{"id":"https://openalex.org/W2287843335","doi":"https://doi.org/10.3233/978-1-61499-419-0-927","title":"Learning Domain-specific Sentiment Lexicon with Supervised Sentiment-aware LDA","display_name":"Learning Domain-specific Sentiment Lexicon with Supervised Sentiment-aware LDA","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2287843335","doi":"https://doi.org/10.3233/978-1-61499-419-0-927","mag":"2287843335"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-419-0-927","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-419-0-927","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-419-0-927","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083369457","display_name":"Min Yang","orcid":"https://orcid.org/0000-0001-7345-5071"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yang Min","raw_affiliation_strings":["Department of Computer Science, The University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102152022","display_name":"Dingju Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu Dingju","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China and Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China and Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China#TAB#","institution_ids":["https://openalex.org/I187400657","https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033101505","display_name":"Rashed Mustafa","orcid":"https://orcid.org/0000-0001-5123-194X"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mustafa Rashed","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China;"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China;","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102173312","display_name":"Kam-Pui Chow","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chow Kam-Pui","raw_affiliation_strings":["Department of Computer Science, The University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083369457"],"corresponding_institution_ids":["https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":2.0774,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88089607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"927","last_page":"932"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9987999796867371,"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/T10028","display_name":"Topic Modeling","score":0.9965000152587891,"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/lexicon","display_name":"Lexicon","score":0.8329971432685852},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6392562985420227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5941030979156494},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5695047378540039},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5334193110466003},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4710005819797516},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13865801692008972}],"concepts":[{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.8329971432685852},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6392562985420227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5941030979156494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5695047378540039},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5334193110466003},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4710005819797516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13865801692008972},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-419-0-927","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-419-0-927","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:hub.hku.hk:10722/219239","is_oa":true,"landing_page_url":"http://hdl.handle.net/10722/219239","pdf_url":"http://hdl.handle.net/10722/219239","source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference_Paper"},{"id":"mag:2287843335","is_oa":false,"landing_page_url":"http://hub.hku.hk/bitstream/10722/219239/1/Content.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306418308","display_name":"European Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"European Conference on Artificial Intelligence","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-419-0-927","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-419-0-927","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W193524605","https://openalex.org/W1591840823","https://openalex.org/W1880262756","https://openalex.org/W1969486090","https://openalex.org/W2003852217","https://openalex.org/W2022204871","https://openalex.org/W2037187099","https://openalex.org/W2063596712","https://openalex.org/W2081580037","https://openalex.org/W2082291422","https://openalex.org/W2097162496","https://openalex.org/W2107474859","https://openalex.org/W2128668540","https://openalex.org/W2131305515","https://openalex.org/W2136680862","https://openalex.org/W2140124448","https://openalex.org/W2158108973","https://openalex.org/W2160660844","https://openalex.org/W2161926933","https://openalex.org/W2162095731","https://openalex.org/W2163302275","https://openalex.org/W2166706824","https://openalex.org/W2251872787","https://openalex.org/W2252127909","https://openalex.org/W2787893582","https://openalex.org/W2950477597","https://openalex.org/W2951319051","https://openalex.org/W3146306708"],"related_works":["https://openalex.org/W2888662092","https://openalex.org/W3205826705","https://openalex.org/W2903394456","https://openalex.org/W2902285665","https://openalex.org/W2150818832","https://openalex.org/W2975174210","https://openalex.org/W2244029015","https://openalex.org/W2287843335","https://openalex.org/W2140536630","https://openalex.org/W1831473261"],"abstract_inverted_index":{"Analyzing":[0],"and":[1,57,86,99,114,128],"understanding":[2],"people's":[3],"sentiments":[4],"towards":[5],"different":[6],"topics":[7],"has":[8],"become":[9],"an":[10],"interesting":[11],"task":[12],"due":[13],"to":[14,31,89,101],"the":[15,102,134,139],"explosion":[16],"of":[17,36,82,104,141],"opinion-rich":[18],"resources.":[19],"In":[20,65],"most":[21,40],"sentiment":[22,25,37,47,53,59,103,131,142],"analysis":[23],"applications,":[24],"lexicons":[26],"play":[27],"a":[28,70,79,91,95,126],"crucial":[29],"role,":[30],"be":[32],"used":[33],"as":[34],"metadata":[35],"polarity.":[38],"However,":[39],"previous":[41],"works":[42],"focus":[43],"on":[44,108],"discovering":[45],"general-purpose":[46],"lexicons.":[48],"They":[49],"cannot":[50],"capture":[51],"domain-specific":[52,92,130],"words,":[54],"or":[55],"implicit":[56],"connotative":[58],"words":[60,85],"that":[61,119],"are":[62],"seemingly":[63],"objective.":[64],"this":[66],"paper,":[67],"we":[68],"propose":[69],"supervised":[71],"sentiment-aware":[72],"LDA":[73],"model":[74,77,121],"(ssLDA).":[75],"The":[76],"uses":[78],"minimal":[80],"set":[81],"domain-independent":[83],"seed":[84],"document":[87],"labels":[88],"discover":[90],"lexicon,":[93],"learning":[94],"lexicon":[96,136],"much":[97],"richer":[98],"adaptive":[100],"specific":[105],"document.":[106],"Experiments":[107],"two":[109],"publicly-available":[110],"datasets":[111],"(movie":[112],"reviews":[113],"Obama-McCain":[115],"debate":[116],"dataset)":[117],"show":[118],"our":[120],"is":[122],"effective":[123],"in":[124],"constructing":[125],"comprehensive":[127],"high-quality":[129],"lexicon.":[132],"Furthermore,":[133],"resulting":[135],"significantly":[137],"improves":[138],"performance":[140],"classification":[143],"tasks.":[144]},"counts_by_year":[{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}