{"id":"https://openalex.org/W3152923764","doi":"https://doi.org/10.1145/3397481.3450680","title":"Data-centric disambiguation for data transformation with programming-by-example","display_name":"Data-centric disambiguation for data transformation with programming-by-example","publication_year":2021,"publication_date":"2021-04-14","ids":{"openalex":"https://openalex.org/W3152923764","doi":"https://doi.org/10.1145/3397481.3450680","mag":"3152923764"},"language":"en","primary_location":{"id":"doi:10.1145/3397481.3450680","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3397481.3450680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"26th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://univoak.eu/islandora/object/islandora%3A119733","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019800133","display_name":"Minori Narita","orcid":"https://orcid.org/0000-0003-2808-6056"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Minori Narita","raw_affiliation_strings":["College of Information and Computer Sciences University of Massachusetts Amherst, United States"],"affiliations":[{"raw_affiliation_string":"College of Information and Computer Sciences University of Massachusetts Amherst, United States","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024090509","display_name":"Nolwenn Maudet","orcid":"https://orcid.org/0000-0002-9035-7366"},"institutions":[{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nolwenn Maudet","raw_affiliation_strings":["Universit\u00e9 de Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Strasbourg, France","institution_ids":["https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101561180","display_name":"Yi L\u00fc","orcid":"https://orcid.org/0000-0002-2540-6598"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yi Lu","raw_affiliation_strings":["Graduate School of Information Science and Technology The University of Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology The University of Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102743150","display_name":"Takeo Igarashi","orcid":"https://orcid.org/0000-0002-5495-6441"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeo Igarashi","raw_affiliation_strings":["The University of Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019800133"],"corresponding_institution_ids":["https://openalex.org/I24603500"],"apc_list":null,"apc_paid":null,"fwci":1.1354,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82199404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"454","last_page":"463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9966999888420105,"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/computer-science","display_name":"Computer science","score":0.8708254098892212},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.7490294575691223},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.7128345966339111},{"id":"https://openalex.org/keywords/data-transformation","display_name":"Data transformation","score":0.6417204141616821},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.596916913986206},{"id":"https://openalex.org/keywords/completeness","display_name":"Completeness (order theory)","score":0.542809784412384},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5427988767623901},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5219892263412476},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5170034170150757},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5026328563690186},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.433074414730072},{"id":"https://openalex.org/keywords/program-transformation","display_name":"Program transformation","score":0.4237945079803467},{"id":"https://openalex.org/keywords/model-transformation","display_name":"Model transformation","score":0.4227890074253082},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4140656590461731},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.37719807028770447},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3418053984642029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23985671997070312},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.07808193564414978}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8708254098892212},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.7490294575691223},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.7128345966339111},{"id":"https://openalex.org/C150670458","wikidata":"https://www.wikidata.org/wiki/Q4272815","display_name":"Data transformation","level":3,"score":0.6417204141616821},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.596916913986206},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.542809784412384},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5427988767623901},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5219892263412476},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5170034170150757},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5026328563690186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.433074414730072},{"id":"https://openalex.org/C2778361913","wikidata":"https://www.wikidata.org/wiki/Q7248437","display_name":"Program transformation","level":2,"score":0.4237945079803467},{"id":"https://openalex.org/C2779791154","wikidata":"https://www.wikidata.org/wiki/Q258040","display_name":"Model transformation","level":3,"score":0.4227890074253082},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4140656590461731},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.37719807028770447},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3418053984642029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23985671997070312},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.07808193564414978},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3397481.3450680","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3397481.3450680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"26th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},{"id":"pmh:oai:univoak.eu:islandora_119733","is_oa":true,"landing_page_url":null,"pdf_url":"https://univoak.eu/islandora/object/islandora%3A119733","source":{"id":"https://openalex.org/S4306402449","display_name":"univOAK (4 institutions : Universit\u00e9 de Strasbourg, Universit\u00e9 de Haute Alsace, INSA Strasbourg, Biblioth\u00e8que Nationale et Universitaire de Strasbourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210100283","host_organization_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","host_organization_lineage":["https://openalex.org/I4210100283"],"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/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:univoak.eu:islandora_119733","is_oa":true,"landing_page_url":null,"pdf_url":"https://univoak.eu/islandora/object/islandora%3A119733","source":{"id":"https://openalex.org/S4306402449","display_name":"univOAK (4 institutions : Universit\u00e9 de Strasbourg, Universit\u00e9 de Haute Alsace, INSA Strasbourg, Biblioth\u00e8que Nationale et Universitaire de Strasbourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210100283","host_organization_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","host_organization_lineage":["https://openalex.org/I4210100283"],"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/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3282004645","display_name":null,"funder_award_id":"JPMJCR","funder_id":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology"},{"id":"https://openalex.org/G5756347678","display_name":null,"funder_award_id":"JPMJCR17A1","funder_id":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3152923764.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1694295455","https://openalex.org/W1791762382","https://openalex.org/W1792831685","https://openalex.org/W2008896880","https://openalex.org/W2064766209","https://openalex.org/W2119803607","https://openalex.org/W2126650630","https://openalex.org/W2133990480","https://openalex.org/W2142094977","https://openalex.org/W2146105230","https://openalex.org/W2147023121","https://openalex.org/W2162340487","https://openalex.org/W2182353144","https://openalex.org/W2496170334","https://openalex.org/W2613176450","https://openalex.org/W2740333758","https://openalex.org/W2798578675","https://openalex.org/W4250102289"],"related_works":["https://openalex.org/W3149387783","https://openalex.org/W4256184007","https://openalex.org/W2101393557","https://openalex.org/W1588559608","https://openalex.org/W1495958474","https://openalex.org/W2049244577","https://openalex.org/W2173932499","https://openalex.org/W2076676096","https://openalex.org/W2549990364","https://openalex.org/W1510971608"],"abstract_inverted_index":{"Programming-by-example":[0],"(PBE),":[1],"can":[2,33,143],"be":[3,34],"a":[4,55],"powerful":[5],"tool":[6],"to":[7,40,85,96,117,147],"reduce":[8],"manual":[9],"work":[10],"in":[11,68],"repetitive":[12],"data":[13,26,61,69,92],"transformation":[14,27,70],"tasks.":[15],"However,":[16],"few":[17],"examples":[18],"often":[19],"leave":[20],"ambiguity":[21,32,67],"and":[22,73,111,120,131,150],"may":[23],"cause":[24],"undesirable":[25],"by":[28,36,71],"the":[29,38,43,66,75,79,88,93,101,122,133],"system.":[30],"This":[31],"resolved":[35],"allowing":[37],"user":[39,94,137],"directly":[41],"edit":[42],"synthesized":[44,102],"programs;":[45],"however,":[46],"this":[47],"is":[48,84,126],"difficult":[49],"for":[50,60],"non-programmers.":[51],"Here,":[52],"we":[53],"present":[54],"novel":[56],"approach:":[57],"data-centric":[58],"disambiguation":[59],"transformation,":[62],"where":[63],"users":[64,116],"resolve":[65],"examining":[72],"modifying":[74,132],"output":[76],"rather":[77],"than":[78,129],"program.":[80],"The":[81,136],"key":[82],"idea":[83],"focus":[86],"on":[87],"given":[89],"set":[90],"of":[91,99],"wants":[95],"transform":[97],"instead":[98],"pursuing":[100],"program\u2019s":[103],"generality":[104],"or":[105],"completeness.":[106],"Our":[107],"system":[108,142],"provides":[109],"visualization":[110],"interaction":[112],"methods":[113],"that":[114,140],"allow":[115],"efficiently":[118,151],"examine":[119],"fix":[121],"transformed":[123],"outputs,":[124],"which":[125],"much":[127],"simpler":[128],"understanding":[130],"program":[134],"itself.":[135],"study":[138],"suggests":[139],"our":[141],"successfully":[144],"help":[145],"non-programmers":[146],"more":[148],"easily":[149],"process":[152],"data.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}