Did Shakespeare write his plays? - Natalya St. Clair and Aaron Williams
莎士比亞是否真的寫了他的作品?—娜塔雅·聖克萊爾 (Natalya St. Clair) 及艾倫·威廉斯 (Aaron Williams)
1,013,604 views ・ 2015-02-24
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譯者: Regina Chu
審譯者: Marssi Draw
00:06
"Some are born great,
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「有些人生而偉大」
00:08
some achieve greatness,
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「有些人成就偉大」
00:10
and others have greatness thrust
upon them", quoth William Shakespeare.
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「還有些人則被迫偉大」
莎士比亞如是說
00:15
Or did he?
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他真的說過嗎?
00:17
Some people question whether Shakespeare
really wrote the works that bear his name,
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有些人質疑莎士比亞是否
真的寫了聲稱他所著的劇本
00:21
or whether he even existed at all.
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以及是否真有其人
00:24
They speculate that Shakespeare
was a pseudonym for another writer,
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他們懷疑莎士比亞
是另一位作家的筆名
00:28
or a group of writers.
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或是一群作家的筆名
00:30
Proposed candidates
for the real Shakespeare
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他們提出莎士比亞的本尊候選人
00:32
include other famous playwrights,
politicians and even some prominent women.
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應為其他知名劇作家、政治家
甚至是某些地位顯赫的女性
00:37
Could it be true that the greatest writer
in the English language
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難道這位英語系最偉大的作家
00:41
was as fictional as his plays?
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就像他的作品一樣是虛構的?
00:44
Most Shakespeare scholars
dismiss these theories
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大部分的莎士比亞學者
基於歷史及傳記等證據
都對這些說法嗤之以鼻
00:47
based on historical
and biographical evidence.
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00:51
But there is another way to test
whether Shakespeare's famous lines
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但是還有另外一種方法
能驗證莎士比亞的名句
00:55
were actually written by someone else.
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是否真的出自他人之手
00:58
Linguistics, the study of language,
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研究語言的語言學家
01:00
can tell us a great deal about the way
we speak and write
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可以從檢視語法、文法、語義及字彙
看出我們說話及寫作的習慣
01:04
by examining syntax, grammar,
semantics and vocabulary.
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01:09
And in the late 1800s,
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十九世紀晚期
01:11
a Polish philosopher
named Wincenty Lutosławski
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波蘭哲學家
文森提·魯托斯拉夫斯基
01:15
formalized a method known as stylometry,
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正式提出一種稱為
統計文體學的方法
01:18
applying this knowledge to investigate
questions of literary authorship.
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以此來調查作者認定的爭議
01:23
So how does stylometry work?
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所以統計文體學怎麼用呢?
01:25
The idea is that each writer's style
has certain characteristics
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基本概念就是每一位作家的
寫作風格都具某些特性
01:29
that remain fairly uniform
among individual works.
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這些特性在個別作品中也相當一致
01:33
Examples of characteristics include
average sentence length,
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特性的例子包括平均句長
01:37
the arrangement of words,
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遣詞用字
01:38
and even the number of occurrences
of a particular word.
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甚至某個字出現的次數都是
01:42
Let's look at use of the word thee
and visualize it as a dimension, or axis.
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我們來看「汝」這個字
把它看成一維或一軸
01:47
Each of Shakespeare's works
can be placed on that axis,
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把每部莎士比亞的作品
都放在該軸上
01:50
like a data point, based on the number
of occurrences of that word.
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就像數據點一樣
根據那個字出現的次數來放
01:54
In statistics, the tightness
of these points
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在統計學上
這些點的密集度
01:57
gives us what is known as the variance,
an expected range for our data.
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提供我們所謂的變異數
即我們預期的數據範圍
02:02
But, this is only a single characteristic
in a very high-dimensional space.
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但是,這只是在非常
高維空間內的一種特性
02:07
With a clustering tool
called Principal Component Analysis,
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藉由稱為主成分分析的叢聚工具
02:11
we can reduce the multidimensional space
into simple principal components
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我們能減化多維空間成簡單的主成分
02:16
that collectively measure the variance
in Shakespeare's works.
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集體量測莎士比亞作品中的變異數
02:19
We can then test the works
of our candidates
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然後我們能以此測試候選人的作品
02:22
against those principal components.
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看他們的主成分是否相符
02:24
For example,
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舉例來說
02:26
if enough works of Francis Bacon
fall within the Shakespearean variance,
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如果法蘭西斯·培根有足夠多的作品
落在莎士比亞的變異數中
02:30
that would be pretty strong evidence
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那可能就是蠻強的證據
02:32
that Francis Bacon and Shakespeare
are actually the same person.
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證明法蘭西斯·培根
與莎士比亞其實是同一人
02:37
What did the results show?
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那麼測試的結果是什麼?
02:39
Well, the stylometrists who carried
this out have concluded
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嗯,進行此試驗的文體學家
做出的結論是
02:42
that Shakespeare is none other
than Shakespeare.
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莎士比亞就是莎士比亞
02:46
The Bard is the Bard.
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此吟遊詩人非彼吟遊詩人是也!
02:49
The pretender's works just don't match up
with Shakespeare's signature style.
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冒牌貨的作品跟莎士比亞的
特殊風格就是不符
02:54
However, our intrepid
statisticians did find
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然而,我們大無畏的
統計學家的確發現
02:57
some compelling evidence
of collaborations.
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一些令人信服的合作證據
03:00
For instance, one recent study concluded
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舉個例,最近一項研究推斷
03:03
that Shakespeare worked with playwright
Christopher Marlowe on "Henry VI,"
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莎士比亞與劇作家克里斯多福·馬羅
合作寫出亨利六世
03:08
parts one and two.
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第一及第二部
03:10
Shakespeare's identity is only one of
the many problems stylometry can resolve.
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莎士比亞的身分只是
文體學家能解決的許多問題之一
03:15
It can help us determine
when a work was written,
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這門學問還能幫我們
判定作品的寫作時代
03:18
whether an ancient text is a forgery,
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古代文本是否為贗品
03:21
whether a student has committed plagiarism,
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學生是否抄襲
03:23
or if that email you just received
is of a high priority or spam.
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或你收到的電郵
是最速件還是垃圾信
03:29
And does the timeless poetry
of Shakespeare's lines
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難道這代表著莎士比亞
臺詞中的經典詩句
03:31
just boil down to numbers and statistics?
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能簡化成數字與統計?
03:34
Not quite.
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非也
03:35
Stylometric analysis may reveal what makes
Shakespeare's works structurally distinct,
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文體分析也許能透露出莎士比亞
作品在結構上的不同之處
03:40
but it cannot capture the beauty of
the sentiments and emotions they express,
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但是它不能捕捉字裡行間
所表達的情感與情緒之美
03:45
or why they affect us the way they do.
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或為什麼這些作品能感動我們
03:48
At least, not yet.
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至少目前還不能
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