{"id":"https://openalex.org/W2741152238","doi":"https://doi.org/10.24963/ijcai.2017/217","title":"Further Results on Predicting Cognitive Abilities for Adaptive Visualizations","display_name":"Further Results on Predicting Cognitive Abilities for Adaptive Visualizations","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2741152238","doi":"https://doi.org/10.24963/ijcai.2017/217","mag":"2741152238"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2017/217","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/217","pdf_url":"https://www.ijcai.org/proceedings/2017/0217.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2017/0217.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024712028","display_name":"Cristina Conati","orcid":"https://orcid.org/0000-0002-8434-9335"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Cristina Conati","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044883485","display_name":"S\u00e9bastien Lall\u00e9","orcid":"https://orcid.org/0000-0003-4460-8336"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Lall\u00e9","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037633394","display_name":"Md. Abed Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Md. Abed Rahman","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049311159","display_name":"Dereck Toker","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dereck Toker","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024712028"],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":1.0169,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.85369049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1568","last_page":"1574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9940000176429749,"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":0.9940000176429749,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.906499981880188,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.8481433391571045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8174411654472351},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.6777785420417786},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.664844274520874},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6068224906921387},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5800036191940308},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5778171420097351},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5660262703895569},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.48019206523895264},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4374036192893982},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.4309486448764801},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.37999698519706726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31130194664001465},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07876232266426086}],"concepts":[{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.8481433391571045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8174411654472351},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.6777785420417786},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.664844274520874},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6068224906921387},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5800036191940308},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5778171420097351},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5660262703895569},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.48019206523895264},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4374036192893982},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.4309486448764801},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.37999698519706726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31130194664001465},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07876232266426086},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2017/217","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/217","pdf_url":"https://www.ijcai.org/proceedings/2017/0217.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2017/217","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/217","pdf_url":"https://www.ijcai.org/proceedings/2017/0217.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2741152238.pdf","grobid_xml":"https://content.openalex.org/works/W2741152238.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W17296942","https://openalex.org/W37654593","https://openalex.org/W107670845","https://openalex.org/W141429855","https://openalex.org/W1988873435","https://openalex.org/W1991207010","https://openalex.org/W2003554962","https://openalex.org/W2008096689","https://openalex.org/W2013729144","https://openalex.org/W2017778577","https://openalex.org/W2019944300","https://openalex.org/W2023098739","https://openalex.org/W2050674259","https://openalex.org/W2068671308","https://openalex.org/W2079288505","https://openalex.org/W2102804490","https://openalex.org/W2111001556","https://openalex.org/W2192411834","https://openalex.org/W2207077672","https://openalex.org/W2249595199","https://openalex.org/W2507410144","https://openalex.org/W2734916492","https://openalex.org/W4399271987"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W1978893398","https://openalex.org/W2201908702","https://openalex.org/W4381094582","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W1977906818","https://openalex.org/W1522139108","https://openalex.org/W2161294397","https://openalex.org/W2012644758"],"abstract_inverted_index":{"Previous":[0],"work":[1,52],"has":[2],"shown":[3],"that":[4,33,66],"some":[5],"user":[6,25],"cognitive":[7,64],"abilities":[8,39,65],"relevant":[9],"for":[10,29],"processing":[11],"information":[12],"visualizations":[13,32,58],"can":[14,34,67],"be":[15,68],"predicted":[16,69],"from":[17,70],"eye":[18],"tracking":[19],"data.":[20],"Performing":[21],"this":[22,46],"type":[23,56],"of":[24,57,63,79,87],"modeling":[26],"is":[27],"important":[28],"devising":[30],"user-adaptive":[31],"adapt":[35],"to":[36,50],"a":[37],"user\u2019s":[38],"as":[40],"needed":[41],"during":[42],"the":[43,55,61,77],"interaction.":[44],"In":[45],"paper,":[47],"we":[48],"contribute":[49],"previous":[51],"by":[53],"extending":[54],"considered":[59],"and":[60],"set":[62],"gaze":[71,88],"data,":[72],"thus":[73],"providing":[74],"evidence":[75],"on":[76],"generality":[78],"these":[80],"findings.":[81],"We":[82],"also":[83],"evaluate":[84],"how":[85],"quality":[86],"data":[89],"impacts":[90],"prediction.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-30T09:04:40.226872","created_date":"2025-10-10T00:00:00"}