{"id":"https://openalex.org/W4292265720","doi":"https://doi.org/10.1109/vl/hcc53370.2022.9833148","title":"Making the Invisible Visible in Computational Notebooks","display_name":"Making the Invisible Visible in Computational Notebooks","publication_year":2022,"publication_date":"2022-08-17","ids":{"openalex":"https://openalex.org/W4292265720","doi":"https://doi.org/10.1109/vl/hcc53370.2022.9833148"},"language":"en","primary_location":{"id":"doi:10.1109/vl/hcc53370.2022.9833148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vl/hcc53370.2022.9833148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ir.cwi.nl/pub/32600/32600.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028798512","display_name":"Mauricio Verano Merino","orcid":"https://orcid.org/0000-0003-2278-1365"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Mauricio Verano Merino","raw_affiliation_strings":["Vrije Universiteit Amsterdam,Amsterdam,The Netherlands","Vrije Universiteit Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam,Amsterdam,The Netherlands","institution_ids":["https://openalex.org/I865915315"]},{"raw_affiliation_string":"Vrije Universiteit Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062351836","display_name":"L. Thomas van Binsbergen","orcid":"https://orcid.org/0000-0001-8113-2221"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"L. Thomas van Binsbergen","raw_affiliation_strings":["University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050438959","display_name":"Mazyar Seraj","orcid":"https://orcid.org/0000-0002-4108-3186"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mazyar Seraj","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028798512"],"corresponding_institution_ids":["https://openalex.org/I865915315"],"apc_list":null,"apc_paid":null,"fwci":0.8256,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72656735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13197","display_name":"Spreadsheets and End-User Computing","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T13197","display_name":"Spreadsheets and End-User Computing","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11875","display_name":"Statistics Education and Methodologies","score":0.9387999773025513,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5839977860450745},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.36483126878738403}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5839977860450745},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.36483126878738403}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/vl/hcc53370.2022.9833148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vl/hcc53370.2022.9833148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/d622e9bb-637c-4002-88f8-67813b748439","is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/making-the-invisible-visible-in-computational-notebooks(d622e9bb-637c-4002-88f8-67813b748439).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Verano Merino, M, van Binsbergen, L T & Seraj, M 2022, Making the Invisible Visible in Computational Notebooks. in P Bottoni, G Costagliola, M Brachman & M Minas (eds), Proceedings, 2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) : VL/HCC 2022 : September 12-16, 2022, Rome, Italy. Piscataway, NJ, pp. 257-259, 2022 IEEE Symposium on Visual Languages and Human-Centric Computing, Rome, Italy, 12/09/22. https://doi.org/10.1109/VL/HCC53370.2022.9833148","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/35e707f4-749c-42f5-a3d3-9c2ac1d22327","is_oa":false,"landing_page_url":"https://research.vu.nl/en/publications/35e707f4-749c-42f5-a3d3-9c2ac1d22327","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Merino, M V, van Binsbergen, L T & Seraj, M 2022, Making the Invisible Visible in Computational Notebooks. in P Bottoni, G Costagliola, M Brachman & M Minas (eds), 2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC). Proceedings of IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC, no. September, vol. 2022, IEEE, pp. 1-3. https://doi.org/10.1109/VL/HCC53370.2022.9833148","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:cwi:oai:cwi.nl:32600","is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/32600","pdf_url":"https://ir.cwi.nl/pub/32600/32600.pdf","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencepaper"},{"id":"pmh:oai:pure.tue.nl:publications/c4528bc2-a09e-4bb1-9a92-44cd475a3023","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/c4528bc2-a09e-4bb1-9a92-44cd475a3023","pdf_url":"https://pure.tue.nl/ws/files/369855972/Making_the_Invisible_Visible_in_Computational_Notebooks.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Merino, M V, van Binsbergen, L T & Seraj, M 2022, Making the Invisible Visible in Computational Notebooks. in P Bottoni, G Costagliola, M Brachman & M Minas (eds), 2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)., 9833148, Institute of Electrical and Electronics Engineers, 2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), Roma, Italy, 12/09/22. https://doi.org/10.1109/VL/HCC53370.2022.9833148","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:cwi:oai:cwi.nl:32600","is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/32600","pdf_url":"https://ir.cwi.nl/pub/32600/32600.pdf","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencepaper"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5400000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292265720.pdf","grobid_xml":"https://content.openalex.org/works/W4292265720.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W103334549","https://openalex.org/W2064189581","https://openalex.org/W2472803348","https://openalex.org/W2820738241","https://openalex.org/W3005653651","https://openalex.org/W3035571032","https://openalex.org/W3042720972","https://openalex.org/W3088281844","https://openalex.org/W3096400672","https://openalex.org/W3103019052","https://openalex.org/W3196051572","https://openalex.org/W4238058839","https://openalex.org/W4288091274","https://openalex.org/W6604155435","https://openalex.org/W6752748919","https://openalex.org/W6982728064"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Notebooks":[0,34],"are":[1,35,51,99],"increasingly":[2],"popular":[3],"programming":[4,30,42,111],"tools":[5],"adopted":[6],"by":[7,55,69,89],"a":[8,106],"diverse":[9],"range":[10],"of":[11,46,83,118],"users,":[12,17],"including":[13],"professional":[14],"and":[15,31,40,73,131],"novice":[16],"from":[18],"various":[19],"fields":[20],"not":[21,52],"necessarily":[22],"skilled":[23],"in":[24,104],"software":[25],"engineering,":[26],"to":[27,86,109],"experiment":[28],"with":[29],"develop":[32],"software.":[33],"often":[36],"used":[37],"within":[38],"interactive":[39],"exploratory":[41],"settings;":[43],"however,":[44],"some":[45],"their":[47,56],"main":[48],"use":[49],"cases":[50],"naturally":[53],"supported":[54],"design.":[57],"For":[58],"example,":[59,123],"users":[60],"can":[61],"only":[62],"get":[63],"insights":[64,92],"into":[65,93],"the":[66,81,94,116,136],"program\u2019s":[67],"state":[68],"executing":[70],"program":[71,95],"fragments":[72],"updating":[74],"one\u2019s":[75],"mental":[76],"model.":[77],"This":[78],"paper":[79],"discusses":[80],"possibility":[82],"defining":[84],"widgets":[85,98,126],"improve":[87],"notebooks":[88],"providing":[90],"direct":[91],"state.":[96],"The":[97],"developed":[100],"upon":[101],"previous":[102],"work":[103],"which":[105],"novel":[107],"approach":[108],"incremental":[110],"is":[112],"suggested":[113],"based":[114],"on":[115,139],"notion":[117],"an":[119],"exploring":[120],"interpreter.":[121],"As":[122],"we":[124],"present":[125],"for":[127],"visualizing":[128],"execution":[129],"history":[130],"variable":[132],"assignments,":[133],"thereby":[134],"reducing":[135],"cognitive":[137],"load":[138],"users.":[140]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2022-08-19T00:00:00"}