{"id":"https://openalex.org/W2083633991","doi":"https://doi.org/10.5539/cis.v2n4p64","title":"Reader Perspective Emotion Analysis in Text through Ensemble based Multi-Label Classification Framework","display_name":"Reader Perspective Emotion Analysis in Text through Ensemble based Multi-Label Classification Framework","publication_year":2009,"publication_date":"2009-10-22","ids":{"openalex":"https://openalex.org/W2083633991","doi":"https://doi.org/10.5539/cis.v2n4p64","mag":"2083633991"},"language":"en","primary_location":{"id":"doi:10.5539/cis.v2n4p64","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v2n4p64","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/3872/3716","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ccsenet.org/journal/index.php/cis/article/download/3872/3716","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063438965","display_name":"Plaban Kumar Bhowmick","orcid":"https://orcid.org/0000-0002-6573-0093"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Plaban Kumar Bhowmick","raw_affiliation_strings":["[Indian Inst. of Technol., Kharagpur]"],"affiliations":[{"raw_affiliation_string":"[Indian Inst. of Technol., Kharagpur]","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063438965"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":3.4894,"has_fulltext":true,"cited_by_count":63,"citation_normalized_percentile":{"value":0.92879425,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T11550","display_name":"Text and Document Classification Technologies","score":0.9994999766349792,"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":0.9972000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.819900631904602},{"id":"https://openalex.org/keywords/sadness","display_name":"Sadness","score":0.7045564651489258},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6489755511283875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6214170455932617},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6078861951828003},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.5742049813270569},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5403532981872559},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5316817164421082},{"id":"https://openalex.org/keywords/semantic-feature","display_name":"Semantic feature","score":0.4934517443180084},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.49106550216674805},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4781592786312103},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.46983999013900757},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.4608878791332245},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.42443692684173584},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33506736159324646},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.22033178806304932},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11152642965316772},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10160091519355774}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.819900631904602},{"id":"https://openalex.org/C2779812673","wikidata":"https://www.wikidata.org/wiki/Q169251","display_name":"Sadness","level":3,"score":0.7045564651489258},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6489755511283875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6214170455932617},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6078861951828003},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.5742049813270569},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5403532981872559},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5316817164421082},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.4934517443180084},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.49106550216674805},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4781592786312103},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.46983999013900757},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.4608878791332245},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.42443692684173584},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33506736159324646},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.22033178806304932},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11152642965316772},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10160091519355774},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5539/cis.v2n4p64","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v2n4p64","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/3872/3716","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.668.6314","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.668.6314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ccsenet.org/journal/index.php/cis/article/download/3872/3716/","raw_type":"text"}],"best_oa_location":{"id":"doi:10.5539/cis.v2n4p64","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v2n4p64","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/3872/3716","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2083633991.pdf","grobid_xml":"https://content.openalex.org/works/W2083633991.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W146901855","https://openalex.org/W1503392745","https://openalex.org/W1509901816","https://openalex.org/W1509982784","https://openalex.org/W1969769481","https://openalex.org/W1970819424","https://openalex.org/W2017875634","https://openalex.org/W2038721957","https://openalex.org/W2047053749","https://openalex.org/W2052684427","https://openalex.org/W2095234413","https://openalex.org/W2096333412","https://openalex.org/W2097606805","https://openalex.org/W2104090402","https://openalex.org/W2104190448","https://openalex.org/W2105468141","https://openalex.org/W2110162085","https://openalex.org/W2112119668","https://openalex.org/W2114524997","https://openalex.org/W2125098710","https://openalex.org/W2126179176","https://openalex.org/W2135756832","https://openalex.org/W2146241755","https://openalex.org/W2165008816","https://openalex.org/W2168493061","https://openalex.org/W2497755598","https://openalex.org/W2549012520","https://openalex.org/W2949380545","https://openalex.org/W4230206079","https://openalex.org/W4298839249","https://openalex.org/W6606011401","https://openalex.org/W6629989782","https://openalex.org/W6674485571","https://openalex.org/W7015546269"],"related_works":["https://openalex.org/W2008101671","https://openalex.org/W3154817110","https://openalex.org/W2130424481","https://openalex.org/W2335882425","https://openalex.org/W1807647822","https://openalex.org/W2374344280","https://openalex.org/W2345184372","https://openalex.org/W3085814693","https://openalex.org/W114213598","https://openalex.org/W2907095334"],"abstract_inverted_index":{"Multiple":[0],"emotions":[1],"are":[2,53,60],"often":[3],"triggered":[4],"in":[5,7,111,127,142],"readers":[6],"response":[8],"to":[9,72,129],"text":[10],"stimuli":[11],"like":[12],"news":[13,25,46],"article.":[14],"In":[15,70,134],"this":[16],"paper,":[17],"we":[18,74],"present":[19],"a":[20],"novel":[21,78],"method":[22],"for":[23,67],"classifying":[24],"sentences":[26,47,89],"into":[27],"multiple":[28],"emotion":[29,41,50,68,112],"categories":[30],"using":[31],"an":[32],"ensemble":[33],"based":[34,107],"multi-label":[35],"classification":[36],"technique":[37],"called":[38],"RAKEL.":[39],"The":[40],"data":[42],"consists":[43],"of":[44,82,87,97],"1305":[45],"and":[48,57,85,90,120,137],"the":[49,61,88,95,143],"classes":[51],"considered":[52],"disgust,":[54],"fear,":[55],"happiness":[56],"sadness.":[58],"Words":[59],"most":[62],"obvious":[63],"choice":[64],"as":[65],"feature":[66,79,103,108,116,131,151],"recognition.":[69],"addition":[71],"that":[73,100],"have":[75,124,146],"introduced":[76],"two":[77],"sets:":[80],"polarity":[81,106],"subject,":[83],"verb":[84],"object":[86],"semantic":[91,101,121,138],"frames.":[92],"Experiments":[93,114],"concerning":[94],"comparison":[96],"features":[98,123],"revealed":[99],"frame":[102,122,139],"combined":[104],"with":[105],"performs":[109],"best":[110],"classification.":[113],"on":[115],"selection":[117],"over":[118],"word":[119,136],"been":[125,147],"performed":[126],"order":[128],"handle":[130],"sparseness":[132],"problem.":[133],"both":[135],"feature,":[140],"improvements":[141],"overall":[144],"performance":[145],"observed":[148],"after":[149],"optimal":[150],"selection.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
