0002-0249-4062"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christina Humer","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-0249-4062","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Moritz Heckmann","orcid":null},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Moritz Heckmann","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Christian Steinparz","orcid":null},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christian Steinparz","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"last","author":{"id":null,"display_name":"Marc Streit","orcid":"https://orcid.org/0000-0001-9186-2092"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Marc Streit","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0001-9186-2092","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I121883995"],"apc_list":null,"apc_paid":null,"fwci":2.5449,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.90781247,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"29","issue":"7","first_page":"3312","last_page":"3326"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9979000091552734,"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":0.9979000091552734,"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":0.00019999999494757503,"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/T12536","display_name":"Topological and Geometric Data Analysis","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/visualization","display_name":"Visualization","score":0.6620000004768372},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5742999911308289},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.4706999957561493},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4172999858856201},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.3993000090122223},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"Exploratory data analysis","score":0.39010000228881836},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.3540000021457672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8113999962806702},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6620000004768372},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5742999911308289},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.4706999957561493},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45820000767707825},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4406000077724457},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4172999858856201},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.3993000090122223},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39239999651908875},{"id":"https://openalex.org/C120894424","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory data analysis","level":2,"score":0.39010000228881836},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.3540000021457672},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.3449999988079071},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.34209999442100525},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33410000801086426},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32679998874664307},{"id":"https://openalex.org/C2777508537","wikidata":"https://www.wikidata.org/wiki/Q7936620","display_name":"Visual reasoning","level":2,"score":0.3249000012874603},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.3179999887943268},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.2736000120639801},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2648000121116638},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.25839999318122864}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2022.3156760","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2022.3156760","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/09729550.pdf","source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:35254984","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35254984","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null},{"id":"pmh:oai:epub.jku.at/:8352825","is_oa":true,"landing_page_url":"https://epub.jku.at/doi/10.1109/TVCG.2022.3156760","pdf_url":null,"source":{"id":"https://openalex.org/S4306401788","display_name":"University Library Linz repository (Johannes Kepler Universitat Linz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121883995","host_organization_name":"Johannes Kepler University of Linz","host_organization_lineage":["https://openalex.org/I121883995"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/tvcg.2022.3156760","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2022.3156760","pdf_url":"https://ieeexplore.ieee.org/ielx7/2945/4359476/09729550.pdf","source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4623047151","display_name":null,"funder_award_id":"FWF DFH 23-N","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G4797166343","display_name":null,"funder_award_id":"881844","funder_id":"https://openalex.org/F4320323031","funder_display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft"},{"id":"https://openalex.org/G5125718281","display_name":null,"funder_award_id":"-7-SEE-117","funder_id":"https://openalex.org/F4320328086","funder_display_name":"Bundesministerium f\u00fcr Bildung, Wissenschaft und Forschung"},{"id":"https://openalex.org/G5239532408","display_name":"Human-Centered Artificial Intelligence","funder_award_id":"DFH 23","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G7067881632","display_name":null,"funder_award_id":"DFH 23-N","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G7556195080","display_name":null,"funder_award_id":"LIT-2019-7-SEE-117","funder_id":"https://openalex.org/F4320328086","funder_display_name":"Bundesministerium f\u00fcr Bildung, Wissenschaft und Forschung"}],"funders":[{"id":"https://openalex.org/F4320318434","display_name":"Bundesministerium f\u00fcr Klimaschutz, Umwelt, Energie, Mobilit\u00e4t, Innovation und Technologie","ror":null},{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"},{"id":"https://openalex.org/F4320323031","display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","ror":"https://ror.org/028jc0449"},{"id":"https://openalex.org/F4320327593","display_name":"Bundesministerium f\u00fcr Digitalisierung und Wirtschaftsstandort","ror":null},{"id":"https://openalex.org/F4320328086","display_name":"Bundesministerium f\u00fcr Bildung, Wissenschaft und Forschung","ror":"https://ror.org/03gng8t46"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220910651.pdf","grobid_xml":"https://content.openalex.org/works/W4220910651.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W884650706","https://openalex.org/W1483681246","https://openalex.org/W1494010375","https://openalex.org/W1513214262","https://openalex.org/W1915551841","https://openalex.org/W1945230793","https://openalex.org/W1991148840","https://openalex.org/W2023014537","https://openalex.org/W2035324138","https://openalex.org/W2121418890","https://openalex.org/W2126194848","https://openalex.org/W2135306251","https://openalex.org/W2146752106","https://openalex.org/W2147522804","https://openalex.org/W2150231912","https://openalex.org/W2157530472","https://openalex.org/W2161381700","https://openalex.org/W2171022634","https://openalex.org/W2271464269","https://openalex.org/W2467197661","https://openalex.org/W2470432365","https://openalex.org/W2503325364","https://openalex.org/W2516678343","https://openalex.org/W2558315440","https://openalex.org/W2749613778","https://openalex.org/W2752662042","https://openalex.org/W2753396776","https://openalex.org/W2758760553","https://openalex.org/W2807795618","https://openalex.org/W2852446814","https://openalex.org/W2885057787","https://openalex.org/W2887976008","https://openalex.org/W2904619680","https://openalex.org/W2909791909","https://openalex.org/W2949815563","https://openalex.org/W2958874938","https://openalex.org/W2958997391","https://openalex.org/W2962975498","https://openalex.org/W2969396217","https://openalex.org/W2995755016","https://openalex.org/W3005806855","https://openalex.org/W3009872610","https://openalex.org/W3024460019","https://openalex.org/W3045314928","https://openalex.org/W3089483712","https://openalex.org/W3091834704","https://openalex.org/W3092468325","https://openalex.org/W3135180622","https://openalex.org/W3170000029","https://openalex.org/W3177269615","https://openalex.org/W3197209004","https://openalex.org/W3202214644","https://openalex.org/W3202406092","https://openalex.org/W4210513286","https://openalex.org/W4399585227","https://openalex.org/W6686911532","https://openalex.org/W6735308777","https://openalex.org/W6773570657","https://openalex.org/W6781950130","https://openalex.org/W6910510934"],"related_works":[],"abstract_inverted_index":{"In":[0,72],"this":[1],"work,":[2],"we":[3],"propose":[4],"an":[5],"interactive":[6],"visual":[7,53],"approach":[8,162],"for":[9,51,98],"the":[10,52,82,126,155],"exploration":[11,54],"and":[12,34,109,122,130,147,157,169],"formation":[13],"of":[14,19,30,38,43,55,81,102,160,165],"structural":[15,23],"relationships":[16,86,148],"in":[17,84],"embeddings":[18,56],"high-dimensional":[20,96],"data.":[21],"These":[22],"relationships,":[24],"such":[25],"as":[26,60],"item":[27],"sequences,":[28],"associations":[29],"items":[31,88,108,150],"with":[32],"groups,":[33],"hierarchies":[35],"between":[36,87,106,149],"groups":[37,90,101,110,146],"items,":[39,100,103],"are":[40,91,111],"defining":[41],"properties":[42],"many":[44],"real-world":[45],"datasets.":[46],"Nevertheless,":[47],"most":[48],"existing":[49],"methods":[50],"treat":[57],"these":[58,120],"structures":[59],"second-class":[61],"citizens":[62],"or":[63,104],"do":[64],"not":[65],"take":[66],"them":[67],"into":[68],"account":[69],"at":[70],"all.":[71],"our":[73,161],"proposed":[74],"analysis":[75],"workflow,":[76],"users":[77,137],"explore":[78],"enriched":[79],"scatterplots":[80],"embedding,":[83],"which":[85],"and/or":[89,151],"visually":[92],"highlighted.":[93],"The":[94],"original":[95],"data":[97,128],"single":[99],"differences":[105],"connected":[107],"accessible":[112],"through":[113],"additional":[114,145],"summary":[115,121],"visualizations.":[116],"We":[117,153],"carefully":[118],"tailored":[119],"difference":[123],"visualizations":[124],"to":[125],"various":[127,173],"types":[129],"semantic":[131],"contexts.":[132],"During":[133],"their":[134,140],"exploratory":[135],"analysis,":[136],"can":[138],"externalize":[139],"insights":[141],"by":[142,163],"setting":[143],"up":[144],"groups.":[152],"demonstrate":[154],"utility":[156],"potential":[158],"impact":[159],"means":[164],"two":[166],"use":[167],"cases":[168],"multiple":[170],"examples":[171],"from":[172],"domains.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-04-03T00:00:00"}
