Notes from M Nickel's ISWC2011 Tutorial

Notes from following Maximilian Nickel's ISWC 2011 Tutorial (http://www.mit.edu/~mnick/) at
[http://www.cip.ifi.lmu.de/~nickel/iswc2012-slides/] .

Following slide 25: http://www.cip.ifi.lmu.de/~nickel/iswc2012-slides/#/25
The Web as a graph: Measurements, models and methods
https://link.springer.com/chapter/10.1007%2F3-540-48686-0_1
The Web as a graph: Measurements, models and methods
Review -by Shilpa Arora

http://www.cs.cmu.edu/~wcohen/10-802/fixed/Kleinberg_et_al%2C_ICCC_1999.html
Authoritative Sources in a Hyperlinked Environment
https://www.cs.cornell.edu/home/kleinber/auth.pdf


Following slide 26 (http://www.cip.ifi.lmu.de/~nickel/iswc2012-slides/#/26):
Singular Value Decomposition (SVD) tutorial
http://web.mit.edu/be.400/www/SVD/Singular_Value_Decomposition.htm

TripleRank: Ranking Semantic Web Data

By Tensor Decomposition

https://userpages.uni-koblenz.de/~staab/Research/Publications/2009/ISWC-triplerank-revised-version.pdf

TripleRank DataSets:

http://west.uni-koblenz.de/de/forschung/datensaetze/triplerank-data-sets


Other links:::
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Let's Play Gephi
http://matthieu-totet.fr/Koumin/2015/09/06/lets-play-gephi-dbpedia-rdf-sparql-and-your-favorite-actors/

There are lots of visualizations in this presentation that might be useful for understanding the visualizations in the 2011 presentation
https://cds.cern.ch/record/2306315

Watching this video (around 17:17) leads to this repository, which may be helpful::
https://github.com/mnick/holographic-embeddings
which references::
http://sameersingh.org/files/papers/logicmf-krr15.pdf
(

On Approximate Reasoning Capabilities of Low-Rank Vector Spaces)

which references

https://github.com/mledoze/countries