{"id":"https://openalex.org/W3016205314","doi":"https://doi.org/10.1109/iciis47346.2019.9063291","title":"A Method to Identify the Current Mood of Social Media Users","display_name":"A Method to Identify the Current Mood of Social Media Users","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3016205314","doi":"https://doi.org/10.1109/iciis47346.2019.9063291","mag":"3016205314"},"language":"en","primary_location":{"id":"doi:10.1109/iciis47346.2019.9063291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciis47346.2019.9063291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 14th Conference on Industrial and Information Systems (ICIIS)","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/A5055455619","display_name":"Supuni Nimeshika","orcid":null},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Supuni Nimeshika","raw_affiliation_strings":["Faculty of Information Technology, University of Moratuwa, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064141023","display_name":"Supunmali Ahangama","orcid":"https://orcid.org/0000-0001-8045-4958"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Supunmali Ahangama","raw_affiliation_strings":["Faculty of Information Technology, University of Moratuwa, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I195740183"],"apc_list":null,"apc_paid":null,"fwci":0.4374,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69382268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"356","last_page":"359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9976000189781189,"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":0.9976000189781189,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9772999882698059,"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/mood","display_name":"Mood","score":0.8547496199607849},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.7219747304916382},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5809226036071777},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5317510366439819},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5006709098815918},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.49371275305747986},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4568444490432739},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44768714904785156},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4320942759513855},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3571494519710541},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3321155607700348},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.30699777603149414},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2898268699645996},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12325900793075562},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.09743478894233704}],"concepts":[{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.8547496199607849},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.7219747304916382},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5809226036071777},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5317510366439819},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5006709098815918},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.49371275305747986},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4568444490432739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44768714904785156},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4320942759513855},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3571494519710541},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3321155607700348},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.30699777603149414},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2898268699645996},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12325900793075562},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.09743478894233704},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iciis47346.2019.9063291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciis47346.2019.9063291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 14th Conference on Industrial and Information Systems (ICIIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W2030081602","https://openalex.org/W2149202561","https://openalex.org/W2189072721","https://openalex.org/W2276280688","https://openalex.org/W2290868201","https://openalex.org/W2623212788","https://openalex.org/W2761763773","https://openalex.org/W2945519995"],"related_works":["https://openalex.org/W2291261743","https://openalex.org/W1540119434","https://openalex.org/W4229598134","https://openalex.org/W2335262298","https://openalex.org/W2765982327","https://openalex.org/W2071657884","https://openalex.org/W213396585","https://openalex.org/W4237671428","https://openalex.org/W2123430089","https://openalex.org/W2964954556"],"abstract_inverted_index":{"Mood":[0],"of":[1,21,36,58,153],"a":[2,7,59,79,90,109,127,136,147],"person":[3,60],"changes":[4],"frequently":[5],"during":[6],"day.":[8],"A":[9],"mood":[10,38,57,84,118],"can":[11],"be":[12,40,113],"categorized":[13],"as":[14,68],"happy,":[15],"sad,":[16],"calm":[17],"and":[18,73,98,100,119,141],"angry.":[19],"Most":[20],"the":[22,55,76,82,116],"people":[23],"today":[24],"share":[25],"their":[26,63],"daily":[27],"activities,":[28],"opinions,":[29],"feelings":[30],"regularly":[31],"in":[32,87],"social":[33,64],"media.":[34],"Identification":[35],"current":[37,56,83,117],"will":[39,112],"useful":[41],"for":[42,81,92,102,115,121],"recommendation":[43],"systems":[44],"to":[45],"change":[46],"or":[47],"elevate":[48],"moods.":[49],"Thus,":[50],"this":[51],"proposed":[52,77],"system":[53],"identifies":[54],"by":[61],"mining":[62],"media":[65],"contents":[66,94],"such":[67],"posts,":[69],"comments,":[70],"image":[71],"posts":[72,123],"emoticons.":[74],"In":[75],"solution,":[78],"score":[80,91,101],"is":[85,133,144,155],"calculated":[86],"two":[88],"stages;":[89],"text":[93,97],"(images":[95],"with":[96],"posts/comments)":[99],"emoticons":[103],"were":[104],"computed.":[105],"Posts":[106],"made":[107],"within":[108],"24-hour":[110],"period":[111],"considered":[114],"scores":[120],"multiple":[122],"are":[124],"combined":[125],"using":[126,135,146],"temporal":[128],"weighted":[129],"average.":[130],"Text":[131],"classification":[132,143],"done":[134],"1D":[137],"Convolution":[138],"Neural":[139],"Network":[140],"emoticon":[142],"performed":[145],"survey.":[148],"Finally,":[149],"an":[150],"overall":[151],"accuracy":[152],"85%":[154],"achieved.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
