Key to hit books discovered, study claims

Academic Yejin Choi says her algorithm can predict 'highly successful literature' with 84% accuracyAuthors, publishers and literary critics struggling to unlock the secrets of successful writing can breathe a sigh of relief, after a computer science professor has announced an algorithm that can tell the difference between a dud and a literary hit.After analysing 800 novels available to download at Project Gutenberg Yejin Choi, an assistant professor at Stony Brook University, claims she can predict literary "success" with 84% accuracy.Choi and her co-authors Vikas Ashok and Song Feng included a wide selection of genres in the study, with titles including fiction, adventures, mysteries, historical fiction, short stories and poetry. The researchers analysed the literary style of the first 1,000 sentences of each book, mapping a measure of "success" on to the number of downloads each title had received. This enabled them to identify "the stylistic elements that are more prominent in successful writings", giving an algorithm that can correctly distinguish "highly successful literature from its less successful counterpart" in up to 84% of cases.Less successful books, they found, contained a higher percentage of verbs, adverbs, and foreign words. "They also rely more on topical words that could be almost cliché," found the academics, "and extreme ('breathless') and negative ('bruised') words."Less successful books also "rely on verbs that are explicitly descriptive of actions... Continue reading at 'The Guardian'

[ The Guardian | 2014-01-10 00:00:00 UTC ]
News tagged with: #extremely successful #real readers #human consciousness

Other Publishing stories related to: 'Key to hit books discovered, study claims'


Key to hit books discovered, study claims

Academic Yejin Choi says her algorithm can predict 'highly successful literature' with 84% accuracyAuthors, publishers and literary critics struggling to unlock the secrets of successful writing can breathe a sigh of relief, after a computer science professor has announced an algorithm that can... Continue reading at The Guardian

[ The Guardian | 2014-01-10 00:00:00 UTC ]
More news stories like this | News stories tagged with: #extremely successful #real readers #human consciousness


Want a best-selling book or hit movie? You need this 1 key ingredient, says research

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7 Book Review Podcasts for Discovering New Books

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iBooks Bestsellers: A Book Editor's Book Hits #1

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SPD Client Presses Race to Claim Books as Ingram Drops a Tight Deadline

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Piracy in Italy: Study Shows Book Industry Losing €705 Million Annually

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‘We didn’t expect this phenomenon to last’: France’s comic-book tradition is hitting new heights

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Judge Blocks Key Provisions of Iowa Book Banning Law

A federal judge has blocked two key portions of an Iowa law that sought to ban books with sexual content from Iowa schools and to bar classroom discussion of gender identity and sexuality for students below the seventh grade. Continue reading at Publishers Weekly

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Book Review: ‘Critical Hits,’ edited by J. Robert Lennon and Carmen Maria Machado

In the anthology “Critical Hits,” gamers like Hanif Abdurraqib, Alexander Chee and Larissa Pham explain what the medium means to them. Continue reading at The New York Times

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Hitting the Books: Voice-controlled AI copilots could lead to safer flights

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Hitting the Books: Meet Richard Arkwright, the world's first tech titan

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Hitting the Books: Meet Richard Akrwright, the world's first tech titan

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Arthur children’s book faces potential Florida ban over claim it ‘damaged souls’

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