{"id":"https://openalex.org/W4392575671","doi":"https://doi.org/10.1145/3613904.3642944","title":"SalienTime: User-driven Selection of Salient Time Steps for Large-Scale Geospatial Data Visualization","display_name":"SalienTime: User-driven Selection of Salient Time Steps for Large-Scale Geospatial Data Visualization","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4392575671","doi":"https://doi.org/10.1145/3613904.3642944"},"language":"en","primary_location":{"id":"doi:10.1145/3613904.3642944","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642944","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642944","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642944","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101456696","display_name":"Juntong Chen","orcid":"https://orcid.org/0000-0001-9343-4032"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juntong Chen","raw_affiliation_strings":["School of Computer Science and Technology, East China Normal University, China"],"raw_orcid":"https://orcid.org/0000-0001-9343-4032","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103132423","display_name":"Haiwen Huang","orcid":"https://orcid.org/0009-0005-9443-3855"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiwen Huang","raw_affiliation_strings":["School of Computer Science and Technology, East China Normal University, China"],"raw_orcid":"https://orcid.org/0009-0005-9443-3855","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070075266","display_name":"Huayuan Ye","orcid":"https://orcid.org/0009-0008-8208-2017"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huayuan Ye","raw_affiliation_strings":["School of Computer Science and Technology, East China Normal University, China"],"raw_orcid":"https://orcid.org/0009-0008-8208-2017","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086256834","display_name":"Zhong Peng","orcid":"https://orcid.org/0000-0003-2033-9258"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Peng","raw_affiliation_strings":["State Key Laboratory of Estuarine and Coastal Research, East China Normal University, China"],"raw_orcid":"https://orcid.org/0000-0003-2033-9258","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Estuarine and Coastal Research, East China Normal University, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649746","display_name":"Chenhui Li","orcid":"https://orcid.org/0000-0001-9835-2650"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhui Li","raw_affiliation_strings":["School of Computer Science and Technology, East China Normal University, China"],"raw_orcid":"https://orcid.org/0000-0001-9835-2650","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063110936","display_name":"Changbo Wang","orcid":"https://orcid.org/0000-0001-8940-6418"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changbo Wang","raw_affiliation_strings":["School of Computer Science and Software Engineering, East China Normal University, China"],"raw_orcid":"https://orcid.org/0000-0001-8940-6418","affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, East China Normal University, China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0936,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76979197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9987999796867371,"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":0.9987999796867371,"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/T11106","display_name":"Data Management and Algorithms","score":0.9966999888420105,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8374590873718262},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.7943843603134155},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6781381964683533},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6172411441802979},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.6020976901054382},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5975140929222107},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5440151691436768},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5212322473526001},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4868447184562683},{"id":"https://openalex.org/keywords/geovisualization","display_name":"Geovisualization","score":0.4722325801849365},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44318264722824097},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4420984983444214},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3330531120300293},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.2492007613182068},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22363263368606567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19239380955696106},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17385661602020264}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8374590873718262},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.7943843603134155},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6781381964683533},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6172411441802979},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.6020976901054382},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5975140929222107},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5440151691436768},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5212322473526001},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4868447184562683},{"id":"https://openalex.org/C12380541","wikidata":"https://www.wikidata.org/wiki/Q58300","display_name":"Geovisualization","level":4,"score":0.4722325801849365},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44318264722824097},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4420984983444214},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3330531120300293},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.2492007613182068},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22363263368606567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19239380955696106},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17385661602020264},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3613904.3642944","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642944","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642944","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2403.03449","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.03449","pdf_url":"https://arxiv.org/pdf/2403.03449","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3613904.3642944","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642944","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642944","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392575671.pdf"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W108427845","https://openalex.org/W1535602073","https://openalex.org/W2001703222","https://openalex.org/W2002324009","https://openalex.org/W2003094610","https://openalex.org/W2025768430","https://openalex.org/W2054141820","https://openalex.org/W2056435747","https://openalex.org/W2066387480","https://openalex.org/W2073414385","https://openalex.org/W2093215780","https://openalex.org/W2100495367","https://openalex.org/W2101135700","https://openalex.org/W2101285972","https://openalex.org/W2105832013","https://openalex.org/W2131361270","https://openalex.org/W2135415614","https://openalex.org/W2138199375","https://openalex.org/W2146567529","https://openalex.org/W2152518342","https://openalex.org/W2258245936","https://openalex.org/W2340896621","https://openalex.org/W2547221248","https://openalex.org/W2554627467","https://openalex.org/W2578791770","https://openalex.org/W2753409831","https://openalex.org/W2798528367","https://openalex.org/W2847848426","https://openalex.org/W2888090831","https://openalex.org/W2896050315","https://openalex.org/W2900545151","https://openalex.org/W2935850529","https://openalex.org/W2938879599","https://openalex.org/W2960737790","https://openalex.org/W2967969499","https://openalex.org/W2969522460","https://openalex.org/W2970971581","https://openalex.org/W2979464575","https://openalex.org/W2981435834","https://openalex.org/W2982702199","https://openalex.org/W2994837243","https://openalex.org/W2998039052","https://openalex.org/W3092317220","https://openalex.org/W3093437702","https://openalex.org/W3096831136","https://openalex.org/W3165215114","https://openalex.org/W3200202160","https://openalex.org/W3203384454","https://openalex.org/W4205549447","https://openalex.org/W4226338932","https://openalex.org/W4291138222","https://openalex.org/W4306759050","https://openalex.org/W4322767800","https://openalex.org/W4366547507","https://openalex.org/W4385489570","https://openalex.org/W4387885677","https://openalex.org/W4388739142"],"related_works":["https://openalex.org/W3095962241","https://openalex.org/W2041848199","https://openalex.org/W2018780235","https://openalex.org/W2944735761","https://openalex.org/W4301373648","https://openalex.org/W3127093307","https://openalex.org/W3084042015","https://openalex.org/W2356595158","https://openalex.org/W2082892747","https://openalex.org/W2365527467"],"abstract_inverted_index":{"The":[0],"voluminous":[1],"nature":[2],"of":[3,34,54,127],"geospatial":[4],"temporal":[5,23,86],"data":[6,17,28],"from":[7],"physical":[8],"monitors":[9],"and":[10,40,80,92,106,116,124,130,134,141],"simulation":[11],"models":[12],"poses":[13],"challenges":[14],"to":[15,65,83,97,110,121],"efficient":[16,123],"access,":[18],"often":[19],"resulting":[20],"in":[21,26],"cumbersome":[22],"selection":[24,126],"experiences":[25],"web-based":[27,119],"portals.":[29],"Thus,":[30],"selecting":[31],"a":[32,51,74,118],"subset":[33],"time":[35,56,128],"steps":[36,57,129],"for":[37],"prioritized":[38],"visualization":[39],"pre-loading":[41],"is":[42],"highly":[43],"desirable.":[44],"Addressing":[45],"this":[46,48],"issue,":[47],"paper":[49],"establishes":[50],"multifaceted":[52],"definition":[53],"salient":[55],"via":[58],"extensive":[59],"need-finding":[60],"studies":[61],"with":[62],"domain":[63],"experts":[64],"understand":[66],"their":[67],"workflows.":[68],"Building":[69],"on":[70],"this,":[71],"we":[72],"propose":[73],"novel":[75],"approach":[76],"that":[77],"leverages":[78],"autoencoders":[79],"dynamic":[81],"programming":[82],"facilitate":[84],"user-driven":[85],"selections.":[87,101],"Structural":[88],"features,":[89],"statistical":[90],"variations,":[91],"distance":[93],"penalties":[94],"are":[95,108],"incorporated":[96],"make":[98],"more":[99],"flexible":[100],"User-specified":[102],"priorities,":[103],"spatial":[104],"regions,":[105],"aggregations":[107],"used":[109],"combine":[111],"different":[112],"perspectives.":[113],"We":[114],"design":[115],"implement":[117],"interface":[120],"enable":[122],"context-aware":[125],"evaluate":[131],"its":[132],"efficacy":[133],"usability":[135],"through":[136],"case":[137],"studies,":[138],"quantitative":[139],"evaluations,":[140],"expert":[142],"interviews.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}