{"id":"https://openalex.org/W2564433506","doi":"https://doi.org/10.1109/iri.2016.68","title":"A Topic-Independent Hybrid Approach for Sentiment Analysis of Chinese Microblog","display_name":"A Topic-Independent Hybrid Approach for Sentiment Analysis of Chinese Microblog","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2564433506","doi":"https://doi.org/10.1109/iri.2016.68","mag":"2564433506"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/iri.2016.68","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5030967835","display_name":"Ping Han","orcid":"https://orcid.org/0000-0001-9633-6286"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Han","raw_affiliation_strings":["Civil Aviation University of China, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040192831","display_name":"Shan Li","orcid":"https://orcid.org/0000-0001-6001-1586"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Li","raw_affiliation_strings":["Civil Aviation University of China, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100542936","display_name":"Yunfei Jia","orcid":"https://orcid.org/0009-0004-5964-7850"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfei Jia","raw_affiliation_strings":["Civil Aviation University of China, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Civil Aviation University of China, Tianjin, China","institution_ids":["https://openalex.org/I28813325"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.561,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":7,"citation_normalized_percentile":{"value":0.47838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":83,"max":85},"biblio":{"volume":null,"issue":null,"first_page":"463","last_page":"468"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9999,"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":0.9999,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9986,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9933,"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/sentiment-analysis","display_name":"Sentiment Analysis","score":0.87587464},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.79749614},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.6271769},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5838993}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.87587464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.83249223},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.79749614},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.76605856},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.65626407},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.6271769},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6239821},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5882753},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5838993},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.58327913},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4962464},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.44614545},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32359925},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1814579},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.12082687},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/iri.2016.68","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.62,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":15,"referenced_works":["https://openalex.org/W1988585844","https://openalex.org/W2031998113","https://openalex.org/W2084046180","https://openalex.org/W2113125055","https://openalex.org/W2143570397","https://openalex.org/W2166706824","https://openalex.org/W2170439938","https://openalex.org/W2171468534","https://openalex.org/W2251770468","https://openalex.org/W2251939518","https://openalex.org/W2380107439","https://openalex.org/W2382067994","https://openalex.org/W2949998441","https://openalex.org/W3146306708","https://openalex.org/W88134586"],"related_works":["https://openalex.org/W4200238620","https://openalex.org/W3205826705","https://openalex.org/W2975174210","https://openalex.org/W2903394456","https://openalex.org/W2902285665","https://openalex.org/W2888662092","https://openalex.org/W2519006514","https://openalex.org/W2372057287","https://openalex.org/W2346975490","https://openalex.org/W1540611520"],"abstract_inverted_index":{"People's":[0],"attitude":[1],"towards":[2],"specific":[3,57,77],"events":[4],"is":[5,73],"usually":[6,63],"contained":[7],"in":[8,28],"their":[9],"Internet":[10],"speech.":[11],"When":[12],"monitoring":[13],"public":[14],"opinions":[15],"on":[16,50,75,126],"the":[17,19,33,86,89,98,105,115,123],"Internet,":[18],"sentiments":[20],"of":[21,35,108],"social":[22],"media":[23],"users":[24],"should":[25,38],"be":[26,39,131],"analyzed":[27,40],"real":[29],"time.":[30],"For":[31],"example,":[32],"expression":[34],"target":[36],"user":[37],"to":[41,56,68,92,103,133],"get":[42,69,119],"his/her":[43],"emotional":[44],"changing":[45],"trend.":[46],"However,":[47],"present":[48],"literatures":[49],"text":[51],"sentiment":[52,70,94,106,135],"analysis":[53],"are":[54],"limited":[55],"domains":[58],"and":[59,101,129],"topics,":[60],"because":[61],"they":[62],"employ":[64],"machine":[65],"learning":[66],"method":[67,91,125],"polarity,":[71],"which":[72],"trained":[74],"one":[76],"topic":[78],"area.":[79],"In":[80],"this":[81],"paper,":[82],"our":[83],"approach":[84,117],"combines":[85],"lexicon-based":[87],"with":[88],"similarity-based":[90],"extract":[93],"word,":[95],"then":[96],"utilize":[97],"semantic":[99],"rules":[100],"emoticons":[102],"obtain":[104],"polarity":[107],"short":[109],"text.":[110],"The":[111],"results":[112],"show":[113],"that":[114],"proposed":[116],"can":[118,130],"higher":[120],"accuracy":[121],"than":[122],"SVM":[124],"topic-independent":[127],"corpus":[128],"applied":[132],"online":[134],"analysis.":[136]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2564433506","counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2024-12-18T00:40:27.529509","created_date":"2017-01-06"}