{"id":"https://openalex.org/W2766333321","doi":"https://doi.org/10.1007/978-3-319-70093-9_88","title":"Can Eye Movement Improve Prediction Performance on Human Emotions Toward Images Classification?","display_name":"Can Eye Movement Improve Prediction Performance on Human Emotions Toward Images Classification?","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2766333321","doi":"https://doi.org/10.1007/978-3-319-70093-9_88","mag":"2766333321"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-70093-9_88","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"book-chapter","type_crossref":"book-chapter","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/A5066462028","display_name":"Kitsuchart Pasupa","orcid":"https://orcid.org/0000-0001-8359-9888"},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Kitsuchart Pasupa","raw_affiliation_strings":["Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, 10520, Thailand"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, 10520, Thailand","institution_ids":["https://openalex.org/I91538806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061497639","display_name":"Wisuwat Sunhem","orcid":null},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Wisuwat Sunhem","raw_affiliation_strings":["Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, 10520, Thailand"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, 10520, Thailand","institution_ids":["https://openalex.org/I91538806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063587446","display_name":"Chu Kiong Loo","orcid":"https://orcid.org/0000-0001-7867-2665"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chu Kiong Loo","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, University of Malaya, 50603, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, 50603, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046127561","display_name":"Yoshimitsu Kuroki","orcid":"https://orcid.org/0000-0003-4464-4329"},"institutions":[{"id":"https://openalex.org/I4210099780","display_name":"National Institute of Technology, Kurume College","ror":"https://ror.org/00xefvv79","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210099780","https://openalex.org/I4210120810"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshimitsu Kuroki","raw_affiliation_strings":["Department of Control and Information Systems Engineering, Kurume National College of Technology, Fukuoka, 830-8555, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Control and Information Systems Engineering, Kurume National College of Technology, Fukuoka, 830-8555, Japan","institution_ids":["https://openalex.org/I4210099780"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392,"provenance":"doaj"},"apc_paid":null,"fwci":0.327,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":1,"citation_normalized_percentile":{"value":0.36561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":64,"max":71},"biblio":{"volume":null,"issue":null,"first_page":"830","last_page":"838"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Shape Matching and Object Recognition","score":0.9987,"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/T10824","display_name":"Shape Matching and Object Recognition","score":0.9987,"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/T10627","display_name":"Image Feature Retrieval and Recognition Techniques","score":0.9876,"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/T11439","display_name":"Automatic Video Summarization and Analysis","score":0.982,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-matching","display_name":"Feature Matching","score":0.52842},{"id":"https://openalex.org/keywords/event-detection","display_name":"Event Detection","score":0.523653},{"id":"https://openalex.org/keywords/image-annotation","display_name":"Image Annotation","score":0.510685},{"id":"https://openalex.org/keywords/interest-point-detectors","display_name":"Interest Point Detectors","score":0.50143}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.84839123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.63496983},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.5669785},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.56139445},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46370655},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3435998},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33659208},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-70093-9_88","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":19,"referenced_works":["https://openalex.org/W1517814996","https://openalex.org/W1538622809","https://openalex.org/W1949906945","https://openalex.org/W1968301422","https://openalex.org/W2009744185","https://openalex.org/W2023254499","https://openalex.org/W2035932299","https://openalex.org/W2082453965","https://openalex.org/W2097329790","https://openalex.org/W2113180829","https://openalex.org/W2129750532","https://openalex.org/W2130660124","https://openalex.org/W2138682483","https://openalex.org/W2224139967","https://openalex.org/W2253891449","https://openalex.org/W2399509932","https://openalex.org/W2593027594","https://openalex.org/W2963992782","https://openalex.org/W4303101870"],"related_works":["https://openalex.org/W4361811701","https://openalex.org/W4285130351","https://openalex.org/W4234486410","https://openalex.org/W3130582205","https://openalex.org/W2738039334","https://openalex.org/W2479613937","https://openalex.org/W2353407213","https://openalex.org/W2348328675","https://openalex.org/W2184114188","https://openalex.org/W1512699712"],"abstract_inverted_index":{"Recently,":[0],"image":[1,25,82,102],"sentiment":[2],"analysis":[3],"has":[4],"become":[5],"more":[6,8],"and":[7,28,93,109,117,130],"attractive":[9],"to":[10,14,21,34,47,58,76,132],"many":[11,42],"researchers":[12],"due":[13],"an":[15],"increasing":[16],"number":[17],"of":[18,38,52,65],"applications":[19],"developed":[20],"understand":[22],"images":[23,75,108,110],"e.g.":[24],"retrieval":[26],"systems":[27],"social":[29],"networks.":[30],"Many":[31],"studies":[32],"aim":[33],"improve":[35,133],"the":[36,39,49,78,99,134],"performance":[37,136],"classifier":[40],"by":[41,114],"approaches.":[43],"This":[44],"work":[45],"aims":[46],"predict":[48],"emotional":[50],"response":[51],"a":[53],"person":[54],"who":[55],"is":[56,128],"exposed":[57],"images.":[59],"The":[60],"prediction":[61,79,135],"model":[62],"makes":[63],"use":[64],"eye":[66,125],"movement":[67,126],"data":[68,127],"captured":[69],"while":[70],"users":[71,89],"are":[72],"looking":[73],"at":[74],"enhance":[77],"performance.":[80],"An":[81],"can":[83],"stimulate":[84],"different":[85,88],"emotions":[86],"in":[87,138],"depending":[90],"on":[91,98],"where":[92],"how":[94],"their":[95],"eyes":[96],"move":[97],"image.":[100],"Two":[101],"datasets":[103],"were":[104],"used,":[105],"i.e.":[106],"abstract":[107],"with":[111],"context":[112],"information,":[113],"using":[115],"leave-one-user-out":[116],"leave-one-image-out":[118,139],"cross-validation":[119],"techniques.":[120],"It":[121],"was":[122],"found":[123],"that":[124],"useful":[129],"able":[131],"only":[137],"cross-validation.":[140]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2766333321","counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2024-11-18T05:08:58.470026","created_date":"2017-11-10"}