{"id":"https://openalex.org/W1998542114","doi":"https://doi.org/10.1109/mmsp.2014.6958799","title":"A pilot study on affective classification of facial images for emerging news topics","display_name":"A pilot study on affective classification of facial images for emerging news topics","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W1998542114","doi":"https://doi.org/10.1109/mmsp.2014.6958799","mag":"1998542114"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp.2014.6958799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2014.6958799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 16th International Workshop on Multimedia Signal Processing (MMSP)","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/A5100778318","display_name":"Ligang Zhang","orcid":"https://orcid.org/0000-0001-6925-9086"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ligang Zhang","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Xi'an University of Technology, Xi'an, Shaanxi, China","Faculty of Computer Science and Engineering, Xi'an University of Technology 5 South Jinhua Road, Xi'an, Shaanxi, 710048 China"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Xi'an University of Technology, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Xi'an University of Technology 5 South Jinhua Road, Xi'an, Shaanxi, 710048 China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045686217","display_name":"A. Lau","orcid":null},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andy Cher Han Lau","raw_affiliation_strings":["Science and Engineering Faculty, Queensland University of Technology, Brisbane, QLD, Australia","Science and Engineering Faculty, Queensland University of Technology, 2 George St, Brisbane QLD 4000, Australia"],"affiliations":[{"raw_affiliation_string":"Science and Engineering Faculty, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"Science and Engineering Faculty, Queensland University of Technology, 2 George St, Brisbane QLD 4000, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053074581","display_name":"Dian Tjondronegoro","orcid":"https://orcid.org/0000-0001-7446-2839"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dian Tjondronegoro","raw_affiliation_strings":["Science and Engineering Faculty, Queensland University of Technology, Brisbane, QLD, Australia","Science and Engineering Faculty, Queensland University of Technology, 2 George St, Brisbane QLD 4000, Australia"],"affiliations":[{"raw_affiliation_string":"Science and Engineering Faculty, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"Science and Engineering Faculty, Queensland University of Technology, 2 George St, Brisbane QLD 4000, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001328179","display_name":"Vinod Chandran","orcid":"https://orcid.org/0000-0003-3185-0852"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vinod Chandran","raw_affiliation_strings":["Science and Engineering Faculty, Queensland University of Technology, Brisbane, QLD, Australia","Science and Engineering Faculty, Queensland University of Technology, 2 George St, Brisbane QLD 4000, Australia"],"affiliations":[{"raw_affiliation_string":"Science and Engineering Faculty, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"Science and Engineering Faculty, Queensland University of Technology, 2 George St, Brisbane QLD 4000, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100778318"],"corresponding_institution_ids":["https://openalex.org/I4210131919"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.06559544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9934999942779541,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/consistency","display_name":"Consistency (knowledge bases)","score":0.7489687204360962},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6913594007492065},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6591566801071167},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.5948576927185059},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.46895283460617065},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43206435441970825},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25240764021873474},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2382928729057312}],"concepts":[{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.7489687204360962},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6913594007492065},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6591566801071167},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.5948576927185059},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.46895283460617065},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43206435441970825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25240764021873474},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2382928729057312}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mmsp.2014.6958799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2014.6958799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 16th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/390272","is_oa":false,"landing_page_url":"http://hdl.handle.net/10072/390272","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"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 output"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W78522148","https://openalex.org/W184973049","https://openalex.org/W306648316","https://openalex.org/W1989772081","https://openalex.org/W1993670574","https://openalex.org/W2003856922","https://openalex.org/W2006407148","https://openalex.org/W2038840031","https://openalex.org/W2040482041","https://openalex.org/W2067983738","https://openalex.org/W2075953807","https://openalex.org/W2088951041","https://openalex.org/W2098326002","https://openalex.org/W2099965794","https://openalex.org/W2114025269","https://openalex.org/W2114948194","https://openalex.org/W2146722546","https://openalex.org/W2166042744"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4398164220","https://openalex.org/W2745497104","https://openalex.org/W2773864994","https://openalex.org/W2775620487","https://openalex.org/W1997400788","https://openalex.org/W2112393832","https://openalex.org/W2722112567","https://openalex.org/W4298012442","https://openalex.org/W2777738607"],"abstract_inverted_index":{"The":[0,47,159],"proliferation":[1],"of":[2,98,119,126],"news":[3,10,30,45,60,70,130,143,184],"reports":[4,144],"published":[5],"in":[6,69,100,123,129,142,171],"online":[7],"websites":[8],"and":[9,25,52,72,84,92,117,157],"information":[11],"sharing":[12],"among":[13],"social":[14,73],"media":[15,74],"users":[16],"necessitates":[17],"effective":[18],"techniques":[19],"for":[20,145,155,165,179],"analysing":[21],"the":[22,35,54,78,101,115,120,138],"image,":[23],"text":[24],"video":[26],"data":[27],"related":[28],"to":[29,38],"topics.":[31,46],"This":[32],"paper":[33],"presents":[34],"first":[36],"study":[37],"classify":[39],"affective":[40,64,124,139,177],"facial":[41,96,107,127],"images":[42,128],"on":[43,95,105],"emerging":[44],"proposed":[48,121],"system":[49,122,160],"dynamically":[50],"monitors":[51],"selects":[53],"current":[55],"hot":[56,80],"(of":[57],"great":[58],"interest)":[59],"topics":[61,81],"with":[62,137,174],"strong":[63],"interestingness":[65],"using":[66],"textual":[67,140],"keywords":[68],"articles":[71],"discussions.":[75],"Images":[76],"from":[77,111],"selected":[79],"are":[82],"extracted":[83],"classified":[85],"into":[86],"three":[87],"categorized":[88],"emotions,":[89],"positive,":[90],"neutral":[91,156],"negative,":[93],"based":[94],"expressions":[97],"subjects":[99],"images.":[102],"Performance":[103],"evaluations":[104],"two":[106],"image":[108],"datasets":[109],"collected":[110],"realworld":[112],"resources":[113],"demonstrate":[114],"applicability":[116],"effectiveness":[118],"classification":[125],"reports.":[131],"Facial":[132],"expression":[133],"shows":[134],"high":[135],"consistency":[136],"content":[141],"positive":[146],"emotion,":[147],"while":[148],"only":[149],"low":[150],"correlation":[151],"has":[152],"been":[153],"observed":[154],"negative.":[158],"can":[161],"be":[162],"directly":[163],"used":[164],"applications,":[166],"such":[167],"as":[168],"assisting":[169],"editors":[170],"choosing":[172],"photos":[173],"a":[175,180],"proper":[176],"semantic":[178],"certain":[181],"topic":[182],"during":[183],"report":[185],"preparation.":[186]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}