{"id":"https://openalex.org/W4200067809","doi":"https://doi.org/10.1155/2021/6704937","title":"A Study of Big-Data-Driven Data Visualization and Visual Communication Design Patterns","display_name":"A Study of Big-Data-Driven Data Visualization and Visual Communication Design Patterns","publication_year":2021,"publication_date":"2021-12-07","ids":{"openalex":"https://openalex.org/W4200067809","doi":"https://doi.org/10.1155/2021/6704937"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6704937","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6704937","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/6704937.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2021/6704937.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102854923","display_name":"Weiming Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiming Zhu","raw_affiliation_strings":["International Institute of Fashion Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China"],"raw_orcid":"https://orcid.org/0000-0003-2276-8689","affiliations":[{"raw_affiliation_string":"International Institute of Fashion Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5102854923"],"corresponding_institution_ids":["https://openalex.org/I1328775524"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":6.3388,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.97534294,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T14254","display_name":"Digital Media and Visual Art","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.7677798271179199},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6611379384994507},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.6030048131942749},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5978644490242004},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5092910528182983},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.46569713950157166},{"id":"https://openalex.org/keywords/visual-reasoning","display_name":"Visual reasoning","score":0.46318483352661133},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4584273099899292},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.433468759059906},{"id":"https://openalex.org/keywords/visual-communication","display_name":"Visual communication","score":0.42547839879989624},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39965763688087463},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24646002054214478},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.21893835067749023},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2037864625453949}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7677798271179199},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6611379384994507},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.6030048131942749},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5978644490242004},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5092910528182983},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.46569713950157166},{"id":"https://openalex.org/C2777508537","wikidata":"https://www.wikidata.org/wiki/Q7936620","display_name":"Visual reasoning","level":2,"score":0.46318483352661133},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4584273099899292},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.433468759059906},{"id":"https://openalex.org/C105842133","wikidata":"https://www.wikidata.org/wiki/Q1899679","display_name":"Visual communication","level":2,"score":0.42547839879989624},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39965763688087463},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24646002054214478},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.21893835067749023},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2037864625453949},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/6704937","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6704937","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/6704937.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a1cf9559581a400cb7cd8bb6e1577275","is_oa":true,"landing_page_url":"https://doaj.org/article/a1cf9559581a400cb7cd8bb6e1577275","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/6704937","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6704937","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/6704937.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200067809.pdf","grobid_xml":"https://content.openalex.org/works/W4200067809.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W3010161961","https://openalex.org/W3013466130","https://openalex.org/W3014763785","https://openalex.org/W3018063079","https://openalex.org/W3040509965","https://openalex.org/W3042184416","https://openalex.org/W3045704391","https://openalex.org/W3047392324","https://openalex.org/W3070228147","https://openalex.org/W3081456333","https://openalex.org/W3088445807","https://openalex.org/W3099026481","https://openalex.org/W3121834075","https://openalex.org/W3131841536","https://openalex.org/W3135706671","https://openalex.org/W3183476775","https://openalex.org/W3186516617","https://openalex.org/W3211346320","https://openalex.org/W4239890301","https://openalex.org/W4247227000","https://openalex.org/W4250907065"],"related_works":["https://openalex.org/W4283656801","https://openalex.org/W4386929805","https://openalex.org/W4283785055","https://openalex.org/W1545333017","https://openalex.org/W3167387566","https://openalex.org/W3011111376","https://openalex.org/W2293992322","https://openalex.org/W2896388912","https://openalex.org/W4229034437","https://openalex.org/W2610221865"],"abstract_inverted_index":{"This":[0,152],"paper":[1],"provides":[2],"an":[3],"in-depth":[4],"study":[5],"and":[6,12,22,41,61,75,83,90,95,99,119,122,133,149,159,162,168,187],"analysis":[7],"of":[8,19,25,32,45,88,131,141,176],"big-data-driven":[9],"data":[10,144],"visualization":[11],"visual":[13,139,169,177],"communication":[14],"design":[15,110,171],"models.":[16],"The":[17,109],"characteristics":[18,87],"new":[20,34,46],"media":[21,27,35,47],"the":[23,30,33,42,58,67,73,85,97,105,124,138,146,163,173],"definition":[24],"traditional":[26,59],"are":[28,50],"analyzed;":[29],"importance":[31],"environment":[36],"is":[37,116,156,179],"derived":[38],"through":[39],"comparison;":[40],"successful":[43],"cases":[44],"integration":[48,175],"today":[49],"analyzed.":[51],"In":[52],"this":[53],"process,":[54],"we":[55],"will":[56],"optimize":[57,66],"science":[60,74,89,98],"technology":[62,76,91,100],"intelligence":[63,77,92,101],"service":[64,103],"model,":[65],"various":[68],"components":[69],"that":[70],"make":[71],"up":[72],"wisdom":[78,93,102],"service,":[79,94],"achieve":[80],"model":[81],"optimization":[82],"reflect":[84],"four":[86],"reconstruct":[96],"using":[104],"literature":[106],"research":[107],"method.":[108],"based":[111],"on":[112],"imagery":[113],"schema":[114],"theory":[115],"manifest,":[117],"inclusive,":[118],"somewhat":[120],"innovative":[121],"at":[123,145],"same":[125],"time":[126],"has":[127],"a":[128],"high":[129],"degree":[130],"consistency":[132],"internal":[134,153],"logical":[135,154],"relationship":[136,155],"with":[137,183],"representation":[140,178],"multidomain":[142],"heterogeneous":[143],"cognitive":[147],"level":[148],"displays":[150],"purpose.":[151],"systematically":[157],"organized":[158],"deeply":[160],"analyzed,":[161],"methodology":[164],"from":[165],"subpattern":[166],"extraction":[167],"interaction":[170],"to":[172],"deep":[174],"proposed":[180],"in":[181],"combination":[182],"specific":[184],"application":[185],"scenarios":[186],"cases.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-27T09:02:27.158192","created_date":"2025-10-10T00:00:00"}
