{"id":"https://openalex.org/W4292261979","doi":"https://doi.org/10.1109/vl/hcc53370.2022.9833128","title":"Exploring Organization of Computational Notebook Cells in 2D Space","display_name":"Exploring Organization of Computational Notebook Cells in 2D Space","publication_year":2022,"publication_date":"2022-08-17","ids":{"openalex":"https://openalex.org/W4292261979","doi":"https://doi.org/10.1109/vl/hcc53370.2022.9833128"},"language":"en","primary_location":{"id":"doi:10.1109/vl/hcc53370.2022.9833128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vl/hcc53370.2022.9833128","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":"conference-paper","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/A5061187158","display_name":"Jesse Harden","orcid":"https://orcid.org/0009-0000-7827-1327"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jesse Harden","raw_affiliation_strings":["Virginia Tech,Dept. of Computer Science,Blacksburg,VA,USA","Dept. of Computer Science, Virginia Tech, Blacksburg, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech,Dept. of Computer Science,Blacksburg,VA,USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Dept. of Computer Science, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047755304","display_name":"Elizabeth Christman","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth Christman","raw_affiliation_strings":["Virginia Tech,Dept. of Computer Science,Blacksburg,VA,USA","Dept. of Computer Science, Virginia Tech, Blacksburg, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech,Dept. of Computer Science,Blacksburg,VA,USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Dept. of Computer Science, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048839624","display_name":"Nurit Kirshenbaum","orcid":"https://orcid.org/0000-0002-3587-1565"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nurit Kirshenbaum","raw_affiliation_strings":["University of Hawaii at Manoa,Dept. of Information and Computer Sciences,Honolulu,HI,USA","Dept. of Information and Computer Sciences, University of Hawaii at Manoa, Honolulu, HI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hawaii at Manoa,Dept. of Information and Computer Sciences,Honolulu,HI,USA","institution_ids":["https://openalex.org/I117965899"]},{"raw_affiliation_string":"Dept. of Information and Computer Sciences, University of Hawaii at Manoa, Honolulu, HI, USA","institution_ids":["https://openalex.org/I117965899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061311189","display_name":"John Wenskovitch","orcid":"https://orcid.org/0000-0002-0573-6442"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Wenskovitch","raw_affiliation_strings":["Virginia Tech,Dept. of Computer Science,Blacksburg,VA,USA","Dept. of Computer Science, Virginia Tech, Blacksburg, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech,Dept. of Computer Science,Blacksburg,VA,USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Dept. of Computer Science, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037183247","display_name":"Jason Leigh","orcid":"https://orcid.org/0000-0001-7693-2814"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Leigh","raw_affiliation_strings":["University of Hawaii at Manoa,Dept. of Information and Computer Sciences,Honolulu,HI,USA","Dept. of Information and Computer Sciences, University of Hawaii at Manoa, Honolulu, HI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hawaii at Manoa,Dept. of Information and Computer Sciences,Honolulu,HI,USA","institution_ids":["https://openalex.org/I117965899"]},{"raw_affiliation_string":"Dept. of Information and Computer Sciences, University of Hawaii at Manoa, Honolulu, HI, USA","institution_ids":["https://openalex.org/I117965899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037675411","display_name":"Chris North","orcid":"https://orcid.org/0000-0002-8786-7103"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris North","raw_affiliation_strings":["Virginia Tech,Dept. of Computer Science,Blacksburg,VA,USA","Dept. of Computer Science, Virginia Tech, Blacksburg, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech,Dept. of Computer Science,Blacksburg,VA,USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Dept. of Computer Science, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.202,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.86793581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9976000189781189,"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":0.9976000189781189,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9911999702453613,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/branching","display_name":"Branching (polymer chemistry)","score":0.7589555978775024},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.6483317613601685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6482838988304138},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.6322422623634338},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.5612068176269531},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5154679417610168},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.46493834257125854},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27080589532852173}],"concepts":[{"id":"https://openalex.org/C206175624","wikidata":"https://www.wikidata.org/wiki/Q595731","display_name":"Branching (polymer chemistry)","level":2,"score":0.7589555978775024},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.6483317613601685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6482838988304138},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.6322422623634338},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.5612068176269531},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5154679417610168},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.46493834257125854},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27080589532852173},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vl/hcc53370.2022.9833128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vl/hcc53370.2022.9833128","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1993503217","https://openalex.org/W2044102377","https://openalex.org/W2104686990","https://openalex.org/W2159262688","https://openalex.org/W2163805179","https://openalex.org/W2610517421","https://openalex.org/W2784241156","https://openalex.org/W2796040126","https://openalex.org/W2805606715","https://openalex.org/W2898377472","https://openalex.org/W2898671507","https://openalex.org/W2941232686","https://openalex.org/W2964148489","https://openalex.org/W2968484890","https://openalex.org/W3004171840","https://openalex.org/W3024237100","https://openalex.org/W3045292659","https://openalex.org/W3106759042","https://openalex.org/W3161042817","https://openalex.org/W3212075683","https://openalex.org/W4242395378","https://openalex.org/W6761821309","https://openalex.org/W6795141503"],"related_works":["https://openalex.org/W2462424100","https://openalex.org/W2348886128","https://openalex.org/W2388067091","https://openalex.org/W2367656648","https://openalex.org/W2148974013","https://openalex.org/W2350200549","https://openalex.org/W4214707141","https://openalex.org/W2058799936","https://openalex.org/W2378302565","https://openalex.org/W17854358"],"abstract_inverted_index":{"Representing":[0],"branching":[1,123],"and":[2,24,32,34,58,74,83,104,109,124,138],"comparative":[3,125],"analyses":[4],"in":[5,48,64,100,118],"computational":[6,39,45],"notebooks":[7,40],"is":[8],"complicated":[9],"by":[10],"the":[11,20,35,87,107,128],"1-dimensional":[12],"(1D),":[13],"top-down":[14],"list":[15],"arrangement":[16],"of":[17,22,44],"cells.":[18],"Given":[19],"ubiquity":[21],"these":[23],"other":[25],"non-linear":[26],"features,":[27],"their":[28],"importance":[29],"to":[30,132],"analysis":[31],"narrative,":[33],"struggles":[36],"current":[37],"1D":[38,131],"have,":[41],"enabling":[42],"organization":[43],"notebook":[46,98],"cells":[47,63,99],"2":[49],"dimensions":[50],"(2D)":[51],"may":[52,134],"prove":[53],"valuable.":[54],"We":[55],"investigated":[56],"whether":[57],"how":[59],"users":[60,114],"would":[61],"organize":[62],"such":[65],"a":[66,71,80],"\"2D":[67],"Computational":[68,120],"Notebook\"":[69],"through":[70,79],"user":[72,88],"study":[73],"gathered":[75],"feedback":[76],"from":[77,130],"participants":[78],"follow-up":[81],"survey":[82,108],"optional":[84],"interviews.":[85],"Through":[86,106],"study,":[89],"we":[90,111],"found":[91,112],"3":[92],"main":[93],"design":[94],"patterns":[95],"for":[96,122],"arranging":[97],"2D:":[101],"Linear,":[102],"Multi-Column,":[103],"Workboard.":[105],"interviews,":[110],"that":[113],"see":[115],"potential":[116],"value":[117],"2D":[119,133],"Notebooks":[121],"analyses,":[126],"but":[127],"expansion":[129],"necessitate":[135],"additional":[136],"navigational":[137],"organizational":[139],"aids.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
