Hello everybody,

first off I'd like to introduce myself . I'm Robert, a current Masters
student at the Mannheim University. I'm studying Business Informatics  
and pursuing
the Data and Web Science Specialization Track. One of my major  
interests lies in
Data Mining and I constantly complement my studies with Data Mining  
related online
courses (MOOCs) during my free time. Alongside my studies I'm also  
employed as a
student researcher at the Data and Web Science research group [1] under the
supervision of Prof. Bizer. You will find many professors mentioned in  
many of the
papers you suggest as a starting point. A major part of the research  
is particularly
dedicated at Open Linked Data, hence the education is close-knit with examples
and from research projects.

Furthermore, during one of my previous internships I have been involed  
in building
an Active Learning system for Named Entity Recognition which has also  
enhanced my
experience within this field. The first time I got in touch with NLP  
and Machine Learning
was during my Bachelor Thesis that concerned with the classification  
of Scientific Papers.

Now coming to the GSoC project:

My first priority would be to work on "5.7. Reverse Engineering and  
Aligning Freebase
with DBpedia." I have a working knowledge of Sparql and the Freebase  
MQL query language
if needed. During my prior semester I have used DBPedia and Freebase  
to perform web
data integration in a closed domain. So I'm aware of schema  
integration and schema matching
procedures, which I think qualifies me along with my programming  
experience fairly well.
After digging into the proposal of the project there are some  
uncertainties that aroused.
In the descriptin you mention the introduction of new properties and  
classes if needed.
Your first reference [2] concerns mainly with the reduction/fusion of  
closely related
or equivalent properties.

- Can you give me an intuition of a situation where a need for a new class or
property would arise?

- Can you also please give an example of tools that are based on  
freebase and that
should be easily migrated to DBpedia?

- Speaking of the current approaches of mapping classes and  
properties, is there any
work currently going on that deal with hierarchies of subjects and objects?

- Related to [2], do S1 and O1 represent actual subjects and objects  
or rdf:type classes
of S1 and O1? I think one problem could (at least partially) solve the  
other, namely
using a trustful class mapping could assist in working out equivalent  
property mappings
and vice versa.

I would be available full-time during the time period of GSoC and it comes
naturally for me that I get myself into the latest research prior the start
of the GSoC period.

- Can you please advise me what would be the next step?

- The project mentioned above is only one of my interests given your  
proposals. Do I
have to elaborate my interest to my second and third priority in a  
similar way?

Best regads

Robert

[1] http://dws.informatik.uni-mannheim.de/en/home/
[2] http://wiki.knoesis.org/index.php/Property_Alignment


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