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Posted to solr-user@lucene.apache.org by Sohan Kalsariya <so...@gmail.com> on 2014/03/08 10:27:24 UTC
How to apply Semantic Search in Solr
Hello,
I am working on an event listing and promotions website(
http://allevents.in) and I want to apply semantic search on solr.
For example, if someone search :
"Musical Events in New York"
So it would give me results such as :
* Musical Night at ABC place
* Concerts Events
* Classical Music Event
I mean all results should be Semantic to the Search_Query it should not
give the results only based on "tf-idf". So can you please make me
understand how do i proceed to apply Semantic Search in Solr. ( allevents.in)
--
Regards,
*Sohan Kalsariya*
Re: How to apply Semantic Search in Solr
Posted by Jack Krupansky <ja...@basetechnology.com>.
You will need to implement a sematic/text classification/categorization
algorithm and annotate each document with additional fields for the
categories before presenting it to Solr.
For a couple of examples, see:
http://www.slideshare.net/lucenerevolution/text-classification-with-lucenesolr-apache-hadoop-and-libsvm
http://www.slideshare.net/teofili/text-categorization-with-lucene-and-solr
Or google for "text classification" or "text categorization" and "solr".
-- Jack Krupansky
-----Original Message-----
From: Sohan Kalsariya
Sent: Saturday, March 8, 2014 4:27 AM
To: solr-user@lucene.apache.org
Subject: How to apply Semantic Search in Solr
Hello,
I am working on an event listing and promotions website(
http://allevents.in) and I want to apply semantic search on solr.
For example, if someone search :
"Musical Events in New York"
So it would give me results such as :
* Musical Night at ABC place
* Concerts Events
* Classical Music Event
I mean all results should be Semantic to the Search_Query it should not
give the results only based on "tf-idf". So can you please make me
understand how do i proceed to apply Semantic Search in Solr. (
allevents.in)
--
Regards,
*Sohan Kalsariya*
Re: How to apply Semantic Search in Solr
Posted by Sujit Pal <su...@comcast.net>.
Hi Sohan,
Given you have 15 days and this looks like a class project, I would suggest
going with John Berryman's approach - he also provides code which you can
just apply to your data. Even if you don't get the exact expansions you
desire, I think you will get results that will pleasantly surprise you :-).
-sujit
On Mon, Mar 10, 2014 at 11:07 PM, Sohan Kalsariya
<so...@gmail.com>wrote:
> Hey Sujit thanks a lot.
> But what do you think about Berryman blog post ?
> Is it feasible to apply or should i apply the synonym stuff ?
> which one is good?
> And the 3rd approach you told me about, seems like difficult and
> time consuming for students like me as i will have to submit this in next
> 15 Days.
> Please suggest me something.
>
>
> On Tue, Mar 11, 2014 at 5:12 AM, Sujit Pal <su...@comcast.net> wrote:
>
> > Hi Sohan,
> >
> > You would be the best person to answer your question of how to proceed
> :-).
> > From your original query term "musical events in New York" rewriting to
> > "musical nights at ABC place" OR "concerts events" OR "classical music
> > event" you would have to build into your knowledge base that "ABC place"
> is
> > a synonym for "New York", and that "musical event at New York" is a
> synonym
> > for "concerts events" and "classical music event". You can do this using
> > approach #1 (from the Berryman blog post) and the approach #2 (my first
> > suggestion) but these results are not guaranteed - because your corpus
> may
> > not contain this relationship. Approach #3 (my second suggestion)
> involves
> > lots of work and possibly domain knowledge but much cleaner
> relationships.
> > OTOH, you could get away for this one query by adding the three queries
> > into your synonyms.txt and enabling synonym support in Solr.
> >
> > http://stackoverflow.com/questions/18790256/solr-synonym-not-working
> >
> > So how much effort you put into supporting this feature would be dictated
> > by how important it is to your environment - that is a question only you
> > can answer.
> >
> > -sujit
> >
> >
> >
> > On Sun, Mar 9, 2014 at 11:26 PM, Sohan Kalsariya
> > <so...@gmail.com>wrote:
> >
> > > Thanks Sujit and all for your views about semantic search in solr.
> > > But How do i proceed towards, i mean how do i start off the things to
> get
> > > on track ?
> > >
> > >
> > >
> > > On Sat, Mar 8, 2014 at 10:50 PM, Sujit Pal <su...@comcast.net>
> > wrote:
> > >
> > > > Thanks for sharing this link Sohan, its an interesting approach.
> Since
> > > you
> > > > have effectively defined what you mean by Semantic Search, there are
> > > couple
> > > > other approaches I know of to do something like this:
> > > > 1) preprocess your documents looking for terms that co-occur in the
> > same
> > > > document. The more such cooccurrences you find the more strongly
> these
> > > > terms are related (can help with ordering related terms from most
> > related
> > > > to least related). At query time expand the query to include /most/
> > > related
> > > > concepts and search.
> > > > 2) use an external knowledgebase such as a taxonomy that indicates
> > > > relationships between concepts (this is the approach we use). At
> query
> > > time
> > > > expand the query to include related concepts and search.
> > > >
> > > > -sujit
> > > >
> > > > On Sat, Mar 8, 2014 at 8:21 AM, Sohan Kalsariya <
> > > sohankalsariya@gmail.com
> > > > >wrote:
> > > >
> > > > > Basically, when i searched it on Google I got this result :
> > > > >
> > > > >
> > > > >
> > > >
> > >
> >
> http://www.opensourceconnections.com/2013/08/25/semantic-search-with-solr-and-python-numpy/
> > > > >
> > > > > And I am working on this.
> > > > >
> > > > > So is this useful ?
> > > > >
> > > > >
> > > > > On Sat, Mar 8, 2014 at 3:11 PM, Alexandre Rafalovitch <
> > > > arafalov@gmail.com
> > > > > >wrote:
> > > > >
> > > > > > And how would it know to give you those results? Obviously, you
> > have
> > > > > > some sort of magic/algorithm in your mind. Are you doing
> geographic
> > > > > > location match, category match, synonyms match?
> > > > > >
> > > > > > We can't really help with generic questions. You still need to
> > figure
> > > > > > out what "semantic" means for you specifically.
> > > > > >
> > > > > > Regards,
> > > > > > Alex.
> > > > > > Personal website: http://www.outerthoughts.com/
> > > > > > LinkedIn: http://www.linkedin.com/in/alexandrerafalovitch
> > > > > > - Time is the quality of nature that keeps events from happening
> > all
> > > > > > at once. Lately, it doesn't seem to be working. (Anonymous -
> via
> > > GTD
> > > > > > book)
> > > > > >
> > > > > >
> > > > > > On Sat, Mar 8, 2014 at 4:27 PM, Sohan Kalsariya
> > > > > > <so...@gmail.com> wrote:
> > > > > > > Hello,
> > > > > > >
> > > > > > > I am working on an event listing and promotions website(
> > > > > > > http://allevents.in) and I want to apply semantic search on
> > solr.
> > > > > > > For example, if someone search :
> > > > > > >
> > > > > > > "Musical Events in New York"
> > > > > > > So it would give me results such as :
> > > > > > >
> > > > > > > * Musical Night at ABC place
> > > > > > > * Concerts Events
> > > > > > > * Classical Music Event
> > > > > > > I mean all results should be Semantic to the Search_Query it
> > should
> > > > not
> > > > > > > give the results only based on "tf-idf". So can you please make
> > me
> > > > > > > understand how do i proceed to apply Semantic Search in Solr. (
> > > > > > allevents.in)
> > > > > > >
> > > > > > > --
> > > > > > > Regards,
> > > > > > > *Sohan Kalsariya*
> > > > > >
> > > > >
> > > > >
> > > > >
> > > > > --
> > > > > Regards,
> > > > > *Sohan Kalsariya*
> > > > >
> > > >
> > >
> > >
> > >
> > > --
> > > Regards,
> > > *Sohan Kalsariya*
> > >
> >
>
>
>
> --
> Regards,
> *Sohan Kalsariya*
>
Re: How to apply Semantic Search in Solr
Posted by Sohan Kalsariya <so...@gmail.com>.
Hey Sujit thanks a lot.
But what do you think about Berryman blog post ?
Is it feasible to apply or should i apply the synonym stuff ?
which one is good?
And the 3rd approach you told me about, seems like difficult and
time consuming for students like me as i will have to submit this in next
15 Days.
Please suggest me something.
On Tue, Mar 11, 2014 at 5:12 AM, Sujit Pal <su...@comcast.net> wrote:
> Hi Sohan,
>
> You would be the best person to answer your question of how to proceed :-).
> From your original query term "musical events in New York" rewriting to
> "musical nights at ABC place" OR "concerts events" OR "classical music
> event" you would have to build into your knowledge base that "ABC place" is
> a synonym for "New York", and that "musical event at New York" is a synonym
> for "concerts events" and "classical music event". You can do this using
> approach #1 (from the Berryman blog post) and the approach #2 (my first
> suggestion) but these results are not guaranteed - because your corpus may
> not contain this relationship. Approach #3 (my second suggestion) involves
> lots of work and possibly domain knowledge but much cleaner relationships.
> OTOH, you could get away for this one query by adding the three queries
> into your synonyms.txt and enabling synonym support in Solr.
>
> http://stackoverflow.com/questions/18790256/solr-synonym-not-working
>
> So how much effort you put into supporting this feature would be dictated
> by how important it is to your environment - that is a question only you
> can answer.
>
> -sujit
>
>
>
> On Sun, Mar 9, 2014 at 11:26 PM, Sohan Kalsariya
> <so...@gmail.com>wrote:
>
> > Thanks Sujit and all for your views about semantic search in solr.
> > But How do i proceed towards, i mean how do i start off the things to get
> > on track ?
> >
> >
> >
> > On Sat, Mar 8, 2014 at 10:50 PM, Sujit Pal <su...@comcast.net>
> wrote:
> >
> > > Thanks for sharing this link Sohan, its an interesting approach. Since
> > you
> > > have effectively defined what you mean by Semantic Search, there are
> > couple
> > > other approaches I know of to do something like this:
> > > 1) preprocess your documents looking for terms that co-occur in the
> same
> > > document. The more such cooccurrences you find the more strongly these
> > > terms are related (can help with ordering related terms from most
> related
> > > to least related). At query time expand the query to include /most/
> > related
> > > concepts and search.
> > > 2) use an external knowledgebase such as a taxonomy that indicates
> > > relationships between concepts (this is the approach we use). At query
> > time
> > > expand the query to include related concepts and search.
> > >
> > > -sujit
> > >
> > > On Sat, Mar 8, 2014 at 8:21 AM, Sohan Kalsariya <
> > sohankalsariya@gmail.com
> > > >wrote:
> > >
> > > > Basically, when i searched it on Google I got this result :
> > > >
> > > >
> > > >
> > >
> >
> http://www.opensourceconnections.com/2013/08/25/semantic-search-with-solr-and-python-numpy/
> > > >
> > > > And I am working on this.
> > > >
> > > > So is this useful ?
> > > >
> > > >
> > > > On Sat, Mar 8, 2014 at 3:11 PM, Alexandre Rafalovitch <
> > > arafalov@gmail.com
> > > > >wrote:
> > > >
> > > > > And how would it know to give you those results? Obviously, you
> have
> > > > > some sort of magic/algorithm in your mind. Are you doing geographic
> > > > > location match, category match, synonyms match?
> > > > >
> > > > > We can't really help with generic questions. You still need to
> figure
> > > > > out what "semantic" means for you specifically.
> > > > >
> > > > > Regards,
> > > > > Alex.
> > > > > Personal website: http://www.outerthoughts.com/
> > > > > LinkedIn: http://www.linkedin.com/in/alexandrerafalovitch
> > > > > - Time is the quality of nature that keeps events from happening
> all
> > > > > at once. Lately, it doesn't seem to be working. (Anonymous - via
> > GTD
> > > > > book)
> > > > >
> > > > >
> > > > > On Sat, Mar 8, 2014 at 4:27 PM, Sohan Kalsariya
> > > > > <so...@gmail.com> wrote:
> > > > > > Hello,
> > > > > >
> > > > > > I am working on an event listing and promotions website(
> > > > > > http://allevents.in) and I want to apply semantic search on
> solr.
> > > > > > For example, if someone search :
> > > > > >
> > > > > > "Musical Events in New York"
> > > > > > So it would give me results such as :
> > > > > >
> > > > > > * Musical Night at ABC place
> > > > > > * Concerts Events
> > > > > > * Classical Music Event
> > > > > > I mean all results should be Semantic to the Search_Query it
> should
> > > not
> > > > > > give the results only based on "tf-idf". So can you please make
> me
> > > > > > understand how do i proceed to apply Semantic Search in Solr. (
> > > > > allevents.in)
> > > > > >
> > > > > > --
> > > > > > Regards,
> > > > > > *Sohan Kalsariya*
> > > > >
> > > >
> > > >
> > > >
> > > > --
> > > > Regards,
> > > > *Sohan Kalsariya*
> > > >
> > >
> >
> >
> >
> > --
> > Regards,
> > *Sohan Kalsariya*
> >
>
--
Regards,
*Sohan Kalsariya*
Re: How to apply Semantic Search in Solr
Posted by Sujit Pal <su...@comcast.net>.
Hi Sohan,
You would be the best person to answer your question of how to proceed :-).
>From your original query term "musical events in New York" rewriting to
"musical nights at ABC place" OR "concerts events" OR "classical music
event" you would have to build into your knowledge base that "ABC place" is
a synonym for "New York", and that "musical event at New York" is a synonym
for "concerts events" and "classical music event". You can do this using
approach #1 (from the Berryman blog post) and the approach #2 (my first
suggestion) but these results are not guaranteed - because your corpus may
not contain this relationship. Approach #3 (my second suggestion) involves
lots of work and possibly domain knowledge but much cleaner relationships.
OTOH, you could get away for this one query by adding the three queries
into your synonyms.txt and enabling synonym support in Solr.
http://stackoverflow.com/questions/18790256/solr-synonym-not-working
So how much effort you put into supporting this feature would be dictated
by how important it is to your environment - that is a question only you
can answer.
-sujit
On Sun, Mar 9, 2014 at 11:26 PM, Sohan Kalsariya
<so...@gmail.com>wrote:
> Thanks Sujit and all for your views about semantic search in solr.
> But How do i proceed towards, i mean how do i start off the things to get
> on track ?
>
>
>
> On Sat, Mar 8, 2014 at 10:50 PM, Sujit Pal <su...@comcast.net> wrote:
>
> > Thanks for sharing this link Sohan, its an interesting approach. Since
> you
> > have effectively defined what you mean by Semantic Search, there are
> couple
> > other approaches I know of to do something like this:
> > 1) preprocess your documents looking for terms that co-occur in the same
> > document. The more such cooccurrences you find the more strongly these
> > terms are related (can help with ordering related terms from most related
> > to least related). At query time expand the query to include /most/
> related
> > concepts and search.
> > 2) use an external knowledgebase such as a taxonomy that indicates
> > relationships between concepts (this is the approach we use). At query
> time
> > expand the query to include related concepts and search.
> >
> > -sujit
> >
> > On Sat, Mar 8, 2014 at 8:21 AM, Sohan Kalsariya <
> sohankalsariya@gmail.com
> > >wrote:
> >
> > > Basically, when i searched it on Google I got this result :
> > >
> > >
> > >
> >
> http://www.opensourceconnections.com/2013/08/25/semantic-search-with-solr-and-python-numpy/
> > >
> > > And I am working on this.
> > >
> > > So is this useful ?
> > >
> > >
> > > On Sat, Mar 8, 2014 at 3:11 PM, Alexandre Rafalovitch <
> > arafalov@gmail.com
> > > >wrote:
> > >
> > > > And how would it know to give you those results? Obviously, you have
> > > > some sort of magic/algorithm in your mind. Are you doing geographic
> > > > location match, category match, synonyms match?
> > > >
> > > > We can't really help with generic questions. You still need to figure
> > > > out what "semantic" means for you specifically.
> > > >
> > > > Regards,
> > > > Alex.
> > > > Personal website: http://www.outerthoughts.com/
> > > > LinkedIn: http://www.linkedin.com/in/alexandrerafalovitch
> > > > - Time is the quality of nature that keeps events from happening all
> > > > at once. Lately, it doesn't seem to be working. (Anonymous - via
> GTD
> > > > book)
> > > >
> > > >
> > > > On Sat, Mar 8, 2014 at 4:27 PM, Sohan Kalsariya
> > > > <so...@gmail.com> wrote:
> > > > > Hello,
> > > > >
> > > > > I am working on an event listing and promotions website(
> > > > > http://allevents.in) and I want to apply semantic search on solr.
> > > > > For example, if someone search :
> > > > >
> > > > > "Musical Events in New York"
> > > > > So it would give me results such as :
> > > > >
> > > > > * Musical Night at ABC place
> > > > > * Concerts Events
> > > > > * Classical Music Event
> > > > > I mean all results should be Semantic to the Search_Query it should
> > not
> > > > > give the results only based on "tf-idf". So can you please make me
> > > > > understand how do i proceed to apply Semantic Search in Solr. (
> > > > allevents.in)
> > > > >
> > > > > --
> > > > > Regards,
> > > > > *Sohan Kalsariya*
> > > >
> > >
> > >
> > >
> > > --
> > > Regards,
> > > *Sohan Kalsariya*
> > >
> >
>
>
>
> --
> Regards,
> *Sohan Kalsariya*
>
Re: How to apply Semantic Search in Solr
Posted by Sohan Kalsariya <so...@gmail.com>.
Thanks Sujit and all for your views about semantic search in solr.
But How do i proceed towards, i mean how do i start off the things to get
on track ?
On Sat, Mar 8, 2014 at 10:50 PM, Sujit Pal <su...@comcast.net> wrote:
> Thanks for sharing this link Sohan, its an interesting approach. Since you
> have effectively defined what you mean by Semantic Search, there are couple
> other approaches I know of to do something like this:
> 1) preprocess your documents looking for terms that co-occur in the same
> document. The more such cooccurrences you find the more strongly these
> terms are related (can help with ordering related terms from most related
> to least related). At query time expand the query to include /most/ related
> concepts and search.
> 2) use an external knowledgebase such as a taxonomy that indicates
> relationships between concepts (this is the approach we use). At query time
> expand the query to include related concepts and search.
>
> -sujit
>
> On Sat, Mar 8, 2014 at 8:21 AM, Sohan Kalsariya <sohankalsariya@gmail.com
> >wrote:
>
> > Basically, when i searched it on Google I got this result :
> >
> >
> >
> http://www.opensourceconnections.com/2013/08/25/semantic-search-with-solr-and-python-numpy/
> >
> > And I am working on this.
> >
> > So is this useful ?
> >
> >
> > On Sat, Mar 8, 2014 at 3:11 PM, Alexandre Rafalovitch <
> arafalov@gmail.com
> > >wrote:
> >
> > > And how would it know to give you those results? Obviously, you have
> > > some sort of magic/algorithm in your mind. Are you doing geographic
> > > location match, category match, synonyms match?
> > >
> > > We can't really help with generic questions. You still need to figure
> > > out what "semantic" means for you specifically.
> > >
> > > Regards,
> > > Alex.
> > > Personal website: http://www.outerthoughts.com/
> > > LinkedIn: http://www.linkedin.com/in/alexandrerafalovitch
> > > - Time is the quality of nature that keeps events from happening all
> > > at once. Lately, it doesn't seem to be working. (Anonymous - via GTD
> > > book)
> > >
> > >
> > > On Sat, Mar 8, 2014 at 4:27 PM, Sohan Kalsariya
> > > <so...@gmail.com> wrote:
> > > > Hello,
> > > >
> > > > I am working on an event listing and promotions website(
> > > > http://allevents.in) and I want to apply semantic search on solr.
> > > > For example, if someone search :
> > > >
> > > > "Musical Events in New York"
> > > > So it would give me results such as :
> > > >
> > > > * Musical Night at ABC place
> > > > * Concerts Events
> > > > * Classical Music Event
> > > > I mean all results should be Semantic to the Search_Query it should
> not
> > > > give the results only based on "tf-idf". So can you please make me
> > > > understand how do i proceed to apply Semantic Search in Solr. (
> > > allevents.in)
> > > >
> > > > --
> > > > Regards,
> > > > *Sohan Kalsariya*
> > >
> >
> >
> >
> > --
> > Regards,
> > *Sohan Kalsariya*
> >
>
--
Regards,
*Sohan Kalsariya*
Re: How to apply Semantic Search in Solr
Posted by Sujit Pal <su...@comcast.net>.
Thanks for sharing this link Sohan, its an interesting approach. Since you
have effectively defined what you mean by Semantic Search, there are couple
other approaches I know of to do something like this:
1) preprocess your documents looking for terms that co-occur in the same
document. The more such cooccurrences you find the more strongly these
terms are related (can help with ordering related terms from most related
to least related). At query time expand the query to include /most/ related
concepts and search.
2) use an external knowledgebase such as a taxonomy that indicates
relationships between concepts (this is the approach we use). At query time
expand the query to include related concepts and search.
-sujit
On Sat, Mar 8, 2014 at 8:21 AM, Sohan Kalsariya <so...@gmail.com>wrote:
> Basically, when i searched it on Google I got this result :
>
>
> http://www.opensourceconnections.com/2013/08/25/semantic-search-with-solr-and-python-numpy/
>
> And I am working on this.
>
> So is this useful ?
>
>
> On Sat, Mar 8, 2014 at 3:11 PM, Alexandre Rafalovitch <arafalov@gmail.com
> >wrote:
>
> > And how would it know to give you those results? Obviously, you have
> > some sort of magic/algorithm in your mind. Are you doing geographic
> > location match, category match, synonyms match?
> >
> > We can't really help with generic questions. You still need to figure
> > out what "semantic" means for you specifically.
> >
> > Regards,
> > Alex.
> > Personal website: http://www.outerthoughts.com/
> > LinkedIn: http://www.linkedin.com/in/alexandrerafalovitch
> > - Time is the quality of nature that keeps events from happening all
> > at once. Lately, it doesn't seem to be working. (Anonymous - via GTD
> > book)
> >
> >
> > On Sat, Mar 8, 2014 at 4:27 PM, Sohan Kalsariya
> > <so...@gmail.com> wrote:
> > > Hello,
> > >
> > > I am working on an event listing and promotions website(
> > > http://allevents.in) and I want to apply semantic search on solr.
> > > For example, if someone search :
> > >
> > > "Musical Events in New York"
> > > So it would give me results such as :
> > >
> > > * Musical Night at ABC place
> > > * Concerts Events
> > > * Classical Music Event
> > > I mean all results should be Semantic to the Search_Query it should not
> > > give the results only based on "tf-idf". So can you please make me
> > > understand how do i proceed to apply Semantic Search in Solr. (
> > allevents.in)
> > >
> > > --
> > > Regards,
> > > *Sohan Kalsariya*
> >
>
>
>
> --
> Regards,
> *Sohan Kalsariya*
>
Re: How to apply Semantic Search in Solr
Posted by Sohan Kalsariya <so...@gmail.com>.
Basically, when i searched it on Google I got this result :
http://www.opensourceconnections.com/2013/08/25/semantic-search-with-solr-and-python-numpy/
And I am working on this.
So is this useful ?
On Sat, Mar 8, 2014 at 3:11 PM, Alexandre Rafalovitch <ar...@gmail.com>wrote:
> And how would it know to give you those results? Obviously, you have
> some sort of magic/algorithm in your mind. Are you doing geographic
> location match, category match, synonyms match?
>
> We can't really help with generic questions. You still need to figure
> out what "semantic" means for you specifically.
>
> Regards,
> Alex.
> Personal website: http://www.outerthoughts.com/
> LinkedIn: http://www.linkedin.com/in/alexandrerafalovitch
> - Time is the quality of nature that keeps events from happening all
> at once. Lately, it doesn't seem to be working. (Anonymous - via GTD
> book)
>
>
> On Sat, Mar 8, 2014 at 4:27 PM, Sohan Kalsariya
> <so...@gmail.com> wrote:
> > Hello,
> >
> > I am working on an event listing and promotions website(
> > http://allevents.in) and I want to apply semantic search on solr.
> > For example, if someone search :
> >
> > "Musical Events in New York"
> > So it would give me results such as :
> >
> > * Musical Night at ABC place
> > * Concerts Events
> > * Classical Music Event
> > I mean all results should be Semantic to the Search_Query it should not
> > give the results only based on "tf-idf". So can you please make me
> > understand how do i proceed to apply Semantic Search in Solr. (
> allevents.in)
> >
> > --
> > Regards,
> > *Sohan Kalsariya*
>
--
Regards,
*Sohan Kalsariya*
Re: How to apply Semantic Search in Solr
Posted by Alexandre Rafalovitch <ar...@gmail.com>.
And how would it know to give you those results? Obviously, you have
some sort of magic/algorithm in your mind. Are you doing geographic
location match, category match, synonyms match?
We can't really help with generic questions. You still need to figure
out what "semantic" means for you specifically.
Regards,
Alex.
Personal website: http://www.outerthoughts.com/
LinkedIn: http://www.linkedin.com/in/alexandrerafalovitch
- Time is the quality of nature that keeps events from happening all
at once. Lately, it doesn't seem to be working. (Anonymous - via GTD
book)
On Sat, Mar 8, 2014 at 4:27 PM, Sohan Kalsariya
<so...@gmail.com> wrote:
> Hello,
>
> I am working on an event listing and promotions website(
> http://allevents.in) and I want to apply semantic search on solr.
> For example, if someone search :
>
> "Musical Events in New York"
> So it would give me results such as :
>
> * Musical Night at ABC place
> * Concerts Events
> * Classical Music Event
> I mean all results should be Semantic to the Search_Query it should not
> give the results only based on "tf-idf". So can you please make me
> understand how do i proceed to apply Semantic Search in Solr. ( allevents.in)
>
> --
> Regards,
> *Sohan Kalsariya*