Aleš Žiberna is a
Slovene statistician
A statistician is a person who works with theoretical or applied statistics. The profession exists in both the private and public sectors.
It is common to combine statistical knowledge with expertise in other subjects, and statisticians may wor ...
, whose specialty is
network analysis. His specific research interests include
blockmodeling
Blockmodeling is a set or a coherent framework, that is used for analyzing social structure and also for setting procedure(s) for partitioning (clustering) social network's units ( nodes, vertices, actors), based on specific patterns, which form ...
,
multivariate analysis
Multivariate statistics is a subdivision of statistics encompassing the simultaneous observation and analysis of more than one outcome variable.
Multivariate statistics concerns understanding the different aims and background of each of the dif ...
and
computer intensive methods (e.g.,
computer simulation
Computer simulation is the process of mathematical modelling, performed on a computer, which is designed to predict the behaviour of, or the outcome of, a real-world or physical system. The reliability of some mathematical models can be dete ...
s,
resampling methods).
Currently, he is employed at the
Faculty of Social Sciences of the
University of Ljubljana
The University of Ljubljana ( sl, Univerza v Ljubljani, , la, Universitas Labacensis), often referred to as UL, is the oldest and largest university in Slovenia. It has approximately 39,000 enrolled students.
History Beginnings
Although certain ...
, specifically at the Chair of Social Informatics and Methodology, and Centre for Methodology and Informatics.
Work
In 2007, he proposed a solution to the
generalized valued blockmodeling Generalized blockmodeling of valued networks is an approach of the generalized blockmodeling, dealing with valued networks (e.g., non–binary).
While the generalized blockmodeling signifies a "formal and integrated approach for the study of the u ...
by introducing
homogeneity blockmodeling with the basic idea "that the inconsistency of an empirical block with its ideal block can be measured by within block variability of appropriate values". The newly-formed ideal blocks, which are appropriate for blockmodeling of valued networks, are then presented together with the definitions of their block inconsistencies.
He also (in 2007/08) developed an
implicit blockmodeling
Implicit blockmodeling is an approach in blockmodeling, similar to a valued and homogeneity blockmodeling, where initially an additional normalization is used and then while specifying the parameter of the relevant link is replaced by the block m ...
approach, based on previous work of
Batagelj and
Ferligoj (2000).
In 2014, he proposed a new approach to the
blockmodeling
Blockmodeling is a set or a coherent framework, that is used for analyzing social structure and also for setting procedure(s) for partitioning (clustering) social network's units ( nodes, vertices, actors), based on specific patterns, which form ...
-
blockmodeling linked networks.
Selected bibliography
* ŽIBERNA, Aleš. Generalized blockmodeling of valued networks. Social Networks.
rint ed. Jan. 2007, vol. 29, no. 1, str. 105-126. ISSN 0378-8733.
* ŽIBERNA, Aleš. Blockmodeling of multilevel networks. Social Networks.
rint ed. Oct. 2014, vol. 39, str. 46-61, ilustr. ISSN 0378-8733. DOI: 10.1016/j.socnet.2014.04.002.
OBISS.SI-ID 32697949* ŽIBERNA, Aleš. Generalized blockmodeling of sparse networks. Metodološki zvezki.
iskana izd. 2013, vol. 10, no. 2, str. 99-119, graf. prikazi. ISSN 1854-0023. http://www.stat-d.si/mz/mz10.1/Ziberna2013.pdf.
OBISS.SI-ID 32428893*
MATJAŠIČ, Miha,
CUGMAS, Marjan, ŽIBERNA, Aleš. Blockmodeling : an R package for generalized blockmodeling. Metodološki zvezki.
iskana izd. 2020, vol. 17, no. 2, str. 49-66, ilustr. ISSN 1854-0023.
OBISS.SI-ID 53164547
References
See also
*
Andrej Mrvar
Andrej Mrvar is a Slovenian computer scientist and a professor at the University of Ljubljana. He is known for his work in network analysis, graph drawing, decision making, virtual reality, electronic timing and data processing of sports compet ...
{{DEFAULTSORT:Žiberna, Aleš
Living people
Slovenian social scientists
Academic staff of the University of Ljubljana
Network scientists
Slovenian statisticians
Year of birth missing (living people)