{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T19:23:46Z","timestamp":1778786626789,"version":"3.51.4"},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2016,11,4]],"date-time":"2016-11-04T00:00:00Z","timestamp":1478217600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2016,11,4]],"date-time":"2016-11-04T00:00:00Z","timestamp":1478217600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["1447634"],"award-info":[{"award-number":["1447634"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["EPJ Data Sci."],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1140\/epjds\/s13688-016-0093-1","type":"journal-article","created":{"date-parts":[[2016,11,4]],"date-time":"2016-11-04T12:42:13Z","timestamp":1478263333000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":246,"title":["The emotional arcs of stories are dominated by six basic shapes"],"prefix":"10.1140","volume":"5","author":[{"given":"Andrew J","family":"Reagan","sequence":"first","affiliation":[]},{"given":"Lewis","family":"Mitchell","sequence":"additional","affiliation":[]},{"given":"Dilan","family":"Kiley","sequence":"additional","affiliation":[]},{"given":"Christopher M","family":"Danforth","sequence":"additional","affiliation":[]},{"given":"Peter Sheridan","family":"Dodds","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,11,4]]},"reference":[{"key":"93_CR1","volume-title":"The science of Discworld II: the globe","author":"T Pratchett","year":"2003","unstructured":"Pratchett T, Stewart I, Cohen J (2003) The science of Discworld II: the globe. Ebury Press, London"},{"key":"93_CR2","volume-title":"The hero with a thousand faces","author":"J Campbell","year":"2008","unstructured":"Campbell J (2008) The hero with a thousand faces, 3rd edn. New World Library, Novato","edition":"3"},{"key":"93_CR3","volume-title":"The storytelling animal: how stories make us human","author":"J Gottschall","year":"2013","unstructured":"Gottschall J (2013) The storytelling animal: how stories make us human. Mariner Books, New York"},{"key":"93_CR4","unstructured":"Cave S (2013) The 4 stories we tell ourselves about death. http:\/\/www.ted.com\/talks\/stephen_cave_the_4_stories_we_tell_ourselves_about_death"},{"key":"93_CR5","unstructured":"Dodds PS (2013) Homo narrativus and the trouble with fame. Nautilus magazine. http:\/\/nautil.us\/issue\/5\/fame\/homo-narrativus-and-the-trouble-with-fame"},{"key":"93_CR6","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1037\/1089-2680.2.2.175","volume":"2","author":"RS Nickerson","year":"1998","unstructured":"Nickerson RS (1998) Confirmation bias: a ubiquitous phenomenon in many guises. Rev Gen Psychol 2:175-220","journal-title":"Rev Gen Psychol"},{"key":"93_CR7","volume-title":"The information: a history, a theory, a flood","author":"J Gleick","year":"2011","unstructured":"Gleick J (2011) The information: a history, a theory, a flood. Pantheon, New York"},{"key":"93_CR8","doi-asserted-by":"crossref","DOI":"10.7560\/783911","volume-title":"Morphology of the folktale (1928)","author":"V Propp","year":"1968","unstructured":"Propp V (1968) Morphology of the folktale (1928). University of Texas Press, Austin"},{"key":"93_CR9","volume-title":"Storytellers sourcebook: a subject, title, and motif index to folklore collections for children","author":"MR MacDonald","year":"1982","unstructured":"MacDonald MR (1982) Storytellers sourcebook: a subject, title, and motif index to folklore collections for children. Gale Group, Farmington Hills"},{"issue":"1","key":"93_CR10","doi-asserted-by":"publisher","DOI":"10.1098\/rsos.150645","volume":"3","author":"SG da Silva","year":"2016","unstructured":"da Silva SG, Tehrani JJ (2016) Comparative phylogenetic analyses uncover the ancient roots of Indo-European folktales. R Soc Open Sci 3(1):150645. doi: 10.1098\/rsos.150645 . http:\/\/rsos.royalsocietypublishing.org\/content\/3\/1\/150645.full.pdf","journal-title":"R Soc Open Sci"},{"key":"93_CR11","volume-title":"Proceedings of HCI Korea","author":"S Min","year":"2016","unstructured":"Min S, Park J (2016) Narrative as a complex network: a study of Victor Hugo\u2019s Les Mis\u00e9rables. In: Proceedings of HCI Korea"},{"key":"93_CR12","unstructured":"Jockers M (2014) A novel method for detecting plot. http:\/\/www.matthewjockers.net\/2014\/06\/05\/a-novel-method-for-detecting-plot\/"},{"key":"93_CR13","first-page":"195","volume":"34","author":"A Dundes","year":"1997","unstructured":"Dundes A (1997) The motif-index and the tale type index: a critique. J Folklore Res 34:195-202","journal-title":"J Folklore Res"},{"key":"93_CR14","volume-title":"Literary folkloristics and the personal narrative","author":"SK Dolby","year":"2008","unstructured":"Dolby SK (2008) Literary folkloristics and the personal narrative. Trickster Press, Bloomington"},{"key":"93_CR15","series-title":"FF communications","volume-title":"The types of international folktales. A classification and bibliography. Based on the system of Antti Aarne and Stith Thompson. Part I. Animal tales, tales of magic, religious tales, and realistic tales, with an introduction","author":"H-J Uther","year":"2011","unstructured":"Uther H-J (2011) The types of international folktales. A classification and bibliography. Based on the system of Antti Aarne and Stith Thompson. Part I. Animal tales, tales of magic, religious tales, and realistic tales, with an introduction. FF communications, vol\u00a0284. Finnish Academy of Science and Letters, Helsinki"},{"key":"93_CR16","volume-title":"The national science foundation symposium on next generation of data mining and cyber-enabled discovery for innovation","author":"MG Kirschenbaum","year":"2007","unstructured":"Kirschenbaum MG (2007) The remaking of reading: data mining and the digital humanities. In: The national science foundation symposium on next generation of data mining and cyber-enabled discovery for innovation, Maryland"},{"key":"93_CR17","volume-title":"Distant reading","author":"F Moretti","year":"2013","unstructured":"Moretti F (2013) Distant reading. Verso, New York"},{"key":"93_CR18","volume-title":"Palm sunday","author":"K Vonnegut","year":"1981","unstructured":"Vonnegut K (1981) Palm sunday. RosettaBooks LLC, New York"},{"key":"93_CR19","unstructured":"Vonnegut K (1995) Shapes of stories. https:\/\/www.youtube.com\/watch?v=oP3c1h8v2ZQ"},{"key":"93_CR20","unstructured":"Reagan A, Tivnan B, Williams JR, Danforth CM, Dodds PS (2015) Benchmarking sentiment analysis methods for large-scale texts: a case for using continuum-scored words and word shift graphs. arXiv:1512.00531"},{"issue":"1","key":"93_CR21","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-016-0085-1","volume":"5","author":"FN Ribeiro","year":"2016","unstructured":"Ribeiro FN, Ara\u00fajo M, Gon\u00e7alves P, Gon\u00e7alves MA, Benevenuto F (2016) SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods. EPJ Data Sci 5(1):23. doi: 10.1140\/epjds\/s13688-016-0085-1","journal-title":"EPJ Data Sci"},{"issue":"12","key":"93_CR22","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0026752","volume":"6","author":"PS Dodds","year":"2011","unstructured":"Dodds PS, Harris KD, Kloumann IM, Bliss CA, Danforth CM (2011) Temporal patterns of happiness and information in a global social network: hedonometrics and Twitter PLoS ONE 6(12):e26752. doi: 10.1371\/journal.pone.0026752","journal-title":"PLoS ONE"},{"key":"93_CR23","unstructured":"Tenenbaum DJ, Barrett K, Medaris SV, Devitt T (2015) In 10 languages, happy words beat sad ones. http:\/\/whyfiles.org\/2015\/in-10-languages-happy-words-beat-sad-ones\/"},{"key":"93_CR24","volume-title":"The seven basic plots: why we tell stories","author":"C Booker","year":"2006","unstructured":"Booker C (2006) The seven basic plots: why we tell stories. Bloomsbury Academic, New York"},{"key":"93_CR25","unstructured":"Various (2010) Project Gutenberg. http:\/\/gutenberg.org"},{"issue":"301","key":"93_CR26","doi-asserted-by":"publisher","first-page":"236","DOI":"10.1080\/01621459.1963.10500845","volume":"58","author":"JH Ward Jr","year":"1963","unstructured":"Ward JH Jr (1963) Hierarchical grouping to optimize an objective function. J Am Stat Assoc 58(301):236-244","journal-title":"J Am Stat Assoc"},{"issue":"9","key":"93_CR27","doi-asserted-by":"publisher","first-page":"1464","DOI":"10.1109\/5.58325","volume":"78","author":"T Kohonen","year":"1990","unstructured":"Kohonen T (1990) The self-organizing map. Proc IEEE 78(9):1464-1480","journal-title":"Proc IEEE"},{"issue":"8","key":"93_CR28","doi-asserted-by":"publisher","first-page":"2389","DOI":"10.1073\/pnas.1411678112","volume":"112","author":"PS Dodds","year":"2015","unstructured":"Dodds PS, Clark EM, Desu S, Frank MR, Reagan AJ, Williams JR, Mitchell L, Harris KD, Kloumann IM, Bagrow JP, Megerdoomian K, McMahon MT, Tivnan BF, Danforth CM (2015) Human language reveals a universal positivity bias. Proc Natl Acad Sci USA 112(8):2389-2394","journal-title":"Proc Natl Acad Sci USA"},{"key":"93_CR29","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/0377-0427(87)90125-7","volume":"20","author":"PJ Rousseeuw","year":"1987","unstructured":"Rousseeuw PJ (1987) Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J Comput Appl Math 20:53-65","journal-title":"J Comput Appl Math"},{"key":"93_CR30","volume-title":"Proceedings of the twenty-seventh AAAI conference on artificial intelligence","author":"B Li","year":"2013","unstructured":"Li B, Lee-Urban S, Johnston G, Riedl M (2013) Story generation with crowdsourced plot graphs. In: Proceedings of the twenty-seventh AAAI conference on artificial intelligence"},{"key":"93_CR31","first-page":"4","volume-title":"AAAI fall symposium: computational models of narrative","author":"FJ Bex","year":"2010","unstructured":"Bex FJ, Bench-Capon TJ (2010) Persuasive stories for multi-agent argumentation. In: AAAI fall symposium: computational models of narrative, vol\u00a010, p\u00a04"},{"key":"93_CR32","unstructured":"Riedl MO, Harrison B (2015) Using stories to teach human values to artificial agents"},{"key":"93_CR33","doi-asserted-by":"crossref","unstructured":"Bost X, Labatut V, Linar\u00e8s G (2016) Narrative smoothing: dynamic conversational network for the analysis of TV series plots. arXiv:1602.07811","DOI":"10.1109\/ASONAM.2016.7752379"},{"key":"93_CR34","doi-asserted-by":"crossref","unstructured":"Prado SD, Dahmen SR, Bazzan ALC, Carron PM, Kenna R (2016) Temporal network analysis of literary texts. arXiv:1602.07275","DOI":"10.1142\/S0219525916500053"},{"key":"93_CR35","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1007\/978-1-4614-3223-4_3","volume-title":"Mining text data","author":"A Nenkova","year":"2012","unstructured":"Nenkova A, McKeown K (2012) A survey of text summarization techniques. In: Mining text data. Springer, Berlin, pp\u00a043-76"},{"key":"93_CR36","unstructured":"Winston PH (2011) The strong story hypothesis and the directed perception hypothesis"},{"key":"93_CR37","unstructured":"Munroe R (2009) Movie narrative charts. http:\/\/xkcd.com\/657\/"}],"container-title":["EPJ Data Science"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1140\/epjds\/s13688-016-0093-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1140\/epjds\/s13688-016-0093-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1140\/epjds\/s13688-016-0093-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,12]],"date-time":"2022-07-12T11:33:58Z","timestamp":1657625638000},"score":1,"resource":{"primary":{"URL":"https:\/\/epjdatascience.springeropen.com\/articles\/10.1140\/epjds\/s13688-016-0093-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,11,4]]},"references-count":37,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2016,12]]}},"alternative-id":["93"],"URL":"https:\/\/doi.org\/10.1140\/epjds\/s13688-016-0093-1","relation":{},"ISSN":["2193-1127"],"issn-type":[{"value":"2193-1127","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,11,4]]},"assertion":[{"value":"2 July 2016","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 October 2016","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 November 2016","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"31"}}