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科学美国人60秒:大数据揭示史上最具影响力电影

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  • This is Scientific American — 60-Second Science. I'm Christopher Intagliata.
  • 这里是科学美国人——60秒科学。我是克里斯托弗·因塔利亚塔。
  • If you go by ticket sales, the most popular film of all time is Gone With the Wind.
  • 如果从票房情况来看,那史上最受欢迎的电影是《乱世佳人》。
  • ("Frankly my dear, I don't give a damn.")
  • (《乱世佳人》片段:“坦白说,亲爱的,我一点儿也不在乎。”)
  • That is adjusting for inflation, by the way.
  • 顺便说一下,这一结果扣除了通货膨胀因素。
  • But a movie's take at the box office is influenced by ad budgets, distribution, reviews—
  • 但电影票房还会受到广告预算、发行和评论的影响,
  • so box office may not be the best measure of a movie's cultural influence.
  • 因此票房也许不是衡量电影文化影响力的最佳标准。
  • To address that question, researchers gave movies the big data treatment—
  • 为了解决这个问题,研究人员对电影进行了大数据处理,
  • by analyzing the complex network of connections between 47,000 movies on the Internet Movie Database, IMDb.
  • 他们分析了互联网电影数据库IMDb上4.7万部电影之间的复杂网络关系。
  • The popular movie site tracks every time a film has been referenced or spoofed, featured or remade:
  • 这个备受欢迎的电影网站对一部电影被提及、恶搞、精选或重拍的次数进行了追踪,
  • all factors that indicate a movie's influence on subsequent films.
  • 这些因素均能表明一部电影对之后电影产生的影响。
  • And by analyzing those connections with a handful of algorithms—including Google's PageRank algorithm—
  • 利用包括谷歌“网页排名”算法在内的少数算法分析电影之间的联系后,
  • the data scientists came up with a new number one: it's another 1939 flick by the same director of Gone With the Wind
  • 数据科学家选出了新的电影冠军:这部电影与《乱世佳人》一样在1939年上映,而且与《乱世佳人》为同一个导演,
  • which has been spoofed more than 300 times, and referenced by nearly 3000 movies:
  • 目前已被模仿过300余次、提及近3000次:
  • The Wizard of Oz.
  • 该电影就是《绿野仙踪》。
  • ("Toto, I have a feeling we're not in Kansas anymore.")
  • (《绿野仙踪》片段:托托,我感觉我们已经不在堪萨斯了。)
  • Dorothy's adventure was followed by the original Star Wars, the original Psycho, King Kong, and 2001: A Space Odyssey.
  • 排在《绿野仙踪》之后的,分别是原版《星球大战》、原版《惊魂记》、《金刚》以及《2001太空漫游》》。
  • The full ranking is in the journal Applied Network Science.
  • 完整排名发表在《应用网络科学》期刊上。
  • The analysis does have limitations:
  • 这种分析确实存在一定的局限性:
  • It favors older films, and the underlying IMDb data has been shown to be biased towards Western movies.
  • 分析方法有利于老电影,而且IMDb的隐含数据显现出对西部电影的偏好。
  • That is, the products of western civilization, not shoot-em-ups.
  • 也就是说,这一结果是西方文明而不是枪战片的产物。
  • As for Rhett Butler and Scarlett O'Hara? They still made the list, but down at number 19.
  • 那白瑞德和斯嘉丽(《乱世佳人》男女主人公)的排名呢?他们仍在榜单上,不过排名跌至19位。
  • ("After all, tomorrow is another day!")
  • (《乱世佳人》片段:“无论如何,明天又是全新的一天!”)
  • For Scientific American — 60-Second Science. I'm Christopher Intagliata.
  • 谢谢大家收听科学美国人——60秒科学。我是克里斯托弗·因塔利亚塔。


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This is Scientific American — 60-Second Science. I'm Christopher Intagliata.
If you go by ticket sales, the most popular film of all time is Gone With the Wind. (GONE WITH THE WIND CLIP: "Frankly my dear, I don't give a damn.") That is adjusting for inflation, by the way.
But a movie's take at the box office is influenced by ad budgets, distribution, reviewsso box office may not be the best measure of a movie's cultural influence. To address that question, researchers gave movies the big data treatmentby analyzing the complex network of connections between 47,000 movies on the Internet Movie Database, IMDb.
The popular movie site tracks every time a film has been referenced or spoofed, featured or remade: all factors that indicate a movie's influence on subsequent films. And by analyzing those connections with a handful of algorithmsincluding Google's PageRank algorithmthe data scientists came up with a new number one: it's another 1939 flick by the same director of Gone With the Wind which has been spoofed more than 300 times, and referenced by nearly 3000 movies:

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The Wizard of Oz. (WIZARD OF OZ CLIP: "Toto, I have a feeling we're not in Kansas anymore.") Dorothys adventure was followed by the original Star Wars, the original Psycho, King Kong, and 2001: A Space Odyssey. The full ranking is in the journal Applied Network Science.
The analysis does have limitations: It favors older films, and the underlying IMDb data has been shown to be biased towards Western movies. That is, the products of western civilization, not shoot-em-ups.
As for Rhett Butler and Scarlett O'Hara? They still made the list, but down at number 19. (GONE WITH THE WIND CLIP: "After all, tomorrow is another day!")
Thanks for listening for Scientific American — 60-Second Science. I'm Christopher Intagliata.

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重点单词   查看全部解释    
director [di'rektə, dai'rektə]

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n. 董事,经理,主管,指导者,导演

 
clip [klip]

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n. 夹子,钳,回形针,弹夹
n. 修剪,(羊

 
address [ə'dres]

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n. 住址,致词,讲话,谈吐,(处理问题的)技巧

 
hasty ['heisti]

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adj. 匆匆的,轻率的,急忙的

 
complex ['kɔmpleks]

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adj. 复杂的,复合的,合成的
n. 复合体

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analysis [ə'næləsis]

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n. 分析,解析

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original [ə'ridʒənl]

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adj. 最初的,原始的,有独创性的,原版的

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inflation [in'fleiʃən]

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n. 膨胀,通货膨胀

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tracks

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n. 轨道(track的复数);磁道;轮胎

 
fingerprint ['fiŋgə.print]

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n. 指纹,特点 vt. 取 ... 的指纹,鉴别特征

 

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