{"id":"https://openalex.org/W3128561444","doi":"https://doi.org/10.1155/2021/6152494","title":"A Training\u2010Optimization\u2010Based Method for Constructing Domain\u2010Specific Sentiment Lexicon","display_name":"A Training\u2010Optimization\u2010Based Method for Constructing Domain\u2010Specific Sentiment Lexicon","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3128561444","doi":"https://doi.org/10.1155/2021/6152494","mag":"3128561444"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6152494","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6152494","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6152494.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2021/6152494.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029570815","display_name":"Maokang Du","orcid":"https://orcid.org/0000-0003-2207-656X"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maokang Du","raw_affiliation_strings":["Key Laboratory of Electronic Commerce and Logistics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Commerce and Logistics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373872","display_name":"Xiaoguang Li","orcid":"https://orcid.org/0000-0003-3529-3678"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoguang Li","raw_affiliation_strings":["Key Laboratory of Electronic Commerce and Logistics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Commerce and Logistics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049184690","display_name":"Longyan Luo","orcid":"https://orcid.org/0000-0002-6930-0752"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longyan Luo","raw_affiliation_strings":["Key Laboratory of Electronic Commerce and Logistics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Commerce and Logistics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100373872"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":1.2596,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83202663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2021","issue":"1","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":1.0,"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":1.0,"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":0.9932000041007996,"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":0.980400025844574,"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":0.9519491195678711},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.9040219783782959},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8139954805374146},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.7158272862434387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6641562581062317},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6105003952980042},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6053352355957031},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5549293160438538},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07171979546546936}],"concepts":[{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.9519491195678711},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.9040219783782959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8139954805374146},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.7158272862434387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6641562581062317},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6105003952980042},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6053352355957031},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5549293160438538},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07171979546546936},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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:10.1155/2021/6152494","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6152494","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6152494.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:6152494","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2021/6152494.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:2a1f1263aec1463eb003b9a0d01adf0d","is_oa":true,"landing_page_url":"https://doaj.org/article/2a1f1263aec1463eb003b9a0d01adf0d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/6152494","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6152494","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6152494.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3744313044","display_name":null,"funder_award_id":"Social","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4411722191","display_name":null,"funder_award_id":"61876200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3128561444.pdf","grobid_xml":"https://content.openalex.org/works/W3128561444.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2003303386","https://openalex.org/W2008101671","https://openalex.org/W2107474859","https://openalex.org/W2297801999","https://openalex.org/W2546935677","https://openalex.org/W2625878254","https://openalex.org/W2766671363","https://openalex.org/W2789511524","https://openalex.org/W2791061589","https://openalex.org/W2793625747","https://openalex.org/W2796018820","https://openalex.org/W2800420809","https://openalex.org/W2803201508","https://openalex.org/W2889996681","https://openalex.org/W2896054874","https://openalex.org/W2901745067","https://openalex.org/W2907910042","https://openalex.org/W2910656009","https://openalex.org/W2924164060","https://openalex.org/W2959686711","https://openalex.org/W2964325543","https://openalex.org/W2965612779","https://openalex.org/W2997416493","https://openalex.org/W3040538231","https://openalex.org/W3081987387","https://openalex.org/W3111065932"],"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/W4400812547","https://openalex.org/W2244029015","https://openalex.org/W2140536630","https://openalex.org/W3015631708"],"abstract_inverted_index":{"Sentiment":[0,19],"analysis":[1],"has":[2,189],"been":[3],"widely":[4],"used":[5,97],"in":[6,43,130,137,178,198],"text":[7],"mining":[8],"of":[9,79,93,127],"social":[10],"media":[11],"to":[12,51,113,123,173],"discover":[13],"valuable":[14],"information":[15],"from":[16],"user":[17],"reviews.":[18],"lexicon":[20,55,81,177,197],"is":[21,48,82,96,142],"an":[22],"essential":[23],"tool":[24],"for":[25,36,56],"sentiment":[26,34,44,54,68,80,94,104,128,146,176,196],"analysis.":[27,45],"Recent":[28],"research":[29],"studies":[30],"indicate":[31],"that":[32,111,185],"constructing":[33],"lexicons":[35,69,105],"special":[37],"domains":[38],"can":[39,193],"achieve":[40],"better":[41],"results":[42,183],"However,":[46],"it":[47],"not":[49,158],"easy":[50,171],"construct":[52,174],"a":[53,57,85,168,175,179],"specific":[58,180,199],"domain":[59],"because":[60],"most":[61],"current":[62],"methods":[63],"highly":[64],"depend":[65],"on":[66,152],"general":[67],"and":[70,156,170,192],"complex":[71],"linguistic":[72,161],"rules.":[73],"In":[74,88],"this":[75],"paper,":[76],"the":[77,91,99,109,125,133,138,145,186],"construction":[78],"transformed":[83],"into":[84],"training\u2010optimization":[86],"process.":[87],"our":[89],"scheme,":[90],"accuracy":[92],"classification":[95],"as":[98,108,144],"optimization":[100],"objective.":[101],"The":[102],"candidate":[103],"are":[106,120],"regarded":[107],"individuals":[110],"need":[112,159],"be":[114],"optimized.":[115],"Then,":[116],"two":[117],"genetic":[118,140],"algorithms":[119,141],"specially":[121],"designed":[122],"adjust":[124],"values":[126],"words":[129],"lexicon.":[131,147],"Finally,":[132],"best":[134],"individual":[135],"evolved":[136],"presented":[139],"selected":[143],"Our":[148],"method":[149,188],"only":[150],"depends":[151],"some":[153],"labelled":[154],"texts":[155],"does":[157],"any":[160],"knowledge":[162],"or":[163],"prior":[164],"knowledge.":[165],"It":[166],"provides":[167],"simple":[169],"way":[172],"domain.":[181],"Experiment":[182],"show":[184],"proposed":[187],"good":[190],"flexibility":[191],"generate":[194],"high\u2010quality":[195],"domains.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}