{"id":"https://openalex.org/W4407169276","doi":"https://doi.org/10.1109/tvcg.2025.3538768","title":"From Requirement to Solution: Unveiling Problem-Driven Design Patterns in Visual Analytics","display_name":"From Requirement to Solution: Unveiling Problem-Driven Design Patterns in Visual Analytics","publication_year":2025,"publication_date":"2025-02-05","ids":{"openalex":"https://openalex.org/W4407169276","doi":"https://doi.org/10.1109/tvcg.2025.3538768","pmid":"https://pubmed.ncbi.nlm.nih.gov/40031776"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2025.3538768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3538768","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5091026913","display_name":"Y. G. Wu","orcid":"https://orcid.org/0009-0005-8333-4405"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Wu","raw_affiliation_strings":["School of Information Science and Technology, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0005-8333-4405","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shenghan Gao","orcid":"https://orcid.org/0009-0008-3397-0341"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenghan Gao","raw_affiliation_strings":["School of Information Science and Technology, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0008-3397-0341","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118899360","display_name":"Shizhen Zhang","orcid":"https://orcid.org/0009-0003-6704-0170"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shizhen Zhang","raw_affiliation_strings":["School of Information Science and Technology, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0003-6704-0170","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaofeng Dou","orcid":"https://orcid.org/0009-0007-9156-6243"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Dou","raw_affiliation_strings":["School of Information Science and Technology, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0007-9156-6243","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086326351","display_name":"Xingbo Wang","orcid":"https://orcid.org/0000-0001-5693-1128"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xingbo Wang","raw_affiliation_strings":["Weill Cornell Medical College, Cornell University, Ithaca, NY, USA","Weill Cornell Medical College, Cornell University, USA"],"raw_orcid":"https://orcid.org/0000-0001-5693-1128","affiliations":[{"raw_affiliation_string":"Weill Cornell Medical College, Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"Weill Cornell Medical College, Cornell University, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100447162","display_name":"Quan Li","orcid":"https://orcid.org/0000-0003-2249-0728"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Li","raw_affiliation_strings":["School of Information Science and Technology, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2249-0728","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Shanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01262251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"31","issue":"10","first_page":"7089","last_page":"7106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9785000085830688,"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":0.9785000085830688,"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/visual-analytics","display_name":"Visual analytics","score":0.7860963344573975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7801095247268677},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5598332285881042},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5465273261070251},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5228753089904785},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.5178466439247131},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4197550415992737},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3942982256412506},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3631908595561981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.287303626537323}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7860963344573975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7801095247268677},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5598332285881042},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5465273261070251},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5228753089904785},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.5178466439247131},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4197550415992737},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3942982256412506},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3631908595561981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.287303626537323}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2025.3538768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3538768","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:40031776","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40031776","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7865211951","display_name":null,"funder_award_id":"62372298","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":106,"referenced_works":["https://openalex.org/W884650706","https://openalex.org/W1535773382","https://openalex.org/W1617242785","https://openalex.org/W1921146390","https://openalex.org/W1963822838","https://openalex.org/W1965835347","https://openalex.org/W1970569592","https://openalex.org/W1973842198","https://openalex.org/W1979011152","https://openalex.org/W1986998155","https://openalex.org/W2023468127","https://openalex.org/W2030246490","https://openalex.org/W2035324138","https://openalex.org/W2036469702","https://openalex.org/W2041783407","https://openalex.org/W2053154970","https://openalex.org/W2054901814","https://openalex.org/W2064236037","https://openalex.org/W2068963126","https://openalex.org/W2073800769","https://openalex.org/W2084776154","https://openalex.org/W2087878135","https://openalex.org/W2088290398","https://openalex.org/W2111263072","https://openalex.org/W2114313114","https://openalex.org/W2141115795","https://openalex.org/W2142493242","https://openalex.org/W2149209690","https://openalex.org/W2161133721","https://openalex.org/W2164244016","https://openalex.org/W2313429416","https://openalex.org/W2319475945","https://openalex.org/W2484783315","https://openalex.org/W2528824210","https://openalex.org/W2750871462","https://openalex.org/W2752126964","https://openalex.org/W2752194699","https://openalex.org/W2752586131","https://openalex.org/W2795915595","https://openalex.org/W2888693151","https://openalex.org/W2893391262","https://openalex.org/W2906129026","https://openalex.org/W2915593025","https://openalex.org/W2956831428","https://openalex.org/W2960145016","https://openalex.org/W2962972423","https://openalex.org/W2963015399","https://openalex.org/W2964200170","https://openalex.org/W2965544063","https://openalex.org/W2966541941","https://openalex.org/W2968697710","https://openalex.org/W2969269317","https://openalex.org/W2969396217","https://openalex.org/W2969493429","https://openalex.org/W2969653330","https://openalex.org/W2969940513","https://openalex.org/W3039754576","https://openalex.org/W3080570305","https://openalex.org/W3081850804","https://openalex.org/W3083353120","https://openalex.org/W3087616913","https://openalex.org/W3091993229","https://openalex.org/W3092273406","https://openalex.org/W3092347923","https://openalex.org/W3092968263","https://openalex.org/W3094617751","https://openalex.org/W3096199822","https://openalex.org/W3112583104","https://openalex.org/W3122555173","https://openalex.org/W3137258220","https://openalex.org/W3146142859","https://openalex.org/W3152147466","https://openalex.org/W3175950569","https://openalex.org/W3185482315","https://openalex.org/W3202365689","https://openalex.org/W3202949724","https://openalex.org/W3203244351","https://openalex.org/W3203626883","https://openalex.org/W3204021492","https://openalex.org/W3204039195","https://openalex.org/W3204415071","https://openalex.org/W4200283487","https://openalex.org/W4210278179","https://openalex.org/W4212863283","https://openalex.org/W4221153118","https://openalex.org/W4223608729","https://openalex.org/W4237375617","https://openalex.org/W4250780101","https://openalex.org/W4289373910","https://openalex.org/W4294214983","https://openalex.org/W4297094534","https://openalex.org/W4297094587","https://openalex.org/W4297094702","https://openalex.org/W4297094750","https://openalex.org/W4297964933","https://openalex.org/W4301392379","https://openalex.org/W4302275297","https://openalex.org/W4304480495","https://openalex.org/W4304757966","https://openalex.org/W4322707262","https://openalex.org/W4384162093","https://openalex.org/W4387885609","https://openalex.org/W4387918100","https://openalex.org/W4389179242","https://openalex.org/W4389352435","https://openalex.org/W4396833573"],"related_works":["https://openalex.org/W4390204044","https://openalex.org/W2564956852","https://openalex.org/W2362367986","https://openalex.org/W3041760129","https://openalex.org/W2571228289","https://openalex.org/W3149127250","https://openalex.org/W2143428259","https://openalex.org/W2158984754","https://openalex.org/W3208630418","https://openalex.org/W4246764483"],"abstract_inverted_index":{"Visual":[0],"Analytics":[1],"(VA)":[2],"researchers":[3,180],"frequently":[4],"collaborate":[5],"closely":[6],"with":[7,67],"domain":[8],"experts":[9],"to":[10,17,33,109,158],"derive":[11],"requirements":[12],"and":[13,27,43,76,90,100,105,127,150,171,181],"select":[14],"appropriate":[15],"solutions":[16,101],"fulfill":[18],"these":[19,57],"requirements.":[20],"Despite":[21],"strides":[22],"made":[23],"in":[24,38,52,114],"exploring":[25],"requirement":[26,75],"solution":[28,77,107,122],"spaces,":[29],"challenges":[30],"persist":[31],"due":[32],"the":[34,39,44,72,95,119,141,160,166],"absence":[35],"of":[36,46,64,121,135,143,162,168],"guidance":[37],"initial":[40],"consideration":[41,163],"space":[42],"lack":[45],"shared":[47,176],"problem-solving":[48,112,148],"knowledge,":[49],"often":[50],"resulting":[51],"suboptimal":[53],"solutions.":[54,91],"To":[55],"address":[56],"issues,":[58],"we":[59,83,131],"conducted":[60],"an":[61],"empirical":[62],"study":[63],"VA":[65,81],"research,":[66],"a":[68,125,133,173],"focus":[69],"on":[70],"mapping":[71],"relations":[73],"between":[74,97],"spaces.":[78],"Analyzing":[79],"220":[80],"papers,":[82],"formulate":[84],"refined":[85],"topologies":[86],"for":[87,175],"data,":[88,99],"requirements,":[89,98],"We":[92],"propose":[93],"conceptualizing":[94],"connections":[96],"through":[102],"knowledge":[103,113,149],"graphs":[104],"utilizing":[106],"paths":[108,123],"encapsulate":[110],"fundamental":[111],"visual":[115],"analytics":[116],"research.":[117],"Through":[118],"integration":[120],"into":[124],"graph":[126],"analyzing":[128],"their":[129],"interconnections,":[130],"identified":[132],"subset":[134],"problem-driven":[136,152],"design":[137,153,177],"patterns":[138],"that":[139],"demonstrated":[140],"efficacy":[142],"our":[144,155],"approach.":[145],"By":[146],"externalizing":[147],"formulating":[151],"patterns,":[154],"aim":[156],"is":[157],"streamline":[159],"exploration":[161],"space,":[164],"facilitating":[165],"inclusion":[167],"\"good\"":[169],"solutions,":[170],"establish":[172],"benchmark":[174],"decisions":[178],"among":[179],"readers.":[182]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
