{"id":"https://openalex.org/W2576745716","doi":"https://doi.org/10.2352/issn.2470-1173.2016.16.hvei-132","title":"A Grounded Theory Study on the Language of Data Visualization Principles and Guidelines","display_name":"A Grounded Theory Study on the Language of Data Visualization Principles and Guidelines","publication_year":2016,"publication_date":"2016-02-14","ids":{"openalex":"https://openalex.org/W2576745716","doi":"https://doi.org/10.2352/issn.2470-1173.2016.16.hvei-132","mag":"2576745716"},"language":"en","primary_location":{"id":"doi:10.2352/issn.2470-1173.2016.16.hvei-132","is_oa":false,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2016.16.hvei-132","pdf_url":null,"source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-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/A5012111319","display_name":"Eser Kandogan","orcid":"https://orcid.org/0009-0004-3509-5502"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Eser Kandogan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5010193332","display_name":"Han\u2010Seung Lee","orcid":"https://orcid.org/0000-0001-9776-5859"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanseung Lee","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012111319"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5068,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.74688318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"28","issue":"16","first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.998199999332428,"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":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7646087408065796},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7485804557800293},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7357869744300842},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7142402529716492},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.605574905872345},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5998006463050842},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5772272944450378},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5432322025299072},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5337352156639099},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5136086940765381},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4585019052028656},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.27049607038497925},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23686131834983826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23604658246040344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7646087408065796},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7485804557800293},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7357869744300842},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7142402529716492},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.605574905872345},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5998006463050842},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5772272944450378},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5432322025299072},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5337352156639099},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5136086940765381},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4585019052028656},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.27049607038497925},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23686131834983826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23604658246040344},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2352/issn.2470-1173.2016.16.hvei-132","is_oa":false,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2016.16.hvei-132","pdf_url":null,"source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W348707231","https://openalex.org/W2362367986","https://openalex.org/W2377559894","https://openalex.org/W2105200106","https://openalex.org/W2016648600","https://openalex.org/W2172127625","https://openalex.org/W2205837543","https://openalex.org/W3041760129","https://openalex.org/W2157178603","https://openalex.org/W2064719069"],"abstract_inverted_index":{"Current":[0],"automated":[1,57],"visualization":[2,28,50,58],"techniques":[3],"use":[4],"only":[5,111],"a":[6,20,74,88],"small":[7],"set":[8,22,113],"of":[9,56,90,114,143],"basic":[10],"guidelines,":[11],"mostly":[12],"based":[13],"on":[14],"perceptual":[15],"principles.":[16],"Yet,":[17],"in":[18,139],"literature":[19],"broad":[21],"factors":[23,47,94,115,124],"are":[24,130],"discussed":[25],"for":[26],"effective":[27],"design.":[29],"In":[30],"this":[31],"paper,":[32],"we":[33],"analyzed":[34],"principles":[35],"and":[36,43,45,66,69,83,86,98,128],"guidelines":[37],"extracted":[38],"from":[39],"academic":[40],"papers,":[41],"books,":[42],"blogs":[44],"examined":[46],"that":[48,104],"influence":[49],"design":[51,55,144],"to":[52,64,108,132,148],"aid":[53],"the":[54,141],"systems.":[59,152],"We":[60,72],"used":[61],"grounded":[62],"theory":[63],"code":[65],"examine":[67],"concepts":[68],"relationships":[70],"extracted.":[71],"found":[73,87],"variety":[75,89],"factors,":[76],"including":[77,95],"domain,":[78],"semantics,":[79],"user":[80],"tasks,":[81],"insight,":[82],"display":[84],"characteristics":[85],"interactions":[91,119],"between":[92],"these":[93],"causal,":[96],"contextual,":[97],"logical":[99],"relationships.":[100],"Our":[101],"findings":[102],"suggest":[103],"automatic":[105,149],"approaches":[106],"need":[107],"handle":[109],"not":[110],"broader":[112],"but":[116],"also":[117],"complex":[118],"among":[120],"them.":[121],"Furthermore,":[122],"several":[123],"such":[125],"as":[126,146],"domain":[127],"semantics":[129],"likely":[131],"gain":[133],"even":[134],"more":[135],"importance,":[136],"necessitating":[137],"flexibility":[138],"terms":[140],"specification":[142],"know-how":[145],"input":[147],"visual":[150],"analytics":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}