{"id":"https://openalex.org/W4407425806","doi":"https://doi.org/10.1145/3706599.3716230","title":"Linting is People! Exploring the Potential of Human Computation as a Sociotechnical Linter of Data Visualizations","display_name":"Linting is People! Exploring the Potential of Human Computation as a Sociotechnical Linter of Data Visualizations","publication_year":2025,"publication_date":"2025-04-23","ids":{"openalex":"https://openalex.org/W4407425806","doi":"https://doi.org/10.1145/3706599.3716230"},"language":"en","primary_location":{"id":"doi:10.1145/3706599.3716230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3706599.3716230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2502.07649","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022433344","display_name":"Anamaria Crisan","orcid":"https://orcid.org/0000-0003-3445-3414"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anamaria Crisan","raw_affiliation_strings":["Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3445-3414","affiliations":[{"raw_affiliation_string":"Cheriton School of Computer Science, University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058039138","display_name":"Andrew McNutt","orcid":"https://orcid.org/0000-0001-8255-4258"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew M McNutt","raw_affiliation_strings":["Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, Utah, USA"],"raw_orcid":"https://orcid.org/0000-0001-8255-4258","affiliations":[{"raw_affiliation_string":"Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, Utah, USA","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4285,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89683735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9950000047683716,"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/T10260","display_name":"Software Engineering Research","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7891554832458496},{"id":"https://openalex.org/keywords/sociotechnical-system","display_name":"Sociotechnical system","score":0.7592971920967102},{"id":"https://openalex.org/keywords/flagging","display_name":"Flagging","score":0.6692423820495605},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5915536284446716},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5727722644805908},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5366193056106567},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5032572150230408},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.48600658774375916},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4710172414779663},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.4649594724178314},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37975502014160156},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33587929606437683},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3288114070892334},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3196006715297699}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7891554832458496},{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.7592971920967102},{"id":"https://openalex.org/C2777548347","wikidata":"https://www.wikidata.org/wiki/Q5456937","display_name":"Flagging","level":2,"score":0.6692423820495605},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5915536284446716},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5727722644805908},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5366193056106567},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5032572150230408},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.48600658774375916},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4710172414779663},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.4649594724178314},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37975502014160156},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33587929606437683},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3288114070892334},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3196006715297699},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3706599.3716230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3706599.3716230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2502.07649","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2502.07649","pdf_url":"https://arxiv.org/pdf/2502.07649","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2502.07649","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2502.07649","pdf_url":"https://arxiv.org/pdf/2502.07649","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407425806.pdf","grobid_xml":"https://content.openalex.org/works/W4407425806.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W1981759353","https://openalex.org/W2043489963","https://openalex.org/W2048884501","https://openalex.org/W2058738785","https://openalex.org/W2075433557","https://openalex.org/W2078883237","https://openalex.org/W2080688008","https://openalex.org/W2117470435","https://openalex.org/W2122885251","https://openalex.org/W2127008633","https://openalex.org/W2157985198","https://openalex.org/W2170989440","https://openalex.org/W2583771118","https://openalex.org/W2607311634","https://openalex.org/W2611689297","https://openalex.org/W2620858438","https://openalex.org/W2810117028","https://openalex.org/W2883568341","https://openalex.org/W2887234992","https://openalex.org/W2898098214","https://openalex.org/W2911396267","https://openalex.org/W2942399136","https://openalex.org/W2968169856","https://openalex.org/W2999308857","https://openalex.org/W3008694996","https://openalex.org/W3016306020","https://openalex.org/W3029368332","https://openalex.org/W3030637800","https://openalex.org/W3031533601","https://openalex.org/W3125936870","https://openalex.org/W3162942519","https://openalex.org/W3203321135","https://openalex.org/W3203696154","https://openalex.org/W3204181713","https://openalex.org/W4230251473","https://openalex.org/W4366548154","https://openalex.org/W4366587430","https://openalex.org/W4376959494","https://openalex.org/W4382654260","https://openalex.org/W4385014863","https://openalex.org/W4386302991","https://openalex.org/W4387415071","https://openalex.org/W4387885925","https://openalex.org/W4387964902","https://openalex.org/W4388286213","https://openalex.org/W4388447761","https://openalex.org/W4390025746","https://openalex.org/W4390091358","https://openalex.org/W4392182430","https://openalex.org/W4399200544","https://openalex.org/W4399837308","https://openalex.org/W4402451552","https://openalex.org/W4403759077","https://openalex.org/W4404915502","https://openalex.org/W4408122545"],"related_works":["https://openalex.org/W2807886874","https://openalex.org/W2946613364","https://openalex.org/W1697346018","https://openalex.org/W2113326855","https://openalex.org/W4393527151","https://openalex.org/W611259847","https://openalex.org/W2354785495","https://openalex.org/W642986199","https://openalex.org/W2320858910","https://openalex.org/W174528541"],"abstract_inverted_index":{"Traditionally,":[0],"linters":[1,143],"are":[2],"code":[3],"analysis":[4],"tools":[5],"that":[6,110,121],"help":[7],"developers":[8],"by":[9,128,145],"flagging":[10],"potential":[11,79],"issues":[12],"from":[13],"syntax":[14],"and":[15,21,50,64,72,98],"logic":[16],"errors":[17],"to":[18,35,38,53],"enforcing":[19],"syntactical":[20],"stylistic":[22],"conventions.":[23],"Recently,":[24],"linting":[25,62,85,127],"has":[26],"been":[27],"taken":[28],"as":[29,43],"an":[30],"interface":[31],"metaphor,":[32],"allowing":[33],"it":[34],"be":[36],"extended":[37,59],"more":[39],"complex":[40],"inputs,":[41,63],"such":[42],"visualizations,":[44],"which":[45],"demand":[46],"a":[47,57],"broader":[48],"perspective":[49],"alternative":[51],"approach":[52],"evaluation.":[54],"We":[55,75,108],"explore":[56],"further":[58],"consideration":[60],"of":[61,66,141],"modes":[65],"evaluation,":[67],"across":[68],"the":[69,78,139],"puritanical,":[70],"neutral,":[71],"rebellious":[73],"dimensions.":[74],"specifically":[76],"investigate":[77],"for":[80],"leveraging":[81],"human":[82,123],"computation":[83,124],"in":[84],"operations":[86],"through":[87],"Community":[88],"Notes":[89],"--":[90],"crowd-sourced":[91],"contextual":[92],"text":[93],"snippets":[94],"aimed":[95],"at":[96],"checking":[97],"critiquing":[99],"potentially":[100],"accurate":[101],"or":[102,117],"misleading":[103,116],"content":[104],"on":[105],"social":[106,130],"media.":[107],"demonstrate":[109],"human-powered":[111],"assessments":[112],"not":[113],"only":[114],"identify":[115],"error-prone":[118],"visualizations":[119],"but":[120],"integrating":[122],"enhances":[125],"traditional":[126],"offering":[129],"insights.":[131],"As":[132],"is":[133],"required":[134],"these":[135],"days,":[136],"we":[137],"consider":[138],"implications":[140],"building":[142],"powered":[144],"Artificial":[146],"Intelligence.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
