{"id":"https://openalex.org/W4401390340","doi":"https://doi.org/10.1145/3685679","title":"Exploring Thematic Diversity in Classical Chinese Poetry: A Novel Dataset and a BERT-enhanced Ensemble Learning Approach","display_name":"Exploring Thematic Diversity in Classical Chinese Poetry: A Novel Dataset and a BERT-enhanced Ensemble Learning Approach","publication_year":2024,"publication_date":"2024-08-07","ids":{"openalex":"https://openalex.org/W4401390340","doi":"https://doi.org/10.1145/3685679"},"language":"en","primary_location":{"id":"doi:10.1145/3685679","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3685679","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3685679","source":{"id":"https://openalex.org/S4210184050","display_name":"Journal on Computing and Cultural Heritage","issn_l":"1556-4711","issn":["1556-4711","1556-4673"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Computing and Cultural Heritage","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3685679","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074052405","display_name":"Jingrui Hou","orcid":"https://orcid.org/0000-0002-7234-3200"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jingrui Hou","raw_affiliation_strings":["Department of Computer Science, School of Science, Loughborough University, Loughbough, Leicestershire, UK","Department of Computer Science, School of Science, Loughborough University, UK"],"raw_orcid":"https://orcid.org/0000-0002-7234-3200","affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Science, Loughborough University, Loughbough, Leicestershire, UK","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"Department of Computer Science, School of Science, Loughborough University, UK","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015542553","display_name":"Shitou Zhang","orcid":"https://orcid.org/0000-0003-0642-9724"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shitou Zhang","raw_affiliation_strings":["Department of Information Engineering, Faculty of Engineering, The Chinese University of Hong Kong, Hong Kong, China","Department of Information Engineering, Faculty of Engineering, The Chinese University of Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-0642-9724","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Faculty of Engineering, The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Information Engineering, Faculty of Engineering, The Chinese University of Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.972,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79250768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"17","issue":"4","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9951000213623047,"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":0.9951000213623047,"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":0.9923999905586243,"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":0.9915000200271606,"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/computer-science","display_name":"Computer science","score":0.6741719841957092},{"id":"https://openalex.org/keywords/thematic-map","display_name":"Thematic map","score":0.6740129590034485},{"id":"https://openalex.org/keywords/poetry","display_name":"Poetry","score":0.6548765897750854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5798214673995972},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.5409582257270813},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.49720242619514465},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4917798340320587},{"id":"https://openalex.org/keywords/theme","display_name":"Theme (computing)","score":0.4835814833641052},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4832664132118225},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.469154953956604},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4437764883041382},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4279831051826477},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.14409884810447693},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10979902744293213},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1084795594215393},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10735782980918884},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09853896498680115},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07486686110496521},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.06739068031311035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6741719841957092},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.6740129590034485},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.6548765897750854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5798214673995972},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.5409582257270813},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.49720242619514465},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4917798340320587},{"id":"https://openalex.org/C33566652","wikidata":"https://www.wikidata.org/wiki/Q1065927","display_name":"Theme (computing)","level":2,"score":0.4835814833641052},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4832664132118225},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.469154953956604},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4437764883041382},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4279831051826477},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.14409884810447693},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10979902744293213},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1084795594215393},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10735782980918884},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09853896498680115},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07486686110496521},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.06739068031311035},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3685679","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3685679","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3685679","source":{"id":"https://openalex.org/S4210184050","display_name":"Journal on Computing and Cultural Heritage","issn_l":"1556-4711","issn":["1556-4711","1556-4673"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Computing and Cultural Heritage","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3685679","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3685679","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3685679","source":{"id":"https://openalex.org/S4210184050","display_name":"Journal on Computing and Cultural Heritage","issn_l":"1556-4711","issn":["1556-4711","1556-4673"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal on Computing and Cultural Heritage","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401390340.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W582062607","https://openalex.org/W623056629","https://openalex.org/W1485981043","https://openalex.org/W1832693441","https://openalex.org/W1987459427","https://openalex.org/W1988790447","https://openalex.org/W2064675550","https://openalex.org/W2115221470","https://openalex.org/W2146241755","https://openalex.org/W2251146839","https://openalex.org/W2351868198","https://openalex.org/W2617704515","https://openalex.org/W2767427728","https://openalex.org/W2799771000","https://openalex.org/W2807670700","https://openalex.org/W2889933256","https://openalex.org/W2892341857","https://openalex.org/W2913059114","https://openalex.org/W2952370363","https://openalex.org/W2955906039","https://openalex.org/W2962893388","https://openalex.org/W2963341956","https://openalex.org/W2970390493","https://openalex.org/W3000537296","https://openalex.org/W3008681224","https://openalex.org/W3021636956","https://openalex.org/W3045820884","https://openalex.org/W3087895544","https://openalex.org/W3148096012","https://openalex.org/W3149839747","https://openalex.org/W3156333129","https://openalex.org/W3187534974","https://openalex.org/W3190359863","https://openalex.org/W3199884620","https://openalex.org/W3200202382","https://openalex.org/W3202548348","https://openalex.org/W3203912143","https://openalex.org/W3211332529","https://openalex.org/W4212883601","https://openalex.org/W4220964139","https://openalex.org/W4226418765","https://openalex.org/W4234819341","https://openalex.org/W4238887987","https://openalex.org/W4248391971","https://openalex.org/W4287888702","https://openalex.org/W4292939069","https://openalex.org/W4313531555","https://openalex.org/W4320148001","https://openalex.org/W4385340665","https://openalex.org/W4385392785","https://openalex.org/W4385565577"],"related_works":["https://openalex.org/W2291311298","https://openalex.org/W2378021067","https://openalex.org/W2347703439","https://openalex.org/W2371027582","https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2076654158","https://openalex.org/W2913146933"],"abstract_inverted_index":{"Classical":[0],"Chinese":[1,129,139],"poetry,":[2],"as":[3],"an":[4,68,133],"essential":[5],"aspect":[6],"of":[7,31,42,73,96,109,121],"cultural":[8],"heritage,":[9],"exhibits":[10],"rich":[11],"theme":[12],"diversity":[13],"often":[14],"overlooked":[15],"in":[16,76,99,127],"natural":[17],"language":[18],"processing":[19],"research.":[20,89],"To":[21],"address":[22],"this":[23,35,61],"gap,":[24],"we":[25],"aim":[26],"to":[27,117],"explore":[28],"the":[29,77,94,107,110],"classification":[30,135],"thematic":[32,122],"categories":[33,123],"within":[34],"literary":[36],"domain.":[37],"We":[38],"curate":[39],"a":[40,52,85,118],"dataset":[41],"2,918":[43],"annotated":[44],"poems":[45],"spanning":[46],"7":[47],"common":[48],"themes":[49],"and":[50,70,83,105,124,131],"propose":[51],"BERT-based":[53],"ensemble":[54,97,112],"learning":[55],"approach":[56],"for":[57,87,137],"effective":[58],"classification.":[59],"Although":[60],"method":[62],"integrates":[63],"existing":[64],"models,":[65],"it":[66],"achieves":[67],"accuracy":[69],"F1":[71],"score":[72],"over":[74],"72%":[75],"7-class":[78],"task,":[79],"surpassing":[80],"established":[81],"baselines,":[82],"providing":[84],"baseline":[86],"future":[88],"The":[90,114],"experimental":[91],"findings":[92],"reveal":[93],"effectiveness":[95],"strategies":[98],"improving":[100],"individual":[101],"base":[102],"model":[103],"performance":[104],"highlight":[106],"potential":[108],"MLP-based":[111],"technique.":[113],"study":[115],"contributes":[116],"deeper":[119],"understanding":[120],"textual":[125],"features":[126],"classical":[128,138],"poetry":[130],"offers":[132],"automated":[134],"system":[136],"poems.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
