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VMs: VMS Word context similarities



I wrote a crude program which given a large input 
text tries to identify groups of words which occur in 
a similar context.

When I ran it on a bible it suggested the following 
word groupings:

(a,the,and,of,to,in)
(were,be,was,is,are)
(had,have,has)
(his,their,my,your,the)
(he,i,they,who,you,him,them)
(shall,will)
(yahweh,god)

...along with some very large groups, i.e. one group 
for nouns, one for verbs, another for adjectives, etc.

I found this quite encouraging, so then using the same
parameters I ran it on the VMS and here is what I got: 

(ar,or)
(kor,sor,okor)
(otchol,tchey)
(ol,chol,chedy,shedy,qokeey,qokeedy,qokedy)
(dar,qokaiin,okaiin,qokai!n,okal,qokar,saiin,otar)
(qokain,otai!n)
(r,l,sol)
(tar,ykar)
(shecthy,olchedy)
(ched,lkar) 

...but no large groups.

Marke

 
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