[jsword-devel] Bible Maps

Joe Walker jsword-devel@crosswire.org
Fri, 25 Oct 2002 14:07:28 +0100


This is a multi-part message in MIME format.
--------------040206090200070400090606
Content-Type: text/plain; charset=us-ascii; format=flowed
Content-Transfer-Encoding: 7bit


Hi,

Hope you will excuse the png in this email. I've just finished undoing 
the bit-rot on the old Project-B mapper project. The graphic below is a 
computer generated map of the Bible placing similar parts of the Bible 
closer together.



There is a mapper project within JSword that calculated the above by 
taking each verse in the Bible in turn, searching for the text of that 
verse in the rest of the Bible to find what that is similar to. Having 
calculated an array of verse similarities we apply some rules to plot 
them on a 2D map.

If you are interested to know more, give me a shout.

Joe.


--------------040206090200070400090606
Content-Type: multipart/related;
 boundary="------------050502050904000805050500"


--------------050502050904000805050500
Content-Type: text/html; charset=us-ascii
Content-Transfer-Encoding: 7bit

<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html>
<head>
  <title></title>
</head>
<body>
<br>
Hi,<br>
<br>
Hope you will excuse the png in this email. I've just finished undoing
the bit-rot on the old Project-B mapper project. The graphic below is a
computer generated map of the Bible placing similar parts of the Bible
closer together.<br>
<br>
<img src="cid:part1.08030306.08030207@eireneh.com" alt=""><br>
<br>
There is a mapper project within JSword that calculated the above by
taking each verse in the Bible in turn, searching for the text of that
verse in the rest of the Bible to find what that is similar to. Having
calculated an array of verse similarities we apply some rules to plot
them on a 2D map.<br>
<br>
If you are interested to know more, give me a shout.<br>
<br>
Joe.<br>
<br>
</body>
</html>

--------------050502050904000805050500
Content-Type: image/png;
 name="map.png"
Content-Transfer-Encoding: base64
Content-ID: <part1.08030306.08030207@eireneh.com>
Content-Disposition: inline;
 filename="map.png"
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--------------050502050904000805050500--

--------------040206090200070400090606--