{"id":"https://openalex.org/W2564369226","doi":"https://doi.org/10.2312/eurovisshort.20161173","title":"Clarifying Hypotheses by Sketching Data","display_name":"Clarifying Hypotheses by Sketching Data","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2564369226","doi":"https://doi.org/10.2312/eurovisshort.20161173","mag":"2564369226"},"language":"en","primary_location":{"id":"doi:10.2312/eurovisshort.20161173","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurovisshort.20161173","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"type":"other","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/eurovisshort.20161173","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088155059","display_name":"Mariana M\u0103r\u0103\u015foiu","orcid":"https://orcid.org/0000-0002-5917-3702"},"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":"Marasoiu, Mariana","raw_affiliation_strings":["University of Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"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":"Blackwell, Alan F.","raw_affiliation_strings":["University of Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","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":false,"raw_author_name":"Sarkar, Advait","raw_affiliation_strings":["University of Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge, 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/I122228004","display_name":"HTW Berlin - University of Applied Sciences","ror":"https://ror.org/01xzwj424","country_code":"DE","type":"education","lineage":["https://openalex.org/I122228004"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Spott, Martin","raw_affiliation_strings":["HTW, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HTW, Berlin, Germany","institution_ids":["https://openalex.org/I122228004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"125","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7853331565856934},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7001569271087646},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.5590126514434814},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.5282807946205139},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5237193703651428},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5072585940361023},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5059444308280945},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4881969094276428},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40958791971206665},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19062218070030212},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.10742884874343872},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10552307963371277}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7853331565856934},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7001569271087646},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.5590126514434814},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.5282807946205139},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5237193703651428},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5072585940361023},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5059444308280945},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4881969094276428},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40958791971206665},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19062218070030212},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.10742884874343872},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10552307963371277},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2312/eurovisshort.20161173","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurovisshort.20161173","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null},{"id":"mag:2564369226","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/vissym/eurovis2016.html#MarasoiuBSS16","pdf_url":null,"source":{"id":"https://openalex.org/S4306418840","display_name":"IEEE VGTC Conference on Visualization","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE VGTC Conference on Visualization","raw_type":null}],"best_oa_location":{"id":"doi:10.2312/eurovisshort.20161173","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurovisshort.20161173","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1950803081","https://openalex.org/W1970569592","https://openalex.org/W1979290264","https://openalex.org/W2009899978","https://openalex.org/W2044102377","https://openalex.org/W2053406820","https://openalex.org/W2071599890","https://openalex.org/W2085627919","https://openalex.org/W2093903345","https://openalex.org/W2097173901","https://openalex.org/W2097267403","https://openalex.org/W2097370489","https://openalex.org/W2124293601","https://openalex.org/W2138222606","https://openalex.org/W2138607828","https://openalex.org/W2142959074","https://openalex.org/W2145817751","https://openalex.org/W2148713609","https://openalex.org/W2171556239"],"related_works":["https://openalex.org/W2994972352","https://openalex.org/W404856347","https://openalex.org/W2241551556","https://openalex.org/W3003794868","https://openalex.org/W2261011993","https://openalex.org/W2082471240","https://openalex.org/W2148504035","https://openalex.org/W2759939602","https://openalex.org/W2007003795","https://openalex.org/W46845171","https://openalex.org/W2001733172","https://openalex.org/W1997901969","https://openalex.org/W2166699593","https://openalex.org/W2162907366","https://openalex.org/W117799220","https://openalex.org/W2969874558","https://openalex.org/W2800715958","https://openalex.org/W2149028520","https://openalex.org/W1981930250","https://openalex.org/W1590647218"],"abstract_inverted_index":{"Discussions":[0],"between":[1,62],"data":[2,33,63,79],"analysts":[3,34,64,81],"and":[4,21,25,39,47,65,122],"colleagues":[5],"or":[6],"clients":[7,67],"with":[8,37],"no":[9],"statistical":[10,24],"background":[11],"are":[12],"difficult,":[13],"as":[14],"the":[15,69,73,100,109,113],"analyst":[16],"often":[17],"has":[18],"to":[19,59,82,98],"teach":[20],"explain":[22],"their":[23,66],"domain":[26],"knowledge.":[27],"We":[28,88,111],"investigate":[29],"work":[30],"practices":[31],"of":[32,44,49,72,115],"who":[35],"collaborate":[36],"non-experts,":[38],"report":[40,123],"findings":[41],"regarding":[42],"types":[43],"analysis,":[45],"collaboration":[46,61],"availability":[48],"data.":[50,110],"Based":[51],"on":[52,124],"these,":[53],"we":[54],"have":[55],"created":[56],"a":[57],"tool":[58],"enhance":[60],"in":[68,96,108],"initial":[70],"stages":[71],"analytical":[74],"process.":[75],"Sketching":[76],"time":[77],"series":[78],"allows":[80],"discuss":[83],"expectations":[84],"for":[85,127],"later":[86],"analysis.":[87],"propose":[89],"function":[90],"composition":[91],"rather":[92],"than":[93],"freehand":[94],"sketching,":[95],"order":[97],"structure":[99],"analyst-client":[101],"conversation":[102],"by":[103],"independently":[104],"expressing":[105],"expected":[106],"features":[107],"evaluate":[112],"usability":[114],"our":[116],"prototype":[117],"through":[118],"two":[119],"small":[120],"studies,":[121],"user":[125],"feedback":[126],"future":[128],"iterations.":[129]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}