{"id":"https://openalex.org/W4409884001","doi":"https://doi.org/10.1145/3706598.3714141","title":"Enhancing Computational Notebooks with Code+Data Space Versioning","display_name":"Enhancing Computational Notebooks with Code+Data Space Versioning","publication_year":2025,"publication_date":"2025-04-25","ids":{"openalex":"https://openalex.org/W4409884001","doi":"https://doi.org/10.1145/3706598.3714141"},"language":"en","primary_location":{"id":"doi:10.1145/3706598.3714141","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3714141","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3706598.3714141","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 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":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3706598.3714141","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001927645","display_name":"Hanxi Fang","orcid":"https://orcid.org/0009-0001-5877-6202"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanxi Fang","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, Illinois, USA"],"raw_orcid":"https://orcid.org/0009-0001-5877-6202","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039513625","display_name":"Supawit Chockchowwat","orcid":"https://orcid.org/0000-0003-2881-8501"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Supawit Chockchowwat","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0003-2881-8501","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018532037","display_name":"Hari Sundaram","orcid":"https://orcid.org/0000-0003-3315-6055"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hari Sundaram","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0003-3315-6055","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023168280","display_name":"Yongjoo Park","orcid":"https://orcid.org/0000-0003-3786-6214"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongjoo Park","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Urbana, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0003-3786-6214","affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Urbana, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.988099992275238,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.988099992275238,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9815000295639038,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7299484014511108},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.7093303203582764},{"id":"https://openalex.org/keywords/software-versioning","display_name":"Software versioning","score":0.5968028903007507},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5167673826217651},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.24085411429405212}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7299484014511108},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.7093303203582764},{"id":"https://openalex.org/C198140048","wikidata":"https://www.wikidata.org/wiki/Q10859422","display_name":"Software versioning","level":3,"score":0.5968028903007507},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5167673826217651},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.24085411429405212},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3706598.3714141","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3714141","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3706598.3714141","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2504.01367","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2504.01367","pdf_url":"https://arxiv.org/pdf/2504.01367","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3706598.3714141","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3714141","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3706598.3714141","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3496473163","display_name":"III: Medium: CARE: Interactive Systems for Scalable, Causal Data Science","funder_award_id":"2312561","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409884001.pdf","grobid_xml":"https://content.openalex.org/works/W4409884001.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W2007044900","https://openalex.org/W2104954161","https://openalex.org/W2302890201","https://openalex.org/W2610517421","https://openalex.org/W2796040126","https://openalex.org/W2898377472","https://openalex.org/W2941232686","https://openalex.org/W2941629559","https://openalex.org/W2942846919","https://openalex.org/W2964148489","https://openalex.org/W2968484890","https://openalex.org/W2983901715","https://openalex.org/W3012094108","https://openalex.org/W3029838198","https://openalex.org/W3032086959","https://openalex.org/W3035965352","https://openalex.org/W3037564822","https://openalex.org/W3099878876","https://openalex.org/W3106759042","https://openalex.org/W3125702975","https://openalex.org/W3127102982","https://openalex.org/W3161042817","https://openalex.org/W3162449204","https://openalex.org/W4220800050","https://openalex.org/W4224991060","https://openalex.org/W4225469545","https://openalex.org/W4241602464","https://openalex.org/W4283328246","https://openalex.org/W4292261979","https://openalex.org/W4360614990","https://openalex.org/W4366548004","https://openalex.org/W4366594566","https://openalex.org/W4376654457","https://openalex.org/W4384026607","https://openalex.org/W4389539781","https://openalex.org/W4391103900","https://openalex.org/W4398234358"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W1503327463","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"There":[0],"is":[1],"a":[2,48,96,121],"gap":[3],"between":[4],"how":[5,10],"people":[6],"explore":[7,16],"data":[8,17,82,136],"and":[9,66,81,104],"Jupyterlike":[11],"computational":[12,64,93],"notebooks":[13,27,65,94],"are":[14,28,36],"designed.People":[15],"nonlinearly,":[18],"using":[19,70],"execution":[20,102],"undos,":[21],"branching,":[22],"and/or":[23],"complete":[24],"reverts,":[25],"whereas":[26],"designed":[29],"for":[30,63],"sequential":[31],"exploration.Recent":[32],"works":[33],"like":[34],"ForkIt":[35],"still":[37],"insufficient":[38],"to":[39],"support":[40],"these":[41],"multiple":[42],"modes":[43],"of":[44,85,92],"nonlinear":[45],"exploration":[46,109],"in":[47,95,134],"unified":[49],"way.In":[50],"this":[51,111],"work,":[52],"we":[53],"address":[54],"the":[55,90],"challenge":[56],"by":[57],"introducing":[58],"twodimensional":[59],"code+data":[60],"space":[61],"versioning":[62,113],"verifying":[67],"its":[68],"effectiveness":[69],"our":[71],"prototype":[72],"system,":[73],"Kishuboard,":[74],"which":[75],"integrates":[76],"with":[77,120],"Jupyter.By":[78],"adjusting":[79],"code":[80],"knobs,":[83],"users":[84],"Kishuboard":[86,129],"can":[87,115],"intuitively":[88],"manage":[89],"state":[91],"flexible":[97],"way,":[98],"thereby":[99],"achieving":[100],"both":[101],"rollbacks":[103],"checkouts":[105],"across":[106],"complex":[107],"multi-branch":[108],"history.Moreover,":[110],"two-dimensional":[112],"mechanism":[114],"easily":[116],"be":[117],"presented":[118],"along":[119],"friendly":[122],"one-dimensional":[123],"history.Human":[124],"subject":[125],"studies":[126],"indicate":[127],"that":[128],"significantly":[130],"enhances":[131],"user":[132],"productivity":[133],"various":[135],"science":[137],"tasks.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
