{"id":"https://openalex.org/W1995097843","doi":"https://doi.org/10.1109/ijcnn.2013.6706873","title":"A study on visual attention modeling — A linear regression method based on EEG","display_name":"A study on visual attention modeling — A linear regression method based on EEG","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W1995097843","doi":"https://doi.org/10.1109/ijcnn.2013.6706873","mag":"1995097843"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2013.6706873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6706873","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5057680942","display_name":"Qunxi Dong","orcid":"https://orcid.org/0000-0002-0484-3019"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qunxi Dong","raw_affiliation_strings":["School of Information Science & Engineering, Lanzhou University, Lanzhou, CO, China","School of Information Science & Engineering Lanzhou University Lanzhou China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Lanzhou University, Lanzhou, CO, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"School of Information Science & Engineering Lanzhou University Lanzhou China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380066","display_name":"Bin Hu","orcid":"https://orcid.org/0000-0003-3514-5413"},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Bin Hu","raw_affiliation_strings":["TEE, Birmingham City University, Birmingham, UK","School of Information Science & Engineering Lanzhou University Lanzhou China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TEE, Birmingham City University, Birmingham, UK","institution_ids":["https://openalex.org/I12870472"]},{"raw_affiliation_string":"School of Information Science & Engineering Lanzhou University Lanzhou China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102978483","display_name":"Jianyuan Zhang","orcid":"https://orcid.org/0000-0001-9991-7270"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyuan Zhang","raw_affiliation_strings":["School of Information Science & Engineering, Lanzhou University, Lanzhou, CO, China","School of Information Science & Engineering Lanzhou University Lanzhou China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Lanzhou University, Lanzhou, CO, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"School of Information Science & Engineering Lanzhou University Lanzhou China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368420","display_name":"Xiaowei Li","orcid":"https://orcid.org/0000-0002-7358-6503"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Li","raw_affiliation_strings":["School of Information Science & Engineering, Lanzhou University, Lanzhou, CO, China","School of Information Science & Engineering Lanzhou University Lanzhou China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science & Engineering, Lanzhou University, Lanzhou, CO, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"School of Information Science & Engineering Lanzhou University Lanzhou China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048380696","display_name":"Martyn Ratcliffe","orcid":null},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Martyn Ratcliffe","raw_affiliation_strings":["Birmingham City University, Birmingham, UK","Birmingham City University  Birmingham UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birmingham City University, Birmingham, UK","institution_ids":["https://openalex.org/I12870472"]},{"raw_affiliation_string":"Birmingham City University  Birmingham UK","institution_ids":["https://openalex.org/I12870472"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.10181655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"20","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9958000183105469,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9958000183105469,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9940000176429749,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9908000230789185,"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/electroencephalography","display_name":"Electroencephalography","score":0.7969571352005005},{"id":"https://openalex.org/keywords/stroop-effect","display_name":"Stroop effect","score":0.7932174801826477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7682859897613525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6263248324394226},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5630987882614136},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5055065155029297},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5009520053863525},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.49410226941108704},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4815788269042969},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4566229581832886},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.45389294624328613},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4288247525691986},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.23033174872398376},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18036100268363953}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7969571352005005},{"id":"https://openalex.org/C162967406","wikidata":"https://www.wikidata.org/wiki/Q384176","display_name":"Stroop effect","level":3,"score":0.7932174801826477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7682859897613525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6263248324394226},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5630987882614136},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5055065155029297},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5009520053863525},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.49410226941108704},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4815788269042969},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4566229581832886},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.45389294624328613},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4288247525691986},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.23033174872398376},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18036100268363953},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/ijcnn.2013.6706873","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6706873","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/183728","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/183728","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u4f1a\u8bae\u8bba\u6587"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/304222","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/304222","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u4f1a\u8bae\u8bba\u6587"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/309146","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/309146","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u4f1a\u8bae\u8bba\u6587"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/353233","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/353233","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u4f1a\u8bae\u8bba\u6587"},{"id":"pmh:oai:www.open-access.bcu.ac.uk:2559","is_oa":false,"landing_page_url":"http://www.open-access.bcu.ac.uk/2559/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402654","display_name":"BCU Open Access Repository (Birmingham City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12870472","host_organization_name":"Birmingham City University","host_organization_lineage":["https://openalex.org/I12870472"],"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 or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1535844888","https://openalex.org/W1566332630","https://openalex.org/W1967157241","https://openalex.org/W1977597893","https://openalex.org/W2000217686","https://openalex.org/W2029772767","https://openalex.org/W2031012527","https://openalex.org/W2049603604","https://openalex.org/W2050604618","https://openalex.org/W2055068296","https://openalex.org/W2056108528","https://openalex.org/W2071935478","https://openalex.org/W2076816202","https://openalex.org/W2077823500","https://openalex.org/W2101890738","https://openalex.org/W2112845172","https://openalex.org/W2115120962","https://openalex.org/W2115606700","https://openalex.org/W2134738818","https://openalex.org/W2155658404","https://openalex.org/W2156047020","https://openalex.org/W2167334234","https://openalex.org/W2167852842","https://openalex.org/W6632265489"],"related_works":["https://openalex.org/W1970555053","https://openalex.org/W4241390462","https://openalex.org/W2053629062","https://openalex.org/W2057396539","https://openalex.org/W3205260276","https://openalex.org/W2091287875","https://openalex.org/W2412548067","https://openalex.org/W2368315872","https://openalex.org/W2061347168","https://openalex.org/W1502020353"],"abstract_inverted_index":{"In":[0],"an":[1,10],"increasingly":[2],"knowledge":[3],"based":[4],"world,":[5],"people":[6],"are":[7],"confronted":[8],"with":[9,40,55],"explosion":[11],"of":[12,113,128],"information":[13],"from":[14,148,183],"the":[15,50,63,109,118,124,129,142,149,162,178,184],"environment":[16],"which":[17],"must":[18],"be":[19],"viewed":[20],"in":[21,73],"restricted":[22],"attention":[23,46,193],"spans.":[24],"Hence":[25],"there":[26],"is":[27,69,72],"a":[28,41,98,133,152,166],"need":[29],"to":[30,34,43,58,75,103,135,176],"investigate":[31],"how":[32],"best":[33],"model":[35,59,102,190],"our":[36,45,189],"Visual":[37],"Attention":[38],"(VA)":[39],"view":[42],"allocate":[44],"efficiently.":[47],"We":[48,107],"use":[49,79,108,157],"color-word":[51],"Stroop":[52,64,130],"task":[53,65,131],"combined":[54],"electroencephalogram":[56],"(EEG)":[57],"VA:":[60],"subjects":[61],"undertake":[62],"and":[66,92,100,122],"their":[67],"EEG":[68,111,145],"recorded.":[70],"This":[71],"contrast":[74],"other":[76],"studies":[77],"that":[78,188],"techniques":[80],"such":[81],"as":[82,117,132],"Event":[83],"Related":[84],"Potentials":[85],"(ERP),":[86],"Contextual":[87],"Modeling":[88],"Frameworks,":[89],"eye":[90],"movements":[91],"facial":[93],"recognition.":[94],"The":[95,181],"paper":[96],"presents":[97],"simple":[99],"useful":[101],"recognize":[104],"VA":[105,163],"dynamically.":[106],"linear":[110],"features":[112],"different":[114],"cortical":[115],"fields":[116],"main":[119],"inference":[120],"factors,":[121],"take":[123],"response":[125],"time":[126],"(RT)":[127],"metric":[134],"quantify":[136],"subject":[137],"performance.":[138],"First,":[139],"we":[140,156,170],"obtain":[141],"most":[143],"relevant":[144],"feature":[146],"vectors":[147],"recording,":[150],"using":[151,165],"correlation":[153],"analysis.":[154],"Second,":[155],"experimental":[158,174],"data":[159,175],"for":[160],"training":[161],"model,":[164],"regression":[167],"method.":[168],"Last,":[169],"then":[171],"apply":[172],"further":[173],"test":[177],"proposed":[179],"model.":[180],"results":[182],"tests":[185],"conducted":[186],"demonstrate":[187],"maps":[191],"visual":[192],"very":[194],"closely.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}