{"id":"https://openalex.org/W4281908756","doi":"https://doi.org/10.1155/2022/3945694","title":"Strategies of Applying Visual Element Combination to Improve Visual Cognitive Efficiency in the Era of Big Data Network","display_name":"Strategies of Applying Visual Element Combination to Improve Visual Cognitive Efficiency in the Era of Big Data Network","publication_year":2022,"publication_date":"2022-06-03","ids":{"openalex":"https://openalex.org/W4281908756","doi":"https://doi.org/10.1155/2022/3945694"},"language":"en","primary_location":{"id":"doi:10.1155/2022/3945694","doi":"https://doi.org/10.1155/2022/3945694","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/3945694","pdf_url":"https://downloads.hindawi.com/journals/misy/2022/3945694.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/misy/2022/3945694.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074067668","display_name":"Qiaohe Zhang","orcid":"https://orcid.org/0000-0002-7951-6426","observed_orcids":["https://orcid.org/0000-0002-7951-6426"]},"institutions":[{"id":"https://openalex.org/I165859042","display_name":"Huaibei Normal University","ror":"https://ror.org/03ek23472","country_code":"CN","type":"education","lineage":["https://openalex.org/I165859042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiaohe Zhang","raw_affiliation_strings":["Academy of Fine Arts, Huaibei Normal University, Huaibei, Anhui 235000, China"],"raw_orcid":"https://orcid.org/0000-0002-7951-6426","affiliations":[{"raw_affiliation_string":"Academy of Fine Arts, Huaibei Normal University, Huaibei, Anhui 235000, China","institution_ids":["https://openalex.org/I165859042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091863572","display_name":"Huijuan Lai","orcid":"https://orcid.org/0000-0002-1449-0501","observed_orcids":["https://orcid.org/0000-0002-1449-0501"]},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijuan Lai","raw_affiliation_strings":["School of Architecture and Design, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Design, Jiangxi University of Science and Technology, Ganzhou, Jiangxi 341000, China","institution_ids":["https://openalex.org/I4510145"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074067668"],"corresponding_institution_ids":["https://openalex.org/I165859042"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":0.0693,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.21201472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.5396000146865845,"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":0.5396000146865845,"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/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.3125,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.039500001817941666,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-cognition","display_name":"visual cognition","score":0.9869999885559082},{"id":"https://openalex.org/keywords/visual-saliency","display_name":"visual saliency","score":0.8059999942779541},{"id":"https://openalex.org/keywords/eye-movement-behavior","display_name":"eye movement behavior","score":0.9229999780654907},{"id":"https://openalex.org/keywords/image-scale","display_name":"image scale","score":0.382999986410141},{"id":"https://openalex.org/keywords/dynamic-images","display_name":"dynamic images","score":0.5950000286102295},{"id":"https://openalex.org/keywords/cognitive-efficiency","display_name":"cognitive efficiency","score":0.6200000047683716},{"id":"https://openalex.org/keywords/big-data-networks","display_name":"big data networks","score":0.492000013589859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7432093024253845},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.7238410711288452},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.5558373928070068},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4559082090854645},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.45515865087509155},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.4523315727710724},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43364182114601135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40865468978881836},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3367465138435364},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22897422313690186},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1155/2022/3945694","doi":"https://doi.org/10.1155/2022/3945694","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/3945694","pdf_url":"https://downloads.hindawi.com/journals/misy/2022/3945694.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1155/2022/3945694","doi":"https://doi.org/10.1155/2022/3945694","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/3945694","pdf_url":"https://downloads.hindawi.com/journals/misy/2022/3945694.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1201536514","display_name":null,"funder_award_id":"2021ZLGC071","funder_id":"https://openalex.org/F4320328705","funder_display_name":"Huaibei Normal University"}],"funders":[{"id":"https://openalex.org/F4320328705","display_name":"Huaibei Normal University","ror":"https://ror.org/03ek23472"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281908756.pdf","grobid_xml":"https://content.openalex.org/works/W4281908756.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2541331386","https://openalex.org/W2588869577","https://openalex.org/W2610630889","https://openalex.org/W2733044547","https://openalex.org/W2764011331","https://openalex.org/W2789549506","https://openalex.org/W2791795621","https://openalex.org/W2885893601","https://openalex.org/W2892542905","https://openalex.org/W2907579948","https://openalex.org/W2907767058","https://openalex.org/W2914162688","https://openalex.org/W2914275306","https://openalex.org/W2920870633","https://openalex.org/W2946357027","https://openalex.org/W2960661612","https://openalex.org/W2964770201","https://openalex.org/W2966350350","https://openalex.org/W3011176523","https://openalex.org/W3014760826","https://openalex.org/W3022330803","https://openalex.org/W3037640857","https://openalex.org/W3097768441","https://openalex.org/W3159472464","https://openalex.org/W3184568678","https://openalex.org/W3186672977","https://openalex.org/W4206202844"],"related_works":["https://openalex.org/W7058574964","https://openalex.org/W1574769915","https://openalex.org/W3217798839","https://openalex.org/W2393490614","https://openalex.org/W2143473989","https://openalex.org/W4310518642","https://openalex.org/W7203577092","https://openalex.org/W2049012614","https://openalex.org/W2417512032","https://openalex.org/W2098353881"],"abstract_inverted_index":{"Fundamentally,":[0],"visual":[1,25,54,57,69,87,108,115,126,137,163,182,188,242],"cognition":[2,70,88,109],"refers":[3],"to":[4,20,48,74,98,103,125,175,218,234],"a":[5,122],"way":[6],"of":[7,14,37,52,68,77,86,94,107,114,160,187,213,239,245,253,281,307],"thinking":[8],"in":[9,162],"which":[10],"the":[11,15,21,24,31,34,40,44,49,53,66,72,75,84,105,112,132,157,169,179,185,192,197,210,230,235,241,246,256,278,282,285,289,297,308],"objective":[12],"information":[13],"external":[16],"world":[17],"is":[18,71,89,97,165,249,272],"transmitted":[19],"brain":[22],"through":[23],"nerve":[26],"and":[27,56,63,101,128,136,146,154,190,204,223,237,263],"then":[28],"processed":[29],"by":[30,43],"brain.":[32],"In":[33,251],"evolutionary":[35],"history":[36],"human":[38,78,270],"beings,":[39],"pressure":[41],"brought":[42],"environment":[45],"has":[46],"led":[47],"rapid":[50],"development":[51],"system":[55],"cognition.":[58],"As":[59],"with":[60,202],"language":[61],"ability":[62],"logical":[64],"ability,":[65],"understanding":[67],"key":[73],"analysis":[76,145],"intelligence.":[79],"Therefore,":[80],"research":[81],"on":[82,111,152,178,277],"improving":[83],"efficiency":[85,106,186,212,244],"urgently":[90],"needed.":[91],"The":[92,269],"purpose":[93],"this":[95],"paper":[96],"find":[99],"methods":[100],"strategies":[102],"improve":[104,209],"based":[110,151],"application":[113],"element":[116],"combination.":[117],"This":[118],"article":[119],"first":[120],"gives":[121],"general":[123],"introduction":[124],"elements":[127,164,183],"design":[129],"methods.":[130],"Then,":[131,168],"eye":[133,271],"movement":[134],"behavior":[135],"saliency":[138,148],"calculation":[139],"model":[140],"are":[141],"established.":[142],"Using":[143],"Gaussian":[144],"channel":[147],"test":[149],"method":[150,172],"\u201cwhere\u201d":[153],"\u201cwhat\u201d":[155],"principles,":[156],"cognitive":[158,211,220,226,243,309],"effect":[159,248],"pictures":[161,201],"specifically":[166],"analyzed.":[167],"questionnaire":[170],"survey":[171],"was":[173],"used":[174],"conduct":[176],"experiments":[177],"problem":[180],"that":[181],"affect":[184],"cognition,":[189],"finally":[191],"results":[193],"were":[194],"obtained.":[195],"At":[196,284],"macro":[198],"level,":[199,232],"dynamic":[200],"color":[203],"auxiliary":[205],"text":[206],"can":[207,303],"effectively":[208],"vision.":[214],"It":[215],"enables":[216],"people":[217],"grasp":[219],"objects":[221],"quickly":[222],"form":[224],"stronger":[225],"ability.":[227],"However,":[228],"at":[229,275],"micro":[231],"due":[233],"intuitiveness":[236],"meaning":[238],"words,":[240],"recognition":[247],"high.":[250],"terms":[252],"image":[254,298],"scale,":[255],"two":[257],"scale":[258,280,293],"parameters":[259],"[4":[260,290],"\u00d7":[261,265,291],"4]":[262,292],"[6":[264],"6]":[266],"perform":[267],"better.":[268],"relatively":[273],"optimal":[274],"4/90\u223c6/90":[276],"attention":[279],"image.":[283],"same":[286],"time,":[287],"under":[288],"parameter,":[294],"even":[295],"if":[296],"loses":[299],"some":[300],"features,":[301],"it":[302],"save":[304],"about":[305],"95%":[306],"time":[310],"overhead.":[311]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-09-06T09:10:53.072986","created_date":"2022-06-13T00:00:00"}