{"id":"https://openalex.org/W2790263487","doi":"https://doi.org/10.1145/3180308.3180370","title":"An Intelligent Educational Platform for Training Spatial Visualization Skills","display_name":"An Intelligent Educational Platform for Training Spatial Visualization Skills","publication_year":2018,"publication_date":"2018-03-05","ids":{"openalex":"https://openalex.org/W2790263487","doi":"https://doi.org/10.1145/3180308.3180370","mag":"2790263487"},"language":"en","primary_location":{"id":"doi:10.1145/3180308.3180370","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3180308.3180370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 23rd International Conference on Intelligent User Interfaces","raw_type":"proceedings-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/A5083645580","display_name":"Ziang Xiao","orcid":"https://orcid.org/0000-0003-3368-0180"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ziang Xiao","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045648646","display_name":"Yuqi Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuqi Yao","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104045637","display_name":"Wai\u2010Tat Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wai-Tat Fu","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083645580"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.1475,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.501459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11904","display_name":"Spatial Cognition and Navigation","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11904","display_name":"Spatial Cognition and Navigation","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9907000064849854,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9793000221252441,"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/visualization","display_name":"Visualization","score":0.849986732006073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7171989679336548},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5879992246627808},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.46578922867774963},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.46191051602363586},{"id":"https://openalex.org/keywords/spatial-ability","display_name":"Spatial ability","score":0.4320236146450043},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4313303828239441},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34402453899383545},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.334235817193985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26365917921066284},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06207621097564697}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.849986732006073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7171989679336548},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5879992246627808},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.46578922867774963},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.46191051602363586},{"id":"https://openalex.org/C2778662690","wikidata":"https://www.wikidata.org/wiki/Q3125339","display_name":"Spatial ability","level":3,"score":0.4320236146450043},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4313303828239441},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34402453899383545},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.334235817193985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26365917921066284},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06207621097564697},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3180308.3180370","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3180308.3180370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 23rd International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G940080128","display_name":null,"funder_award_id":"SES 1419297","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2155328926","https://openalex.org/W2619087866"],"related_works":["https://openalex.org/W1977183540","https://openalex.org/W4225274103","https://openalex.org/W2013728941","https://openalex.org/W2154046714","https://openalex.org/W2579659702","https://openalex.org/W2189613078","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W1513463441","https://openalex.org/W3003759491"],"abstract_inverted_index":{"Current":[0],"research":[1],"has":[2,37,109],"demonstrated":[3],"the":[4,12,22,26,83,87,91],"crucial":[5],"role":[6],"of":[7,25,29,70,86],"spatial":[8,46,62,115],"visualization":[9,47,63,116],"skills":[10],"in":[11],"Science,":[13],"technology,":[14],"engineering,":[15],"and":[16,34,54,79],"mathematics":[17],"(STEM)":[18],"related":[19],"fields.":[20],"Given":[21],"nationwide":[23],"trend":[24],"increasing":[27],"population":[28],"university":[30,97],"engineering":[31],"students,":[32],"more":[33,35],"effort":[36],"been":[38],"invested":[39],"into":[40],"how":[41],"to":[42],"effectively":[43],"train":[44],"students'":[45],"skills.":[48,64],"In":[49,82],"this":[50],"study,":[51],"we":[52,89,103],"designed":[53],"developed":[55],"a":[56,105,122],"scalable":[57],"online":[58,66,92],"platform":[59,67,93],"for":[60,125],"training":[61],"Our":[65],"is":[68],"capable":[69],"intelligent":[71,127],"learning":[72,77,128],"features":[73],"such":[74],"as":[75],"individualized":[76],"trajectory":[78],"personalized":[80],"hints.":[81],"current":[84],"stage":[85],"project,":[88],"deployed":[90],"with":[94],"over":[95],"600":[96],"students.":[98],"By":[99],"analyzing":[100],"student's":[101,114],"data,":[102],"identified":[104],"key":[106],"question":[107],"that":[108],"most":[110],"predictive":[111],"power":[112],"on":[113],"skill.":[117],"The":[118],"promising":[119],"result":[120],"shows":[121],"bright":[123],"future":[124],"an":[126],"platform.":[129]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
