{"id":"https://openalex.org/W3142254263","doi":"https://doi.org/10.1109/asonam49781.2020.9381441","title":"Recent Trends in Emotion Analysis: A Big Data Analysis Perspective","display_name":"Recent Trends in Emotion Analysis: A Big Data Analysis Perspective","publication_year":2020,"publication_date":"2020-12-07","ids":{"openalex":"https://openalex.org/W3142254263","doi":"https://doi.org/10.1109/asonam49781.2020.9381441","mag":"3142254263"},"language":"en","primary_location":{"id":"doi:10.1109/asonam49781.2020.9381441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam49781.2020.9381441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","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/A5043340317","display_name":"Tansel \u00d6zyer","orcid":"https://orcid.org/0000-0002-2529-5533"},"institutions":[{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Tansel Ozyer","raw_affiliation_strings":["Department of Computer Engineering, TOBB University of Economics and Technology, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, TOBB University of Economics and Technology, Ankara, Turkey","institution_ids":["https://openalex.org/I13236232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028888059","display_name":"Ak Duygu Selin","orcid":null},"institutions":[{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ak Duygu Selin","raw_affiliation_strings":["Department of Computer Engineering, TOBB University of Economics and Technology, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, TOBB University of Economics and Technology, Ankara, Turkey","institution_ids":["https://openalex.org/I13236232"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066265052","display_name":"Reda Alhajj","orcid":"https://orcid.org/0000-0001-6657-9738"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Reda Alhajj","raw_affiliation_strings":["University of Southern Denmark, Odense, Denmark"],"affiliations":[{"raw_affiliation_string":"University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043340317"],"corresponding_institution_ids":["https://openalex.org/I13236232"],"apc_list":null,"apc_paid":null,"fwci":0.1954,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52858439,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"43 1","issue":null,"first_page":"710","last_page":"714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9995999932289124,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.7194092273712158},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.6912428140640259},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6243411302566528},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5481038093566895},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5430684685707092},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5416131615638733},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5332569479942322},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5139195919036865},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3614230751991272},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3421916961669922},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3274380564689636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31563711166381836},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1515330970287323},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1450461745262146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7194092273712158},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6912428140640259},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6243411302566528},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5481038093566895},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5430684685707092},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5416131615638733},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5332569479942322},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5139195919036865},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3614230751991272},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3421916961669922},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3274380564689636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31563711166381836},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1515330970287323},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1450461745262146},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asonam49781.2020.9381441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam49781.2020.9381441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},{"id":"pmh:oai:sdu.dk:openaire_cris_publications/cca15a94-09ca-48ec-94a0-d13fc79d2cdc","is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/cca15a94-09ca-48ec-94a0-d13fc79d2cdc","pdf_url":null,"source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ozyer, T, Selin, A D & Alhajj, R 2020, Recent Trends in Emotion Analysis : A Big Data Analysis Perspective. in M Atzmuller, M Coscia & R Missaoui (eds), 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). IEEE, Proceedings - IEEE/ACM International Conference on Advances in Social Network Analysis and Mining, ASONAM, pp. 710-714, 12th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2020, Virtual, Online, Netherlands, 07/12/2020. https://doi.org/10.1109/ASONAM49781.2020.9381441","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W24089286","https://openalex.org/W147001025","https://openalex.org/W2034014085","https://openalex.org/W2034328688","https://openalex.org/W2054041160","https://openalex.org/W2101194540","https://openalex.org/W2126579184","https://openalex.org/W2146634731","https://openalex.org/W2342311830","https://openalex.org/W2618799552","https://openalex.org/W2903831537","https://openalex.org/W2961193895","https://openalex.org/W2962730651","https://openalex.org/W2963076818","https://openalex.org/W2964134613","https://openalex.org/W2972151509","https://openalex.org/W2972546487","https://openalex.org/W2981947848","https://openalex.org/W2994890454","https://openalex.org/W2997582214","https://openalex.org/W3010396473","https://openalex.org/W3033118237","https://openalex.org/W3034141203","https://openalex.org/W3035050855","https://openalex.org/W3039444916","https://openalex.org/W3044326989","https://openalex.org/W3046351076","https://openalex.org/W3049411219","https://openalex.org/W3084394676","https://openalex.org/W3119171349","https://openalex.org/W3160281479","https://openalex.org/W3185034762","https://openalex.org/W4237044863","https://openalex.org/W4249279051","https://openalex.org/W4288090024","https://openalex.org/W4320013936","https://openalex.org/W6600983433","https://openalex.org/W6781372415"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4405901645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508"],"abstract_inverted_index":{"Human":[0],"action":[1,17,108],"recognition":[2,18,109],"has":[3],"recently":[4],"started":[5],"to":[6,64,83],"find":[7],"its":[8],"way":[9],"into":[10],"applications":[11],"in":[12,24,76,81],"different":[13,32],"applications.":[14],"Accordingly,":[15],"human":[16,107],"methods":[19,54],"are":[20,29],"becoming":[21],"increasingly":[22],"important":[23,63],"our":[25],"daily":[26],"life.":[27],"They":[28],"used":[30],"for":[31,90],"purposes":[33],"such":[34],"as":[35],"automation,":[36],"security,":[37],"surveillance,":[38],"health,":[39],"smart":[40],"home":[41],"systems,":[42],"and":[43,72,102,111],"customer":[44],"behaviour":[45],"prediction,":[46],"among":[47],"others.":[48],"Though":[49],"have":[50],"more":[51],"systems":[52,71,110],"with":[53],"provides":[55],"a":[56],"rich":[57],"pool":[58],"of":[59,69],"choices,":[60],"it":[61],"is":[62],"well":[65],"understand":[66],"the":[67,78,86,91,105],"performance":[68],"these":[70],"their":[73],"success":[74],"rates":[75],"recognizing":[77],"right":[79],"activities":[80],"order":[82],"decide":[84],"on":[85,104],"most":[87],"appropriate":[88],"system":[89],"current":[92],"application":[93],"domain.":[94],"This":[95],"survey":[96],"tackles":[97],"this":[98],"issue":[99],"by":[100],"analyzing":[101],"commenting":[103],"available":[106],"methods.":[112]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}