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Posted to java-user@lucene.apache.org by Donna L Gresh <gr...@us.ibm.com> on 2009/08/07 16:35:10 UTC
Is there a way for me to handle a multiword synonym correctly?
I saw some discussion on the board but I'm not sure I've got quite the
same problem. As an example, I have a query that might be a technical
skill:
SAP EM FIN AM
I would like that to match a document that has *either* SAP.EM.FIN.AM or
"SAP EM FIN AM" (in that order and all together, not spread out through
the document).
The approach I had tried was at index time if I saw SAP.EM.FIN.AM I would
consider "SAP EM FIN AM" a synonym for it, using the Lucene in Action
example. Luke shows me that I have two terms in the index for this
document: SAP.EM.FIN.AM and "SAP EM FIN AM" (one term). Thus it appears
differently in the index than if it had been organically found as just the
string of tokens, in which case there would be separate terms for SAP, EM,
and so on.
At query time if I look for "SAP EM FIN AM" it is formed as a phrase query
with a slop of 0 which does *not* match the one term version "SAP EM FIN
AM". (For that matter a simple boolean query doesn't find it either) Luke
confirms the fact that the phrase query does not find my synonym term. The
query "SAP EM FIN AM" finds *only* documents that originally had those
separated tokens in them.
Is there a way to handle this situation such that at index time I can turn
SAP.EM.FIN.AM into something that will be found with a query for "SAP EM
FIN AM"?
Thanks for any pointers
Donna
Re: Is there a way for me to handle a multiword synonym correctly?
Posted by Matthew Hall <mh...@informatics.jax.org>.
Create a field that is specifically for this type of matches.
What you could then do is at indexing time manipulate your data in such
a way that it can be matched in a punctuation irrelevant way.
So in this field you would convert all non letter characters into
spaces, and reduce all white space instances to single ones (" "
becomes " ") , you could also likely lowercase it at the same time.
Then at search time perform a special search against this field that
does the same thing to the query string. At this point plain old phrase
queries should work for you.
Our corpus contains remarkably obnoxious items in it like: Rara<^tm3.1Ipc>
So we need to be able to do very similar things as you are describing,
the above mentioned technique worked like a charm.
Matt
Donna L Gresh wrote:
> I saw some discussion on the board but I'm not sure I've got quite the
> same problem. As an example, I have a query that might be a technical
> skill:
>
> SAP EM FIN AM
>
> I would like that to match a document that has *either* SAP.EM.FIN.AM or
> "SAP EM FIN AM" (in that order and all together, not spread out through
> the document).
>
> The approach I had tried was at index time if I saw SAP.EM.FIN.AM I would
> consider "SAP EM FIN AM" a synonym for it, using the Lucene in Action
> example. Luke shows me that I have two terms in the index for this
> document: SAP.EM.FIN.AM and "SAP EM FIN AM" (one term). Thus it appears
> differently in the index than if it had been organically found as just the
> string of tokens, in which case there would be separate terms for SAP, EM,
> and so on.
>
> At query time if I look for "SAP EM FIN AM" it is formed as a phrase query
> with a slop of 0 which does *not* match the one term version "SAP EM FIN
> AM". (For that matter a simple boolean query doesn't find it either) Luke
> confirms the fact that the phrase query does not find my synonym term. The
> query "SAP EM FIN AM" finds *only* documents that originally had those
> separated tokens in them.
>
> Is there a way to handle this situation such that at index time I can turn
> SAP.EM.FIN.AM into something that will be found with a query for "SAP EM
> FIN AM"?
>
> Thanks for any pointers
>
> Donna
>
>
--
Matthew Hall
Software Engineer
Mouse Genome Informatics
mhall@informatics.jax.org
(207) 288-6012
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RE: Is there a way for me to handle a multiword synonym correctly?
Posted by Donna L Gresh <gr...@us.ibm.com>.
I have to think about this a bit, but that may work. I just have to make
sure no "undesirable" side effects occur. I certainly want to be able to
search for a phrase and not have it match all the individual bits, but
that should already work using the mechanism I already have in place.
Donna
"Carl Austin" <Ca...@detica.com> wrote on 08/07/2009 10:50:08 AM:
> [image removed]
>
> RE: Is there a way for me to handle a multiword synonym correctly?
>
> Carl Austin
>
> to:
>
> java-user
>
> 08/07/2009 10:50 AM
>
> Please respond to java-user
>
> I may be over simplifying here but in this case don't you just need to
> use an analyzer that breaks the word "SAP.EM.FIN.AM" on full stops and
> throws them out, so that it is indexed as terms "SAP" "EM" "FIN" "AM".
> This is the same as it will index "SAP EM FIN AM" as long as you break
> on whitespace too. I.E SimpleAnalyzer (runs of letter characters are
> tokens)
>
> Then the query for "SAP EM FIN AM" will match both.
>
> Carl
>
>
> -----Original Message-----
> From: Donna L Gresh [mailto:gresh@us.ibm.com]
> Sent: 07 August 2009 15:35
> To: java-user@lucene.apache.org
> Subject: Is there a way for me to handle a multiword synonym correctly?
>
> I saw some discussion on the board but I'm not sure I've got quite the
> same problem. As an example, I have a query that might be a technical
> skill:
>
> SAP EM FIN AM
>
> I would like that to match a document that has *either* SAP.EM.FIN.AM or
> "SAP EM FIN AM" (in that order and all together, not spread out through
> the document).
>
> The approach I had tried was at index time if I saw SAP.EM.FIN.AM I
> would consider "SAP EM FIN AM" a synonym for it, using the Lucene in
> Action example. Luke shows me that I have two terms in the index for
> this
> document: SAP.EM.FIN.AM and "SAP EM FIN AM" (one term). Thus it appears
> differently in the index than if it had been organically found as just
> the string of tokens, in which case there would be separate terms for
> SAP, EM, and so on.
>
> At query time if I look for "SAP EM FIN AM" it is formed as a phrase
> query with a slop of 0 which does *not* match the one term version "SAP
> EM FIN AM". (For that matter a simple boolean query doesn't find it
> either) Luke confirms the fact that the phrase query does not find my
> synonym term. The query "SAP EM FIN AM" finds *only* documents that
> originally had those separated tokens in them.
>
> Is there a way to handle this situation such that at index time I can
> turn SAP.EM.FIN.AM into something that will be found with a query for
> "SAP EM FIN AM"?
>
> Thanks for any pointers
>
> Donna
>
>
>
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