{"id":"https://openalex.org/W2120651367","doi":"https://doi.org/10.1109/cec.2009.4983060","title":"Eye movement data modeling using a genetic algorithm","display_name":"Eye movement data modeling using a genetic algorithm","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2120651367","doi":"https://doi.org/10.1109/cec.2009.4983060","mag":"2120651367"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2009.4983060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","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/A5108046740","display_name":"Yun Zhang","orcid":"https://orcid.org/0000-0001-9457-7801"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yun Zhang","raw_affiliation_strings":["School of Computer Science, Northwestern University, Evanston, IL, USA","School of Computer Science , Northwestern Polytechnical University , Xi'an , Shaanxi , China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"School of Computer Science , Northwestern Polytechnical University , Xi'an , Shaanxi , China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071861834","display_name":"Hong Fu","orcid":"https://orcid.org/0000-0003-2246-7552"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hong Fu","raw_affiliation_strings":["Center of Multimedia Signal Processing, Hong Kong Polytechnic University, Hong Kong, China","Center for Multimedia Signal Processing Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Center of Multimedia Signal Processing, Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Center for Multimedia Signal Processing Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425176","display_name":"Zhen Liang","orcid":"https://orcid.org/0000-0002-1171-7061"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhen Liang","raw_affiliation_strings":["Center of Multimedia Signal Processing, Hong Kong Polytechnic University, Hong Kong, China","Center for Multimedia Signal Processing Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Center of Multimedia Signal Processing, Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Center for Multimedia Signal Processing Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101949639","display_name":"Xiaoyu Zhao","orcid":"https://orcid.org/0000-0002-6689-5260"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Xiaoyu Zhao","raw_affiliation_strings":["Center of Multimedia Signal Processing, Hong Kong Polytechnic University, Hong Kong, China","Key Laboratory of Contemporary Design & Integrated Manufacturing Technology, Northwestern Polytechnical University, Xi'an, Shanxi, China","Center for Multimedia Signal Processing Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Center of Multimedia Signal Processing, Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Key Laboratory of Contemporary Design & Integrated Manufacturing Technology, Northwestern Polytechnical University, Xi'an, Shanxi, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Center for Multimedia Signal Processing Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050364086","display_name":"Zheru Chi","orcid":"https://orcid.org/0000-0003-0714-8713"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zheru Chi","raw_affiliation_strings":["Center of Multimedia Signal Processing, Hong Kong Polytechnic University, Hong Kong, China","Center for Multimedia Signal Processing Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Center of Multimedia Signal Processing, Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Center for Multimedia Signal Processing Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068891693","display_name":"Dagan Feng","orcid":"https://orcid.org/0000-0002-3381-214X"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["AU","HK"],"is_corresponding":false,"raw_author_name":"Dagan Feng","raw_affiliation_strings":["School of Information Technologies, University of Sydney, NSW, Australia","Center for Multimedia Signal Processing Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"School of Information Technologies, University of Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Center for Multimedia Signal Processing Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081317211","display_name":"Xinbo Zhao","orcid":"https://orcid.org/0000-0003-2618-9289"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Xinbo Zhao","raw_affiliation_strings":["Center of Multimedia Signal Processing, Hong Kong Polytechnic University, Hong Kong, China","Key Laboratory of Contemporary Design & Integrated Manufacturing Technology, Northwestern Polytechnical University, Xi'an, Shanxi, China","Key Lab of Contemporary Design & Integrated Manu. Tech./ Northwestern Polytechnical University, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"Center of Multimedia Signal Processing, Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Key Laboratory of Contemporary Design & Integrated Manufacturing Technology, Northwestern Polytechnical University, Xi'an, Shanxi, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Key Lab of Contemporary Design & Integrated Manu. Tech./ Northwestern Polytechnical University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5108046740"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":0.3236,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6150391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"1038","last_page":"1044"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9991999864578247,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9991999864578247,"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":0.9966999888420105,"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":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.762352705001831},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7409141063690186},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.7192925214767456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.704831600189209},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.6683048605918884},{"id":"https://openalex.org/keywords/human-eye","display_name":"Human eye","score":0.6044294834136963},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.596947431564331},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.576071560382843},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4770721197128296},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.47439268231391907},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4737734794616699},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4514247477054596},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3396725356578827},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10041382908821106}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.762352705001831},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7409141063690186},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.7192925214767456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.704831600189209},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.6683048605918884},{"id":"https://openalex.org/C2781427961","wikidata":"https://www.wikidata.org/wiki/Q430024","display_name":"Human eye","level":2,"score":0.6044294834136963},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.596947431564331},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.576071560382843},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4770721197128296},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.47439268231391907},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4737734794616699},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4514247477054596},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3396725356578827},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10041382908821106},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2009.4983060","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/10056","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/10056","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1497599070","https://openalex.org/W1562251502","https://openalex.org/W1886962940","https://openalex.org/W1968190663","https://openalex.org/W2007534788","https://openalex.org/W2046863527","https://openalex.org/W2066953943","https://openalex.org/W2099179901","https://openalex.org/W2122587635","https://openalex.org/W2128272608","https://openalex.org/W2128570962","https://openalex.org/W2134901803","https://openalex.org/W2140277155","https://openalex.org/W2142939213","https://openalex.org/W2160754664","https://openalex.org/W2796857898","https://openalex.org/W4285719527","https://openalex.org/W6629672220","https://openalex.org/W6633721741","https://openalex.org/W6674856038"],"related_works":["https://openalex.org/W4384434815","https://openalex.org/W1701036363","https://openalex.org/W2958385752","https://openalex.org/W1561131412","https://openalex.org/W1981014703","https://openalex.org/W4206950173","https://openalex.org/W2186236678","https://openalex.org/W2113629050","https://openalex.org/W2978078285","https://openalex.org/W1975214622"],"abstract_inverted_index":{"We":[0,107],"present":[1],"a":[2,11,25,31,78,89,149,201],"computational":[3],"model":[4,16,53,82,119,168],"of":[5,43,50,60,73,88,192,203],"human":[6,44,189],"eye":[7,21,27,127,133],"movements":[8],"based":[9],"on":[10,37,136,205],"genetic":[12],"algorithm":[13],"(GA).":[14],"The":[15],"can":[17,83],"generate":[18],"elemental":[19],"raw":[20],"movement":[22,128],"data":[23,129],"in":[24,103],"four-second":[26],"viewing":[28,91],"window":[29],"with":[30,124],"25":[32],"Hz":[33],"sampling":[34],"rate.":[35],"Based":[36],"the":[38,47,51,64,85,104,118,125,153,161,166,175,182,193],"physiology":[39],"and":[40,77,113,148,169,188],"psychology":[41],"characters":[42],"vision":[45],"system,":[46],"fitness":[48],"function":[49],"GA":[52,167],"is":[54],"constructed":[55],"by":[56,120,165,200],"taking":[57],"into":[58],"consideration":[59],"five":[61],"factors":[62],"including":[63],"saliency":[65],"map,":[66,76],"short":[67],"time":[68],"memory,":[69],"saccades":[70],"distribution,":[71],"Region":[72],"Interest":[74],"(ROI)":[75],"retina":[79],"model.":[80],"Our":[81],"produce":[84],"scan":[86,162,172,186,190],"path":[87],"subject":[90],"an":[92,132,144],"image,":[93],"not":[94],"just":[95],"several":[96],"fixations":[97],"points":[98],"or":[99],"artificial":[100],"ROI's":[101],"as":[102],"other":[105],"models.":[106],"have":[108],"also":[109],"developed":[110],"both":[111,143],"subjective":[112,154],"objective":[114,176],"methods":[115],"to":[116],"evaluate":[117],"comparing":[121],"its":[122],"behavior":[123],"real":[126,171],"collected":[130],"from":[131,142],"tracker.":[134],"Tested":[135],"18":[137],"(9":[138],"times":[139],"2)":[140],"images":[141],"obvious-object":[145],"image":[146,151,195],"group":[147],"non-obvious-object":[150],"group,":[152],"evaluations":[155],"shows":[156],"very":[157],"close":[158],"scores":[159],"between":[160,184],"paths":[163,187,191],"generated":[164],"those":[170],"paths;":[173],"for":[174],"evaluation,":[177],"experimental":[178],"results":[179],"show":[180],"that":[181],"distance":[183],"GA's":[185],"same":[194],"has":[196],"no":[197],"significant":[198],"difference":[199],"probability":[202],"78.9%":[204],"average.":[206]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
