{"id":"https://openalex.org/W4404579189","doi":"https://doi.org/10.5220/0013013600003838","title":"HTEKG: A Human-Trait-Enhanced Literary Knowledge Graph with Language Model Evaluation","display_name":"HTEKG: A Human-Trait-Enhanced Literary Knowledge Graph with Language Model Evaluation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404579189","doi":"https://doi.org/10.5220/0013013600003838"},"language":"en","primary_location":{"id":"doi:10.5220/0013013600003838","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0013013600003838","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0013013600003838","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114733356","display_name":"Sreejith Kalathil","orcid":null},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]},{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Sreejith Kalathil","raw_affiliation_strings":["Newcastle University, Newcastle upon Tyne, U.K., --- Select a Country ---","Newcastle University, Newcastle upon Tyne, U.K. 2University of Exeter, Exeter, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Newcastle University, Newcastle upon Tyne, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"Newcastle University, Newcastle upon Tyne, U.K. 2University of Exeter, Exeter, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I23923803","https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067001898","display_name":"Li Tian","orcid":"https://orcid.org/0000-0002-6197-5202"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]},{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tian Li","raw_affiliation_strings":["Newcastle University, Newcastle upon Tyne, U.K., --- Select a Country ---","Newcastle University, Newcastle upon Tyne, U.K. 2University of Exeter, Exeter, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Newcastle University, Newcastle upon Tyne, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"Newcastle University, Newcastle upon Tyne, U.K. 2University of Exeter, Exeter, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I23923803","https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100640561","display_name":"Hang Dong","orcid":"https://orcid.org/0000-0001-9652-1908"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hang Dong","raw_affiliation_strings":["University of Exeter, Exeter, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter, Exeter, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075528828","display_name":"Huizhi Liang","orcid":"https://orcid.org/0000-0003-4408-4528"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]},{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Huizhi Liang","raw_affiliation_strings":["Newcastle University, Newcastle upon Tyne, U.K., --- Select a Country ---","Newcastle University, Newcastle upon Tyne, U.K. 2University of Exeter, Exeter, U.K., --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Newcastle University, Newcastle upon Tyne, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"Newcastle University, Newcastle upon Tyne, U.K. 2University of Exeter, Exeter, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I23923803","https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5114733356"],"corresponding_institution_ids":["https://openalex.org/I23923803","https://openalex.org/I84884186"],"apc_list":null,"apc_paid":null,"fwci":0.3296,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67810576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"207","last_page":"215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9954000115394592,"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/T10028","display_name":"Topic Modeling","score":0.9954000115394592,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9495000243186951,"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":0.9135000109672546,"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":0.7134142518043518},{"id":"https://openalex.org/keywords/trait","display_name":"Trait","score":0.6275409460067749},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5890384912490845},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4803929924964905},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.46486932039260864},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.42104679346084595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37714317440986633},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.24797818064689636},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2426237165927887}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7134142518043518},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.6275409460067749},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5890384912490845},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4803929924964905},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46486932039260864},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42104679346084595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37714317440986633},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.24797818064689636},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2426237165927887}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0013013600003838","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0013013600003838","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/29812514","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},{"id":"pmh:oai:ore.exeter.ac.uk:10871/137835","is_oa":true,"landing_page_url":"http://hdl.handle.net/10871/137835","pdf_url":null,"source":{"id":"https://openalex.org/S4306401998","display_name":"Open Research Exeter (University of Exeter)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I23923803","host_organization_name":"University of Exeter","host_organization_lineage":["https://openalex.org/I23923803"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":{"id":"doi:10.5220/0013013600003838","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0013013600003838","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2477995101","https://openalex.org/W4256036313","https://openalex.org/W2186506319","https://openalex.org/W2982583741","https://openalex.org/W4250008494","https://openalex.org/W2113382792","https://openalex.org/W2943740911","https://openalex.org/W1981597138","https://openalex.org/W2443268734","https://openalex.org/W3214919648"],"abstract_inverted_index":{"Knowledge":[0,43],"Graphs":[1],"(KGs)":[2],"are":[3],"a":[4,40,92],"crucial":[5],"component":[6],"of":[7,67],"Artificial":[8],"Intelligence":[9],"(AI)":[10],"systems,":[11],"enhancing":[12],"AI\u2019s":[13],"capabilities":[14,59],"in":[15,22,102],"literary":[16,68,84,103],"analysis.":[17],"However,":[18],"traditional":[19,87],"KG":[20],"designs":[21],"this":[23,36],"field":[24],"have":[25],"focused":[26],"more":[27,72],"on":[28,81],"events,":[29],"often":[30],"ignoring":[31],"character":[32],"information.":[33,76],"To":[34],"tackle":[35],"issue,":[37],"we":[38],"created":[39],"comprehensive":[41],"Human-Trait-Enhanced":[42],"Graph,":[44],"HTEKG,":[45],"which":[46],"combines":[47],"past":[48],"event-centered":[49],"KGs":[50],"with":[51,91,97],"general":[52],"human":[53],"traits.":[54],"The":[55],"HTEKG":[56,80],"enhances":[57],"query":[58],"by":[60],"mapping":[61],"the":[62],"complex":[63],"relationships":[64],"and":[65,74,95,105],"traits":[66],"characters,":[69],"thereby":[70],"providing":[71],"accurate":[73],"context-relevant":[75],"We":[77],"tested":[78],"our":[79],"three":[82],"typical":[83],"comprehension":[85],"methods:":[86],"Cypher":[88],"query,":[89],"integration":[90,96],"BERT":[93],"classifier,":[94],"GPT-4,":[98],"demonstrating":[99],"its":[100,106],"effectiveness":[101],"analysis":[104],"adaptability":[107],"to":[108],"different":[109],"language":[110],"models.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
