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Posted to user@uima.apache.org by Armando Stellato <st...@info.uniroma2.it> on 2009/01/16 19:19:49 UTC
annotator based on regular expressions over (previous) annotations: state-of-work in UIMA?
Hi all,
>From a few posts, like the one at the following link:
http://osdir.com/ml/apache.uima.general/2008-05/msg00070.html
it seems that there is some interest in seeing such kind of processor in the
UIMA array of available components.
Since we're considering working on developing a new one, but would prefer
not to reinvent the wheel J, I'm asking if there is already someone doing
the same and, in case, get pointers to their work, know if it is available,
if it's still in work-in-progress etc.
Best regards,
Armando Stellato
--------------------------------------------------
Ing. Armando Stellato, PhD
AI Research Group,
Dept. of Computer Science, Systems and Production
University of Roma, Tor Vergata
Via del Politecnico 1 00133 ROMA (ITALY)
tel: +39 06 7259 7330 (office, room A1-14);
+39 06 7259 7332 (lab)
fax: +39 06 7259 7460
e_mail: stellato@info.uniroma2.it
yahoo: stellato75
jabber(gtalk): stellato75@gmail.com <ma...@gmail.com>
skype: odnamar
--------------------------------------------------
R: R: annotator based on regular expressions over (previous) annotations: state-of-work in UIMA?
Posted by Armando Stellato <st...@info.uniroma2.it>.
Many Thanks DJ,
I'll surely go over it. One question: I saw on the FAQ that it is downloadable on a 90-days evaluation period. Is it going to be freely usable and/or open-source or not? In affirmative case, is there any way to go beyond evaluation if the user is satisfied?
Cheers,
Armando
> -----Messaggio originale-----
> Da: D.J. McCloskey [mailto:dj_mccloskey@ie.ibm.com]
> Inviato: sabato 17 gennaio 2009 12.41
> A: uima-user@incubator.apache.org
> Oggetto: Re: R: annotator based on regular expressions over (previous)
> annotations: state-of-work in UIMA?
>
> Hi Armando,
>
> Have you had a look at the LanguageWare technology on alphaWorks?. I
> think
> it might be what you are looking for. Take a look at the technology
> posted
> here (http://www.alphaworks.ibm.com/tech/lrw) on IBM's alphaworks site
> - it
> seems really close to what you are looking for.
>
> What is there is an eclipse based workbench for configuring an
> aggregate
> analyzer i.e. rules and dictionaries which then drive a UIMA pipeline
> consisting of language identification, lexical analysis with linguistic
> normalization, POS Tagging and Finite state transducer based rule
> annotator
> which operates over annotations and features in the CAS.
>
> The UI doesn't expose all the capabilities in the underlying annotators
> but
> I'd be really interested to have your opinions about it.
> Feel free to contact us through the mail address in the FAQ for
> specifics.
>
> Regards,
> -DJ
> -------------------
> D.J McCloskey
> IBM LanguageWare Architect
>
> ... our external website:
> http://www-
> 306.ibm.com/software/globalization/topics/languageware/index.jsp
> ... our Alphaworks: http://www.alphaworks.ibm.com/tech/lrw
> ... our Wikipedia: http://en.wikipedia.org/wiki/Languageware
>
> IBM Ireland Product Distribution Limited registered in Ireland with
> number
> 92815. Registered office: Oldbrook House, 24-32 Pembroke Road,
> Ballsbridge, Dublin 4
>
>
>
> From: "Armando Stellato" <st...@info.uniroma2.it>
>
> To: <ui...@incubator.apache.org>
>
> Date: 17/01/2009 00:18
>
> Subject: R: annotator based on regular expressions over (previous)
> annotations: state-of-work in UIMA?
>
>
>
>
>
>
> Hi Igor,
>
> thanks for the pointer. I've done a brief run under your LREC paper:
>
> http://domino.research.ibm.com/comm/research_projects.nsf/pages/medical
> informatics.pubs.html/$FILE/CFE_sominsky-A4.pdf
>
>
> and a presentation I found on the Web:
>
> http://watchtower.coling.uni-
> jena.de/~coling/uimaws_lrec2008/slides/sominsky_20080531_talk_CFE.pdf
>
>
> At a first glance, it seemed something quite different from what I
> needed.
> FESL is a (I hope not to abuse the term :-) ) trasformator from UIMA
> features. The target may be new UIMA features or other kind of data (as
> for
> the title of the paper and the example of figure 3, which suggests its
> use
> in Machine Learning, by extracting useful info from the existing
> annotations, which can feed a learner). However, I tried to understand
> it
> better, because it could anyway have the power to do what I was looking
> for, which is to apply regular expressions over the content of a
> document,
> with elements of the expressions being not only represented by strings,
> digits etc.. but also by Annotation types. Like (with a very simple
> syntax)
> telling that:
> .* {<PersonTitle> <Name>}
> will extract a new Annotation called Person when matching the
> (previously
> annotated with PersonTitle and Name annotations) string: "Mr John Doe"
> Lastly, I think I found the problem: in the paper you mention Reg Exps
> as
> one of the 5 filters which can be applied to evaluate values (upper
> right
> part of page 3 of the paper), but the overall search mechanism (points
> from
> a) to f) upper LEFT part of page 3) is not based on regular expressions
> nor, I think, has their power (though I will delve into the details of
> point f) with further reading).
>
> On the basis of what I got from the reading, I think it is not what I
> need,
> though it could surely be included as part of it. For example (again
> simple
> syntax):
>
> .* {<Person>} "salary" <Currency>:normalizedvalue > 300000€
>
> To extract instances of RichPerson
>
> If I missed some crucial aspect, please let me know,
>
> Thanks in advance,
>
> Armando Stellato
>
>
> > -----Messaggio originale-----
> > Da: Igor Sominsky [捯mailto:sominsky@gmail.com]
> > Inviato: venerdì 16 gennaio 2009 22.59
> > A: uima-user@incubator.apache.org
> > Oggetto: Re: annotator based on regular expressions over (previous)
> > annotations: state-of-work in UIMA?
> >
> > Armando,
> >
> > In posted version of CFE you can alter the value of an extracted
> feature
> by
> > applying a Java regular expression. The code that is currently under
> > development would allow to combine several values by using Java
> regular
> > expressions or math expressions. The grammar of math expressions
> include
> > capability for using java functions and constants (through
> reflection)
> >
> > I hope that answers your question. Please let me know if you need
> more
> > information
> >
> > Thank
> > Igor
> >
> >
> > ----- Original Message -----
> > From: "Armando Stellato" <st...@info.uniroma2.it>
> > To: "UIMA" <ui...@incubator.apache.org>
> > Sent: Friday, January 16, 2009 1:19 PM
> > Subject: annotator based on regular expressions over (previous)
> annotations:
> > state-of-work in UIMA?
> >
> >
> > > Hi all,
> > >
> > >
> > >
> > > From a few posts, like the one at the following link:
> > >
> > >
> > >
> > > http://osdir.com/ml/apache.uima.general/2008-05/msg00070.html
> > >
> > >
> > >
> > > it seems that there is some interest in seeing such kind of
> processor
> in
> > > the
> > > UIMA array of available components.
> > >
> > >
> > >
> > > Since we're considering working on developing a new one, but would
> prefer
> > > not to reinvent the wheel J, I'm asking if there is already someone
> doing
> > > the same and, in case, get pointers to their work, know if it is
> > > available,
> > > if it's still in work-in-progress etc.
> > >
> > >
> > >
> > > Best regards,
> > >
> > >
> > >
> > > Armando Stellato
> > >
> > >
> > >
> > > --------------------------------------------------
> > >
> > >
> > >
> > > Ing. Armando Stellato, PhD
> > >
> > > AI Research Group,
> > >
> > > Dept. of Computer Science, Systems and Production
> > >
> > > University of Roma, Tor Vergata
> > >
> > > Via del Politecnico 1 00133 ROMA (ITALY)
> > >
> > > tel: +39 06 7259 7330 (office, room A1-14);
> > >
> > > +39 06 7259 7332 (lab)
> > >
> > > fax: +39 06 7259 7460
> > >
> > > e_mail: stellato@info.uniroma2.it
> > >
> > > yahoo: stellato75
> > >
> > > jabber(gtalk): stellato75@gmail.com <ma...@gmail.com>
> > >
> > > skype: odnamar
> > >
> > >
> > >
> > > --------------------------------------------------
> > >
> > >
> > >
> > >
Re: R: annotator based on regular expressions over (previous) annotations: state-of-work
in UIMA?
Posted by "D.J. McCloskey" <dj...@ie.ibm.com>.
Hi Armando,
Have you had a look at the LanguageWare technology on alphaWorks?. I think
it might be what you are looking for. Take a look at the technology posted
here (http://www.alphaworks.ibm.com/tech/lrw) on IBM's alphaworks site - it
seems really close to what you are looking for.
What is there is an eclipse based workbench for configuring an aggregate
analyzer i.e. rules and dictionaries which then drive a UIMA pipeline
consisting of language identification, lexical analysis with linguistic
normalization, POS Tagging and Finite state transducer based rule annotator
which operates over annotations and features in the CAS.
The UI doesn't expose all the capabilities in the underlying annotators but
I'd be really interested to have your opinions about it.
Feel free to contact us through the mail address in the FAQ for specifics.
Regards,
-DJ
-------------------
D.J McCloskey
IBM LanguageWare Architect
... our external website:
http://www-306.ibm.com/software/globalization/topics/languageware/index.jsp
... our Alphaworks: http://www.alphaworks.ibm.com/tech/lrw
... our Wikipedia: http://en.wikipedia.org/wiki/Languageware
IBM Ireland Product Distribution Limited registered in Ireland with number
92815. Registered office: Oldbrook House, 24-32 Pembroke Road,
Ballsbridge, Dublin 4
From: "Armando Stellato" <st...@info.uniroma2.it>
To: <ui...@incubator.apache.org>
Date: 17/01/2009 00:18
Subject: R: annotator based on regular expressions over (previous) annotations: state-of-work in UIMA?
Hi Igor,
thanks for the pointer. I've done a brief run under your LREC paper:
http://domino.research.ibm.com/comm/research_projects.nsf/pages/medicalinformatics.pubs.html/$FILE/CFE_sominsky-A4.pdf
and a presentation I found on the Web:
http://watchtower.coling.uni-jena.de/~coling/uimaws_lrec2008/slides/sominsky_20080531_talk_CFE.pdf
At a first glance, it seemed something quite different from what I needed.
FESL is a (I hope not to abuse the term :-) ) trasformator from UIMA
features. The target may be new UIMA features or other kind of data (as for
the title of the paper and the example of figure 3, which suggests its use
in Machine Learning, by extracting useful info from the existing
annotations, which can feed a learner). However, I tried to understand it
better, because it could anyway have the power to do what I was looking
for, which is to apply regular expressions over the content of a document,
with elements of the expressions being not only represented by strings,
digits etc.. but also by Annotation types. Like (with a very simple syntax)
telling that:
.* {<PersonTitle> <Name>}
will extract a new Annotation called Person when matching the (previously
annotated with PersonTitle and Name annotations) string: "Mr John Doe"
Lastly, I think I found the problem: in the paper you mention Reg Exps as
one of the 5 filters which can be applied to evaluate values (upper right
part of page 3 of the paper), but the overall search mechanism (points from
a) to f) upper LEFT part of page 3) is not based on regular expressions
nor, I think, has their power (though I will delve into the details of
point f) with further reading).
On the basis of what I got from the reading, I think it is not what I need,
though it could surely be included as part of it. For example (again simple
syntax):
.* {<Person>} "salary" <Currency>:normalizedvalue > 300000€
To extract instances of RichPerson
If I missed some crucial aspect, please let me know,
Thanks in advance,
Armando Stellato
> -----Messaggio originale-----
> Da: Igor Sominsky [捯mailto:sominsky@gmail.com]
> Inviato: venerdì 16 gennaio 2009 22.59
> A: uima-user@incubator.apache.org
> Oggetto: Re: annotator based on regular expressions over (previous)
> annotations: state-of-work in UIMA?
>
> Armando,
>
> In posted version of CFE you can alter the value of an extracted feature
by
> applying a Java regular expression. The code that is currently under
> development would allow to combine several values by using Java regular
> expressions or math expressions. The grammar of math expressions include
> capability for using java functions and constants (through reflection)
>
> I hope that answers your question. Please let me know if you need more
> information
>
> Thank
> Igor
>
>
> ----- Original Message -----
> From: "Armando Stellato" <st...@info.uniroma2.it>
> To: "UIMA" <ui...@incubator.apache.org>
> Sent: Friday, January 16, 2009 1:19 PM
> Subject: annotator based on regular expressions over (previous)
annotations:
> state-of-work in UIMA?
>
>
> > Hi all,
> >
> >
> >
> > From a few posts, like the one at the following link:
> >
> >
> >
> > http://osdir.com/ml/apache.uima.general/2008-05/msg00070.html
> >
> >
> >
> > it seems that there is some interest in seeing such kind of processor
in
> > the
> > UIMA array of available components.
> >
> >
> >
> > Since we're considering working on developing a new one, but would
prefer
> > not to reinvent the wheel J, I'm asking if there is already someone
doing
> > the same and, in case, get pointers to their work, know if it is
> > available,
> > if it's still in work-in-progress etc.
> >
> >
> >
> > Best regards,
> >
> >
> >
> > Armando Stellato
> >
> >
> >
> > --------------------------------------------------
> >
> >
> >
> > Ing. Armando Stellato, PhD
> >
> > AI Research Group,
> >
> > Dept. of Computer Science, Systems and Production
> >
> > University of Roma, Tor Vergata
> >
> > Via del Politecnico 1 00133 ROMA (ITALY)
> >
> > tel: +39 06 7259 7330 (office, room A1-14);
> >
> > +39 06 7259 7332 (lab)
> >
> > fax: +39 06 7259 7460
> >
> > e_mail: stellato@info.uniroma2.it
> >
> > yahoo: stellato75
> >
> > jabber(gtalk): stellato75@gmail.com <ma...@gmail.com>
> >
> > skype: odnamar
> >
> >
> >
> > --------------------------------------------------
> >
> >
> >
> >
Re: annotator based on regular expressions over (previous) annotations: state-of-work in UIMA?
Posted by Igor Sominsky <so...@gmail.com>.
Armando,
As now I understand your goals better, you are right on all of the point
that you have made. Only the feature VALUES can be evaluated/transformed
with regular expressions. The overall search criteria must be explicitly
specified using FESL tags. I like the idea of using regexps for the search
very much, just not sure about a complexity level of the implementation,
although I might be completely wrong overestimating it.
Please let me know if you need any other information on CFE or would like to
discuss it
Thanks
Igor
----- Original Message -----
From: "Armando Stellato" <st...@info.uniroma2.it>
To: <ui...@incubator.apache.org>
Sent: Friday, January 16, 2009 7:16 PM
Subject: R: annotator based on regular expressions over (previous)
annotations: state-of-work in UIMA?
Hi Igor,
thanks for the pointer. I've done a brief run under your LREC paper:
http://domino.research.ibm.com/comm/research_projects.nsf/pages/medicalinformatics.pubs.html/$FILE/CFE_sominsky-A4.pdf
and a presentation I found on the Web:
http://watchtower.coling.uni-jena.de/~coling/uimaws_lrec2008/slides/sominsky_20080531_talk_CFE.pdf
At a first glance, it seemed something quite different from what I needed.
FESL is a (I hope not to abuse the term :-) ) trasformator from UIMA
features. The target may be new UIMA features or other kind of data (as for
the title of the paper and the example of figure 3, which suggests its use
in Machine Learning, by extracting useful info from the existing
annotations, which can feed a learner). However, I tried to understand it
better, because it could anyway have the power to do what I was looking for,
which is to apply regular expressions over the content of a document, with
elements of the expressions being not only represented by strings, digits
etc.. but also by Annotation types. Like (with a very simple syntax) telling
that:
.* {<PersonTitle> <Name>}
will extract a new Annotation called Person when matching the (previously
annotated with PersonTitle and Name annotations) string: "Mr John Doe"
Lastly, I think I found the problem: in the paper you mention Reg Exps as
one of the 5 filters which can be applied to evaluate values (upper right
part of page 3 of the paper), but the overall search mechanism (points from
a) to f) upper LEFT part of page 3) is not based on regular expressions nor,
I think, has their power (though I will delve into the details of point f)
with further reading).
On the basis of what I got from the reading, I think it is not what I need,
though it could surely be included as part of it. For example (again simple
syntax):
.* {<Person>} "salary" <Currency>:normalizedvalue > 300000€
To extract instances of RichPerson
If I missed some crucial aspect, please let me know,
Thanks in advance,
Armando Stellato
> -----Messaggio originale-----
> Da: Igor Sominsky [mailto:sominsky@gmail.com]
> Inviato: venerdì 16 gennaio 2009 22.59
> A: uima-user@incubator.apache.org
> Oggetto: Re: annotator based on regular expressions over (previous)
> annotations: state-of-work in UIMA?
>
> Armando,
>
> In posted version of CFE you can alter the value of an extracted feature
> by
> applying a Java regular expression. The code that is currently under
> development would allow to combine several values by using Java regular
> expressions or math expressions. The grammar of math expressions include
> capability for using java functions and constants (through reflection)
>
> I hope that answers your question. Please let me know if you need more
> information
>
> Thank
> Igor
>
>
> ----- Original Message -----
> From: "Armando Stellato" <st...@info.uniroma2.it>
> To: "UIMA" <ui...@incubator.apache.org>
> Sent: Friday, January 16, 2009 1:19 PM
> Subject: annotator based on regular expressions over (previous)
> annotations:
> state-of-work in UIMA?
>
>
> > Hi all,
> >
> >
> >
> > From a few posts, like the one at the following link:
> >
> >
> >
> > http://osdir.com/ml/apache.uima.general/2008-05/msg00070.html
> >
> >
> >
> > it seems that there is some interest in seeing such kind of processor in
> > the
> > UIMA array of available components.
> >
> >
> >
> > Since we're considering working on developing a new one, but would
> > prefer
> > not to reinvent the wheel J, I'm asking if there is already someone
> > doing
> > the same and, in case, get pointers to their work, know if it is
> > available,
> > if it's still in work-in-progress etc.
> >
> >
> >
> > Best regards,
> >
> >
> >
> > Armando Stellato
> >
> >
> >
> > --------------------------------------------------
> >
> >
> >
> > Ing. Armando Stellato, PhD
> >
> > AI Research Group,
> >
> > Dept. of Computer Science, Systems and Production
> >
> > University of Roma, Tor Vergata
> >
> > Via del Politecnico 1 00133 ROMA (ITALY)
> >
> > tel: +39 06 7259 7330 (office, room A1-14);
> >
> > +39 06 7259 7332 (lab)
> >
> > fax: +39 06 7259 7460
> >
> > e_mail: stellato@info.uniroma2.it
> >
> > yahoo: stellato75
> >
> > jabber(gtalk): stellato75@gmail.com <ma...@gmail.com>
> >
> > skype: odnamar
> >
> >
> >
> > --------------------------------------------------
> >
> >
> >
> >
R: annotator based on regular expressions over (previous) annotations: state-of-work in UIMA?
Posted by Armando Stellato <st...@info.uniroma2.it>.
Hi Igor,
thanks for the pointer. I've done a brief run under your LREC paper:
http://domino.research.ibm.com/comm/research_projects.nsf/pages/medicalinformatics.pubs.html/$FILE/CFE_sominsky-A4.pdf
and a presentation I found on the Web:
http://watchtower.coling.uni-jena.de/~coling/uimaws_lrec2008/slides/sominsky_20080531_talk_CFE.pdf
At a first glance, it seemed something quite different from what I needed. FESL is a (I hope not to abuse the term :-) ) trasformator from UIMA features. The target may be new UIMA features or other kind of data (as for the title of the paper and the example of figure 3, which suggests its use in Machine Learning, by extracting useful info from the existing annotations, which can feed a learner). However, I tried to understand it better, because it could anyway have the power to do what I was looking for, which is to apply regular expressions over the content of a document, with elements of the expressions being not only represented by strings, digits etc.. but also by Annotation types. Like (with a very simple syntax) telling that:
.* {<PersonTitle> <Name>}
will extract a new Annotation called Person when matching the (previously annotated with PersonTitle and Name annotations) string: "Mr John Doe"
Lastly, I think I found the problem: in the paper you mention Reg Exps as one of the 5 filters which can be applied to evaluate values (upper right part of page 3 of the paper), but the overall search mechanism (points from a) to f) upper LEFT part of page 3) is not based on regular expressions nor, I think, has their power (though I will delve into the details of point f) with further reading).
On the basis of what I got from the reading, I think it is not what I need, though it could surely be included as part of it. For example (again simple syntax):
.* {<Person>} "salary" <Currency>:normalizedvalue > 300000€
To extract instances of RichPerson
If I missed some crucial aspect, please let me know,
Thanks in advance,
Armando Stellato
> -----Messaggio originale-----
> Da: Igor Sominsky [mailto:sominsky@gmail.com]
> Inviato: venerdì 16 gennaio 2009 22.59
> A: uima-user@incubator.apache.org
> Oggetto: Re: annotator based on regular expressions over (previous)
> annotations: state-of-work in UIMA?
>
> Armando,
>
> In posted version of CFE you can alter the value of an extracted feature by
> applying a Java regular expression. The code that is currently under
> development would allow to combine several values by using Java regular
> expressions or math expressions. The grammar of math expressions include
> capability for using java functions and constants (through reflection)
>
> I hope that answers your question. Please let me know if you need more
> information
>
> Thank
> Igor
>
>
> ----- Original Message -----
> From: "Armando Stellato" <st...@info.uniroma2.it>
> To: "UIMA" <ui...@incubator.apache.org>
> Sent: Friday, January 16, 2009 1:19 PM
> Subject: annotator based on regular expressions over (previous) annotations:
> state-of-work in UIMA?
>
>
> > Hi all,
> >
> >
> >
> > From a few posts, like the one at the following link:
> >
> >
> >
> > http://osdir.com/ml/apache.uima.general/2008-05/msg00070.html
> >
> >
> >
> > it seems that there is some interest in seeing such kind of processor in
> > the
> > UIMA array of available components.
> >
> >
> >
> > Since we're considering working on developing a new one, but would prefer
> > not to reinvent the wheel J, I'm asking if there is already someone doing
> > the same and, in case, get pointers to their work, know if it is
> > available,
> > if it's still in work-in-progress etc.
> >
> >
> >
> > Best regards,
> >
> >
> >
> > Armando Stellato
> >
> >
> >
> > --------------------------------------------------
> >
> >
> >
> > Ing. Armando Stellato, PhD
> >
> > AI Research Group,
> >
> > Dept. of Computer Science, Systems and Production
> >
> > University of Roma, Tor Vergata
> >
> > Via del Politecnico 1 00133 ROMA (ITALY)
> >
> > tel: +39 06 7259 7330 (office, room A1-14);
> >
> > +39 06 7259 7332 (lab)
> >
> > fax: +39 06 7259 7460
> >
> > e_mail: stellato@info.uniroma2.it
> >
> > yahoo: stellato75
> >
> > jabber(gtalk): stellato75@gmail.com <ma...@gmail.com>
> >
> > skype: odnamar
> >
> >
> >
> > --------------------------------------------------
> >
> >
> >
> >
Re: annotator based on regular expressions over (previous) annotations: state-of-work in UIMA?
Posted by Igor Sominsky <so...@gmail.com>.
Armando,
In posted version of CFE you can alter the value of an extracted feature by
applying a Java regular expression. The code that is currently under
development would allow to combine several values by using Java regular
expressions or math expressions. The grammar of math expressions include
capability for using java functions and constants (through reflection)
I hope that answers your question. Please let me know if you need more
information
Thank
Igor
----- Original Message -----
From: "Armando Stellato" <st...@info.uniroma2.it>
To: "UIMA" <ui...@incubator.apache.org>
Sent: Friday, January 16, 2009 1:19 PM
Subject: annotator based on regular expressions over (previous) annotations:
state-of-work in UIMA?
> Hi all,
>
>
>
> From a few posts, like the one at the following link:
>
>
>
> http://osdir.com/ml/apache.uima.general/2008-05/msg00070.html
>
>
>
> it seems that there is some interest in seeing such kind of processor in
> the
> UIMA array of available components.
>
>
>
> Since we're considering working on developing a new one, but would prefer
> not to reinvent the wheel J, I'm asking if there is already someone doing
> the same and, in case, get pointers to their work, know if it is
> available,
> if it's still in work-in-progress etc.
>
>
>
> Best regards,
>
>
>
> Armando Stellato
>
>
>
> --------------------------------------------------
>
>
>
> Ing. Armando Stellato, PhD
>
> AI Research Group,
>
> Dept. of Computer Science, Systems and Production
>
> University of Roma, Tor Vergata
>
> Via del Politecnico 1 00133 ROMA (ITALY)
>
> tel: +39 06 7259 7330 (office, room A1-14);
>
> +39 06 7259 7332 (lab)
>
> fax: +39 06 7259 7460
>
> e_mail: stellato@info.uniroma2.it
>
> yahoo: stellato75
>
> jabber(gtalk): stellato75@gmail.com <ma...@gmail.com>
>
> skype: odnamar
>
>
>
> --------------------------------------------------
>
>
>
>