{"id":"https://openalex.org/W1632594863","doi":"https://doi.org/10.1109/isi.2015.7165958","title":"Personality based public sentiment classification in microblog","display_name":"Personality based public sentiment classification in microblog","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1632594863","doi":"https://doi.org/10.1109/isi.2015.7165958","mag":"1632594863"},"language":"en","primary_location":{"id":"doi:10.1109/isi.2015.7165958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi.2015.7165958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Intelligence and Security Informatics (ISI)","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/A5021554615","display_name":"Junjie Lin","orcid":"https://orcid.org/0000-0001-7741-869X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junjie Lin","raw_affiliation_strings":["State Key Laboratory of Management and Control for Complex Systems Institute of Automation, Chinese Academy of Sciences, Beijing, China","State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Management and Control for Complex Systems Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035983004","display_name":"Wenji Mao","orcid":"https://orcid.org/0000-0003-2323-5091"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenji Mao","raw_affiliation_strings":["State Key Laboratory of Management and Control for Complex Systems Institute of Automation, Chinese Academy of Sciences, Beijing, China","State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Management and Control for Complex Systems Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]},{"raw_affiliation_string":"State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021554615"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210094879"],"apc_list":null,"apc_paid":null,"fwci":0.8629,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81523141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"151","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9997000098228455,"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":0.9997000098228455,"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":0.996999979019165,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.8265410661697388},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.7893854379653931},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.7435625791549683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7010303139686584},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6792524456977844},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46818530559539795},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.45512980222702026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4432699680328369},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.43098676204681396},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.37552106380462646},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33751606941223145},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26943784952163696},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22213193774223328},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.17581745982170105}],"concepts":[{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.8265410661697388},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.7893854379653931},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.7435625791549683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7010303139686584},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6792524456977844},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46818530559539795},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.45512980222702026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4432699680328369},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.43098676204681396},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37552106380462646},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33751606941223145},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26943784952163696},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22213193774223328},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.17581745982170105},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isi.2015.7165958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi.2015.7165958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Intelligence and Security Informatics (ISI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1975867286","https://openalex.org/W2039779211","https://openalex.org/W2074469456","https://openalex.org/W2099465598","https://openalex.org/W2100772444","https://openalex.org/W2113166392","https://openalex.org/W2532755691"],"related_works":["https://openalex.org/W2088249598","https://openalex.org/W3115590054","https://openalex.org/W2412155161","https://openalex.org/W4361732754","https://openalex.org/W4245643476","https://openalex.org/W3049681097","https://openalex.org/W2252197266","https://openalex.org/W2785337750","https://openalex.org/W2781896039","https://openalex.org/W4206969454"],"abstract_inverted_index":{"In":[0,112],"recent":[1],"years,":[2],"microblog":[3],"has":[4],"become":[5],"one":[6],"of":[7,48,54,66,78,87,131,163],"the":[8,62,76,98,137,161],"most":[9],"widely":[10,120],"used":[11,84,121,155],"social":[12,27],"media":[13],"for":[14,31,129],"people":[15,86,100,130],"to":[16,36,114,148],"exchange":[17],"ideas":[18],"and":[19,33,102,153],"express":[20],"emotions.":[21],"As":[22],"information":[23],"propagates":[24],"fast":[25],"in":[26,42,75],"network,":[28],"it's":[29],"crucial":[30],"governments":[32],"public":[34,39,49],"agencies":[35],"effectively":[37],"monitor":[38],"sentiment":[40,50,70,109,122],"implied":[41],"user-generated":[43],"content.":[44],"Most":[45],"previous":[46,92],"work":[47],"analysis":[51,79],"takes":[52],"tweets":[53],"different":[55,132],"users":[56],"as":[57],"a":[58,106],"whole":[59],"without":[60],"considering":[61],"diverse":[63],"word":[64],"use":[65],"people.":[67],"Thus,":[68],"some":[69],"words":[71],"may":[72],"be":[73],"neglected":[74],"process":[77],"because":[80],"they":[81],"are":[82],"only":[83],"by":[85,91],"specific":[88],"groups.":[89],"Inspired":[90],"psychological":[93],"findings":[94],"that":[95],"personality":[96,107,133,151],"influences":[97],"ways":[99],"write":[101],"talk,":[103],"we":[104,142],"propose":[105],"based":[108,135],"classification":[110],"method.":[111,165],"order":[113],"capture":[115],"more":[116],"useful":[117],"but":[118],"not":[119],"words,":[123],"our":[124,164],"approach":[125],"extracts":[126],"textual":[127,156],"features":[128],"traits":[134],"on":[136],"Big":[138],"Five":[139],"model.":[140],"Moreover,":[141],"adopt":[143],"an":[144],"ensemble":[145],"learning":[146],"strategy":[147],"utilize":[149],"both":[150],"related":[152],"commonly":[154],"features.":[157],"Experimental":[158],"study":[159],"shows":[160],"effectiveness":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
