{"id":"https://openalex.org/W2294907705","doi":"https://doi.org/10.1145/2857491.2857502","title":"Predicting eye movements in multiple object tracking using neural networks","display_name":"Predicting eye movements in multiple object tracking using neural networks","publication_year":2016,"publication_date":"2016-03-08","ids":{"openalex":"https://openalex.org/W2294907705","doi":"https://doi.org/10.1145/2857491.2857502","mag":"2294907705"},"language":"en","primary_location":{"id":"doi:10.1145/2857491.2857502","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2857491.2857502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications","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/A5082067895","display_name":"Filip D\u011bcht\u011brenko","orcid":"https://orcid.org/0000-0003-0472-915X"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Filip Dechterenko","raw_affiliation_strings":["Charles University in Prague"],"affiliations":[{"raw_affiliation_string":"Charles University in Prague","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011106922","display_name":"Ji\u0159\u00ed Lukavsk\u00fd","orcid":"https://orcid.org/0000-0002-1082-229X"},"institutions":[{"id":"https://openalex.org/I202391551","display_name":"Czech Academy of Sciences","ror":"https://ror.org/053avzc18","country_code":"CZ","type":"funder","lineage":["https://openalex.org/I202391551"]},{"id":"https://openalex.org/I4210144394","display_name":"Czech Academy of Sciences, Institute of Psychology","ror":"https://ror.org/03aba6h29","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210144394"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jiri Lukavsky","raw_affiliation_strings":["Institute of Psychology, The Czech Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Psychology, The Czech Academy of Sciences","institution_ids":["https://openalex.org/I4210144394","https://openalex.org/I202391551"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082067895"],"corresponding_institution_ids":["https://openalex.org/I21250087"],"apc_list":null,"apc_paid":null,"fwci":0.5549,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67247417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"271","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9997000098228455,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10250","display_name":"Glaucoma and retinal disorders","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/gaze","display_name":"Gaze","score":0.7548937797546387},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7361165285110474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6921874284744263},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6080141663551331},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6070647835731506},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5682737827301025},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5671042203903198},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.563528299331665},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5050809979438782},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4775148928165436},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.4764026701450348},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.4613715410232544},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.44010403752326965},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34778520464897156},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11392974853515625}],"concepts":[{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7548937797546387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7361165285110474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6921874284744263},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6080141663551331},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6070647835731506},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5682737827301025},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5671042203903198},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.563528299331665},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5050809979438782},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4775148928165436},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.4764026701450348},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.4613715410232544},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.44010403752326965},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34778520464897156},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11392974853515625},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2857491.2857502","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2857491.2857502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:asep.lib.cas.cz:CavUnEpca/0466857","is_oa":false,"landing_page_url":"http://hdl.handle.net/11104/0265543","pdf_url":null,"source":{"id":"https://openalex.org/S7407055266","display_name":"ASEP","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322482","display_name":"Akademie V\u011bd \u010cesk\u00e9 Republiky","ror":"https://ror.org/053avzc18"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W85152245","https://openalex.org/W250309892","https://openalex.org/W1977534553","https://openalex.org/W2010319874","https://openalex.org/W2015634454","https://openalex.org/W2031129155","https://openalex.org/W2064885356","https://openalex.org/W2087070363","https://openalex.org/W2103589990","https://openalex.org/W2104295831","https://openalex.org/W2108932306","https://openalex.org/W2121449541","https://openalex.org/W2128272608","https://openalex.org/W2156475559","https://openalex.org/W2165230562","https://openalex.org/W2277049726","https://openalex.org/W2772522490","https://openalex.org/W6808229666"],"related_works":["https://openalex.org/W4384434815","https://openalex.org/W2161294397","https://openalex.org/W2012644758","https://openalex.org/W2115072676","https://openalex.org/W1701036363","https://openalex.org/W2958385752","https://openalex.org/W1561131412","https://openalex.org/W1981014703","https://openalex.org/W4206950173","https://openalex.org/W4311212821"],"abstract_inverted_index":{"In":[0,72],"typical":[1],"Multiple":[2],"Object":[3],"Tracking":[4],"(MOT)":[5],"paradigm,":[6],"the":[7,120,130],"participant's":[8],"task":[9],"is":[10,47],"to":[11,48,80,105],"track":[12],"targets":[13,126],"amongst":[14],"distractors":[15],"for":[16],"several":[17],"seconds.":[18],"Understanding":[19],"gaze":[20,82,87],"strategies":[21,38,90],"in":[22,30],"MOT":[23,67],"can":[24],"help":[25],"us":[26],"reveal":[27],"attentional":[28],"mechanisms":[29],"dynamic":[31],"tasks.":[32],"Previous":[33],"attempts":[34],"relied":[35],"on":[36],"analytical":[37,89],"(such":[39],"as":[40],"averaging":[41],"object":[42],"positions).":[43],"An":[44],"alternative":[45],"approach":[46],"find":[49],"this":[50,73],"relationship":[51],"using":[52,94],"machine":[53],"learning":[54],"technique.":[55],"After":[56],"preprocessing,":[57],"we":[58,75,118],"assembled":[59],"a":[60],"dataset":[61],"with":[62,88,122],"48,000":[63],"datapoints,":[64],"representing":[65],"1534":[66],"trials":[68],"or":[69],"2.5":[70],"hours.":[71],"study,":[74],"used":[76],"feedforward":[77],"neural":[78,101],"networks":[79,102],"predict":[81,106],"position":[83],"and":[84],"compared":[85],"predicted":[86],"from":[91],"previous":[92],"studies":[93],"median":[95],"distance.":[96],"Our":[97],"results":[98],"showed":[99],"that":[100,132],"were":[103],"able":[104],"eye":[107],"positions":[108,138],"better":[109,116],"than":[110],"current":[111],"strategies.":[112],"Particularly,":[113],"they":[114],"performed":[115],"when":[117],"trained":[119],"network":[121],"all":[123],"objects,":[124],"not":[125],"only.":[127],"It":[128],"supports":[129],"hypothesis":[131],"people":[133],"are":[134],"influenced":[135],"by":[136],"distractor":[137],"during":[139],"tracking.":[140]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}