{"id":"https://openalex.org/W4410696681","doi":"https://doi.org/10.1111/cgf.70141","title":"Sca<sup>2</sup>Gri: Scalable Gridified Scatterplots","display_name":"Sca<sup>2</sup>Gri: Scalable Gridified Scatterplots","publication_year":2025,"publication_date":"2025-05-23","ids":{"openalex":"https://openalex.org/W4410696681","doi":"https://doi.org/10.1111/cgf.70141"},"language":"en","primary_location":{"id":"doi:10.1111/cgf.70141","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70141","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/cgf.70141","source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/cgf.70141","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052673631","display_name":"Steffen Frey","orcid":"https://orcid.org/0000-0002-1872-6905"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"S. Frey","raw_affiliation_strings":["University of Groningen, Bernoulli Institute  The Netherlands","University of Groningen, Bernoulli Institute, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-1872-6905","affiliations":[{"raw_affiliation_string":"University of Groningen, Bernoulli Institute  The Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"University of Groningen, Bernoulli Institute, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052673631"],"corresponding_institution_ids":["https://openalex.org/I169381384"],"apc_list":{"value":3710,"currency":"USD","value_usd":3710},"apc_paid":{"value":3710,"currency":"USD","value_usd":3710},"fwci":4.339,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93564451,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"44","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10996","display_name":"Computational Geometry and Mesh Generation","score":0.9943000078201294,"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"}},"topics":[{"id":"https://openalex.org/T10996","display_name":"Computational Geometry and Mesh Generation","score":0.9943000078201294,"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/T11383","display_name":"Advanced Antenna and Metasurface Technologies","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11737","display_name":"Advanced Materials and Mechanics","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7232785224914551},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5810356736183167},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5192611217498779},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4978652000427246},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3922402262687683},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3278582692146301},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2993467450141907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7232785224914551},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5810356736183167},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5192611217498779},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4978652000427246},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3922402262687683},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3278582692146301},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2993467450141907}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1111/cgf.70141","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70141","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/cgf.70141","source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},{"id":"pmh:oai:pure.rug.nl:publications/f9e6b7bd-ec53-474b-b8ce-b09165f1b57a","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/f9e6b7bd-ec53-474b-b8ce-b09165f1b57a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frey, S 2025, 'Sca 2 Gri : Scalable Gridified Scatterplots', Computer Graphics Forum, vol. 44, no. 3, e70141. https://doi.org/10.1111/cgf.70141","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/f9e6b7bd-ec53-474b-b8ce-b09165f1b57a","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/f9e6b7bd-ec53-474b-b8ce-b09165f1b57a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"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":"Frey, S 2025, 'Sca 2 Gri : Scalable Gridified Scatterplots', Computer Graphics Forum, vol. 44, no. 3, e70141. https://doi.org/10.1111/cgf.70141","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1111/cgf.70141","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70141","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/cgf.70141","source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2125778048","display_name":"SFB 1313: Grenzfl\u00e4chenbeeinflusste Mehrfeldprozesse in por\u00f6sen Medien  Str\u00f6mung, Transport und Deformation","funder_award_id":"327154368","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410696681.pdf"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1517993046","https://openalex.org/W1584926591","https://openalex.org/W1974767305","https://openalex.org/W1988363436","https://openalex.org/W1990006500","https://openalex.org/W1990517717","https://openalex.org/W1997952588","https://openalex.org/W1998871699","https://openalex.org/W2006400568","https://openalex.org/W2015755066","https://openalex.org/W2023283825","https://openalex.org/W2025661610","https://openalex.org/W2028377123","https://openalex.org/W2035566389","https://openalex.org/W2037432955","https://openalex.org/W2043421933","https://openalex.org/W2046252734","https://openalex.org/W2069391844","https://openalex.org/W2098329200","https://openalex.org/W2122993881","https://openalex.org/W2129449798","https://openalex.org/W2135132740","https://openalex.org/W2146905136","https://openalex.org/W2148413148","https://openalex.org/W2148987114","https://openalex.org/W2154396921","https://openalex.org/W2157530472","https://openalex.org/W2164614655","https://openalex.org/W2194775991","https://openalex.org/W2245493112","https://openalex.org/W2293888570","https://openalex.org/W2322867406","https://openalex.org/W2417429787","https://openalex.org/W2464312265","https://openalex.org/W2474068310","https://openalex.org/W2513314912","https://openalex.org/W2516530101","https://openalex.org/W2541016480","https://openalex.org/W2557169239","https://openalex.org/W2590401502","https://openalex.org/W2618530766","https://openalex.org/W2727320571","https://openalex.org/W2734073034","https://openalex.org/W2752662042","https://openalex.org/W2969631174","https://openalex.org/W3003257820","https://openalex.org/W3005984470","https://openalex.org/W3035965352","https://openalex.org/W3091838988","https://openalex.org/W3092806605","https://openalex.org/W3099878876","https://openalex.org/W3217171064","https://openalex.org/W4288761943","https://openalex.org/W4306830987","https://openalex.org/W4309324523","https://openalex.org/W4386282413","https://openalex.org/W4387885653","https://openalex.org/W4399636900"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W2389214306","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2965083567","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W4235240664","https://openalex.org/W1838576100","https://openalex.org/W2383687187"],"abstract_inverted_index":{"Abstract":[0],"Scatterplots":[1],"are":[2],"widely":[3],"used":[4],"in":[5,57],"exploratory":[6],"data":[7,10,83,157],"analysis.":[8],"Representing":[9],"points":[11,48,84],"as":[12],"glyphs":[13,90],"is":[14,42,138,149],"often":[15],"crucial":[16],"for":[17,76,103,115,143],"in\u2010depth":[18],"investigation,":[19],"but":[20,36],"this":[21,34],"can":[22,92],"lead":[23],"to":[24,45,51,117,141,153],"significant":[25],"overlap":[26],"and":[27,49,120],"visual":[28,40],"clutter.":[29],"Recent":[30],"post\u2010processing":[31,73],"techniques":[32],"address":[33],"issue,":[35],"their":[37],"computational":[38,128],"and/or":[39],"scalability":[41],"generally":[43],"limited":[44],"thousands":[46,142],"of":[47,60,82,89,110,135,156,165],"unable":[50],"effectively":[52],"deal":[53],"with":[54,132,151],"large":[55,104],"datasets":[56],"the":[58,80,87,133,154],"order":[59],"millions.":[61],"This":[62],"paper":[63],"introduces":[64],"Sca":[65,96,125],"2":[66,97,126],"Gri":[67,98],"(Scalable":[68],"Gridified":[69],"Scatterplots),":[70],"a":[71],"grid\u2010based":[72],"method":[74],"designed":[75],"analysis":[77],"scenarios":[78],"where":[79],"number":[81,88,134,155],"substantially":[85],"exceeds":[86],"that":[91],"be":[93],"reasonably":[94],"displayed.":[95],"enables":[99],"interactive":[100],"grid":[101],"generation":[102],"datasets,":[105],"offering":[106],"flexible":[107],"user":[108],"control":[109],"glyph":[111,145],"size,":[112],"maximum":[113],"displacement":[114],"point":[116],"cell":[118],"mapping,":[119],"scatterplot":[121],"focus":[122],"area.":[123],"While":[124],"Gri's":[127],"complexity":[129,148],"scales":[130],"cubically":[131],"cells":[136],"(which":[137],"practically":[139],"bound":[140],"legible":[144],"sizes),":[146],"its":[147],"linear":[150],"respect":[152],"points,":[158],"making":[159],"it":[160],"highly":[161],"scalable":[162],"beyond":[163],"millions":[164],"points.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
