{"id":"https://openalex.org/W2741323484","doi":"https://doi.org/10.18653/v1/w17-2203","title":"Investigating the Relationship between Literary Genres and Emotional Plot Development","display_name":"Investigating the Relationship between Literary Genres and Emotional Plot Development","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2741323484","doi":"https://doi.org/10.18653/v1/w17-2203","mag":"2741323484"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w17-2203","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2203","pdf_url":"https://www.aclweb.org/anthology/W17-2203.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Joint SIGHUM Workshop on Computational Linguistics\n          for Cultural Heritage, Social Sciences, Humanities and Literature","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W17-2203.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057144056","display_name":"Evgeny Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Evgeny Kim","raw_affiliation_strings":["Institut fr Maschinelle Sprachverarbeitung University of Stuttgart Pfaffenwaldring 5b, 70569 Stuttgart, Germany","Institut f\u00fcr Maschinelle Sprachverarbeitung University of Stuttgart Pfaffenwaldring 5b, 70569 Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"Institut fr Maschinelle Sprachverarbeitung University of Stuttgart Pfaffenwaldring 5b, 70569 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Institut f\u00fcr Maschinelle Sprachverarbeitung University of Stuttgart Pfaffenwaldring 5b, 70569 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003870894","display_name":"Sebastian Pad\u00f3","orcid":"https://orcid.org/0000-0002-7529-6825"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Pad\u00f3","raw_affiliation_strings":["Institut f\u00fcr Maschinelle Sprachverarbeitung University of Stuttgart Pfaffenwaldring 5b, 70569 Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Maschinelle Sprachverarbeitung University of Stuttgart Pfaffenwaldring 5b, 70569 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090743286","display_name":"Roman Klinger","orcid":"https://orcid.org/0000-0002-2014-6619"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Roman Klinger","raw_affiliation_strings":["Institut fr Maschinelle Sprachverarbeitung University of Stuttgart Pfaffenwaldring 5b, 70569 Stuttgart, Germany","Institut f\u00fcr Maschinelle Sprachverarbeitung University of Stuttgart Pfaffenwaldring 5b, 70569 Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"Institut fr Maschinelle Sprachverarbeitung University of Stuttgart Pfaffenwaldring 5b, 70569 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Institut f\u00fcr Maschinelle Sprachverarbeitung University of Stuttgart Pfaffenwaldring 5b, 70569 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057144056"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":4.8754,"has_fulltext":true,"cited_by_count":50,"citation_normalized_percentile":{"value":0.96086161,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9973000288009644,"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":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5714702606201172},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.5352597236633301},{"id":"https://openalex.org/keywords/adventure","display_name":"Adventure","score":0.5237493515014648},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.5143238306045532},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.4932243227958679},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4842959940433502},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4703764319419861},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.4511213004589081},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4250623285770416},{"id":"https://openalex.org/keywords/romance","display_name":"Romance","score":0.4250350892543793},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3434772193431854},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.27489033341407776},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.16163387894630432},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1533551812171936}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5714702606201172},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.5352597236633301},{"id":"https://openalex.org/C42133412","wikidata":"https://www.wikidata.org/wiki/Q319221","display_name":"Adventure","level":2,"score":0.5237493515014648},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.5143238306045532},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.4932243227958679},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4842959940433502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4703764319419861},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.4511213004589081},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4250623285770416},{"id":"https://openalex.org/C518914266","wikidata":"https://www.wikidata.org/wiki/Q1054574","display_name":"Romance","level":2,"score":0.4250350892543793},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3434772193431854},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.27489033341407776},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.16163387894630432},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1533551812171936},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w17-2203","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2203","pdf_url":"https://www.aclweb.org/anthology/W17-2203.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Joint SIGHUM Workshop on Computational Linguistics\n          for Cultural Heritage, Social Sciences, Humanities and Literature","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w17-2203","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2203","pdf_url":"https://www.aclweb.org/anthology/W17-2203.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Joint SIGHUM Workshop on Computational Linguistics\n          for Cultural Heritage, Social Sciences, Humanities and Literature","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2741323484.pdf","grobid_xml":"https://content.openalex.org/works/W2741323484.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W573329870","https://openalex.org/W1607545660","https://openalex.org/W1894439685","https://openalex.org/W1939808012","https://openalex.org/W1978381081","https://openalex.org/W2030891299","https://openalex.org/W2038201841","https://openalex.org/W2040467972","https://openalex.org/W2058224795","https://openalex.org/W2061622883","https://openalex.org/W2099366530","https://openalex.org/W2117897510","https://openalex.org/W2130178994","https://openalex.org/W2131124666","https://openalex.org/W2146888100","https://openalex.org/W2165075134","https://openalex.org/W2165431734","https://openalex.org/W2168493061","https://openalex.org/W2267835966","https://openalex.org/W2292106168","https://openalex.org/W2911964244","https://openalex.org/W2963584820","https://openalex.org/W3014779790","https://openalex.org/W3022436500","https://openalex.org/W3100779964","https://openalex.org/W3165728972","https://openalex.org/W4212831314","https://openalex.org/W4244777963","https://openalex.org/W4293171766","https://openalex.org/W4297673324","https://openalex.org/W4398842597"],"related_works":["https://openalex.org/W2605586341","https://openalex.org/W1967203325","https://openalex.org/W4302322097","https://openalex.org/W1491125066","https://openalex.org/W602700490","https://openalex.org/W2089227341","https://openalex.org/W2895885147","https://openalex.org/W2579175587","https://openalex.org/W2575893242","https://openalex.org/W256292823"],"abstract_inverted_index":{"Literary":[0],"genres":[1,153],"are":[2],"commonly":[3],"viewed":[4],"as":[5,45,123],"being":[6],"defined":[7],"in":[8,155],"terms":[9],"of":[10,23,29,73,130,143],"content":[11,24],"and":[12,31,139,173],"style.":[13],"In":[14],"this":[15],"paper,":[16],"we":[17,48],"focus":[18],"on":[19,70],"one":[20],"particular":[21,40],"type":[22],"feature,":[25],"namely":[26],"lexical":[27],"expressions":[28],"emotion,":[30],"investigate":[32],"the":[33,84,102,120,156,162],"hypothesis":[34],"that":[35,52,64],"emotion-related":[36],"information":[37],"correlates":[38],"with":[39,61,76,90,166],"genres.":[41,78],"Using":[42],"genre":[43,94],"classification":[44],"a":[46,50,62,71,91,107,126],"testbed,":[47],"compare":[49],"model":[51,63,87,105,133,146],"computes":[53],"lexiconbased":[54],"emotion":[55,66,86,103],"scores":[56],"globally":[57],"for":[58,170],"complete":[59],"stories":[60,69,160],"tracks":[65],"arcs":[67],"through":[68],"subset":[72],"Project":[74],"Gutenberg":[75],"five":[77],"Our":[79],"main":[80],"findings":[81],"are:":[82],"(a),":[83],"global":[85,121],"is":[88],"competitive":[89],"largevocabulary":[92],"bag-of-words":[93],"classifier":[95],"(80":[96],"%":[97,111,135,148],"F":[98,112,136,149],"1":[99,113,137,150],");":[100,151],"(b),":[101],"arc":[104],"shows":[106,116],"lower":[108],"performance":[109,129,142],"(59":[110],")":[114,138],"but":[115],"complementary":[117],"behavior":[118,169],"to":[119,158],"model,":[122],"indicated":[124],"by":[125],"very":[127],"good":[128],"an":[131,140,144],"oracle":[132],"(94":[134],"improved":[141],"ensemble":[145],"(84":[147],"(c),":[152],"differ":[154],"extent":[157],"which":[159],"follow":[161],"same":[163],"emotional":[164],"arcs,":[165],"particularly":[167],"uniform":[168],"anger":[171],"(mystery)":[172],"fear":[174],"(adventures,":[175],"romance,":[176],"humor,":[177],"science":[178],"fiction).":[179]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
