{"id":"https://openalex.org/W2199134679","doi":"https://doi.org/10.1109/vlhcc.2015.7357211","title":"Interactive visual machine learning in spreadsheets","display_name":"Interactive visual machine learning in spreadsheets","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2199134679","doi":"https://doi.org/10.1109/vlhcc.2015.7357211","mag":"2199134679"},"language":"en","primary_location":{"id":"doi:10.1109/vlhcc.2015.7357211","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlhcc.2015.7357211","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","raw_type":"proceedings-article"},"type":"article","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/A5025427198","display_name":"Advait Sarkar","orcid":"https://orcid.org/0000-0002-5401-3478"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Advait Sarkar","raw_affiliation_strings":["Computer Laboratory, University of Cambridge, Cambridge, United Kingdom","Computer Laboratory, University of Cambridge, 15 JJ Thomson Avenue, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Computer Laboratory, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Computer Laboratory, University of Cambridge, 15 JJ Thomson Avenue, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036018012","display_name":"Mateja Jamnik","orcid":"https://orcid.org/0000-0003-2772-2532"},"institutions":[{"id":"https://openalex.org/I14689143","display_name":"BT Research","ror":"https://ror.org/03308db07","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1332878012","https://openalex.org/I14689143"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mateja Jamnik","raw_affiliation_strings":["BT Research and Technology Adastral Park, Ipswich"],"affiliations":[{"raw_affiliation_string":"BT Research and Technology Adastral Park, Ipswich","institution_ids":["https://openalex.org/I14689143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017575045","display_name":"Alan F. Blackwell","orcid":"https://orcid.org/0000-0001-5557-574X"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alan F. Blackwell","raw_affiliation_strings":["Computer Laboratory, University of Cambridge, Cambridge, United Kingdom","Computer Laboratory, University of Cambridge, 15 JJ Thomson Avenue, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Computer Laboratory, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Computer Laboratory, University of Cambridge, 15 JJ Thomson Avenue, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047508519","display_name":"Martin Spott","orcid":"https://orcid.org/0000-0001-9810-0904"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Martin Spott","raw_affiliation_strings":["Computer Laboratory, University of Cambridge, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Computer Laboratory, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025427198"],"corresponding_institution_ids":["https://openalex.org/I241749"],"apc_list":null,"apc_paid":null,"fwci":3.3184,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.91949767,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"159","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13197","display_name":"Spreadsheets and End-User Computing","score":0.9943000078201294,"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":0.9943000078201294,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9879999756813049,"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/T11875","display_name":"Statistics Education and Methodologies","score":0.9876000285148621,"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":0.8366111516952515},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6533031463623047},{"id":"https://openalex.org/keywords/interactive-learning","display_name":"Interactive Learning","score":0.6008973121643066},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5645906329154968},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48917320370674133},{"id":"https://openalex.org/keywords/interactive-programming","display_name":"Interactive programming","score":0.4868592619895935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4710908830165863},{"id":"https://openalex.org/keywords/visual-programming-language","display_name":"Visual programming language","score":0.4614905118942261},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.4239181876182556},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.29855966567993164},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.26991137862205505},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.23183104395866394},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.21691569685935974},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.158954918384552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8366111516952515},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6533031463623047},{"id":"https://openalex.org/C2776716048","wikidata":"https://www.wikidata.org/wiki/Q6045290","display_name":"Interactive Learning","level":2,"score":0.6008973121643066},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5645906329154968},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48917320370674133},{"id":"https://openalex.org/C2779125210","wikidata":"https://www.wikidata.org/wiki/Q16622442","display_name":"Interactive programming","level":2,"score":0.4868592619895935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4710908830165863},{"id":"https://openalex.org/C128644962","wikidata":"https://www.wikidata.org/wiki/Q683111","display_name":"Visual programming language","level":2,"score":0.4614905118942261},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.4239181876182556},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.29855966567993164},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.26991137862205505},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.23183104395866394},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.21691569685935974},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.158954918384552},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vlhcc.2015.7357211","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlhcc.2015.7357211","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5699999928474426,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1540823594","https://openalex.org/W1990293817","https://openalex.org/W1994606570","https://openalex.org/W1995923922","https://openalex.org/W2001619934","https://openalex.org/W2011824517","https://openalex.org/W2012519870","https://openalex.org/W2033074184","https://openalex.org/W2036779186","https://openalex.org/W2045656688","https://openalex.org/W2053075547","https://openalex.org/W2101234009","https://openalex.org/W2106518186","https://openalex.org/W2112378171","https://openalex.org/W2119770538","https://openalex.org/W2131251708","https://openalex.org/W2133990480","https://openalex.org/W2157922094","https://openalex.org/W2162409443","https://openalex.org/W2219281195","https://openalex.org/W2563171345","https://openalex.org/W2740806990","https://openalex.org/W3120740533","https://openalex.org/W4237064741","https://openalex.org/W6675354045","https://openalex.org/W6731377465"],"related_works":["https://openalex.org/W2058104334","https://openalex.org/W1544734951","https://openalex.org/W2506622978","https://openalex.org/W4386508182","https://openalex.org/W1990529606","https://openalex.org/W2199134679","https://openalex.org/W2393411403","https://openalex.org/W2120796358","https://openalex.org/W2966687815","https://openalex.org/W1507425056"],"abstract_inverted_index":{"BrainCel":[0,21],"is":[1],"an":[2],"interactive":[3,18],"visual":[4],"system":[5,81],"for":[6],"performing":[7],"general-purpose":[8],"machine":[9,19],"learning":[10,63],"in":[11,35],"spreadsheets,":[12],"building":[13,66],"on":[14],"end-user":[15],"programming":[16],"and":[17,54,79],"learning.":[20],"features":[22],"multiple":[23],"coordinated":[24],"views":[25],"of":[26,42],"the":[27,43,48,52,77],"model":[28,53],"being":[29],"built,":[30],"explaining":[31],"its":[32,40],"current":[33],"confidence":[34],"predictions":[36],"as":[37,39],"well":[38],"coverage":[41],"input":[44],"domain,":[45],"thus":[46],"helping":[47],"user":[49],"to":[50,83],"evolve":[51],"select":[55],"training":[56],"examples.":[57],"Through":[58],"a":[59],"study":[60],"investigating":[61],"users'":[62],"barriers":[64],"while":[65],"models":[67],"using":[68],"BrainCel,":[69],"we":[70],"found":[71],"that":[72],"our":[73],"approach":[74],"successfully":[75],"complements":[76],"Teach":[78],"Try":[80],"[1]":[82],"facilitate":[84],"more":[85],"complex":[86],"modelling":[87],"activities.":[88]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}