Dr. Aleš Žiberna | |
|---|---|
| Nationality | Slovenian |
| Citizenship | Slovenia |
| Alma mater | University of Ljubljana |
| Scientific career | |
| Fields | Social network analysis |
| Institutions | University of Ljubljana |
| Thesis | Generalized blockmodeling of valued networks = (Posplošeno bločno modeliranje omrežij z vrednostmi na povezavah) (2007) |
| Doctoral advisor | Anuška Ferligoj |
| Website | FDV |
Aleš Žiberna is a Slovene statistician, whose specialty is network analysis. His specific research interests include blockmodeling, multivariate analysis and computer intensive methods (e.g., computer simulations, resampling methods).[1]
Currently, he is employed at the Faculty of Social Sciences of the University of Ljubljana, specifically at the Chair of Social Informatics and Methodology,[2] and Centre for Methodology and Informatics.[3]
Work
In 2007, he proposed a solution to the generalized valued blockmodeling 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.[4]
He also (in 2007/08) developed an implicit blockmodeling approach, based on previous work of Batagelj and Ferligoj (2000).[5]: 16–17 [6][7]
In 2014, he proposed a new approach to the blockmodeling - blockmodeling linked networks.[8][9]
Selected bibliography
- ŽIBERNA, Aleš. Generalized blockmodeling of valued networks. Social Networks. [Print ed.]. Jan. 2007, vol. 29, no. 1, str. 105-126. ISSN 0378-8733.
- ŽIBERNA, Aleš. Blockmodeling of multilevel networks. Social Networks. [Print ed.]. Oct. 2014, vol. 39, str. 46-61, ilustr. ISSN 0378-8733. DOI: 10.1016/j.socnet.2014.04.002. [COBISS.SI-ID 32697949]
- ŽIBERNA, Aleš. Generalized blockmodeling of sparse networks. Metodološki zvezki. [Tiskana izd.]. 2013, vol. 10, no. 2, str. 99-119, graf. prikazi. ISSN 1854-0023. http://www.stat-d.si/mz/mz10.1/Ziberna2013.pdf. [COBISS.SI-ID 32428893]
- MATJAŠIČ, Miha, CUGMAS, Marjan, ŽIBERNA, Aleš. Blockmodeling : an R package for generalized blockmodeling. Metodološki zvezki. [Tiskana izd.]. 2020, vol. 17, no. 2, str. 49-66, ilustr. ISSN 1854-0023. [COBISS.SI-ID 53164547]
References
- ↑ FDV.uni-lj.si - Dr. Aleš Žiberna
- ↑ FDV.uni-lj.si - Chair of Social Informatics and Methodology
- ↑ FDV.uni-lj.si - Centre for Methodology and Informatics
- ↑ Žiberna, Aleš (2007). "Generalized Blockmodeling of Valued Networks". Social Networks. 29: 105–126. arXiv:1312.0646. doi:10.1016/j.socnet.2006.04.002. S2CID 204937418.
- ↑ Batagelj, Vladimir; Ferligoj, Anuška (2000). "Clustering relational data". In Gaul, W.; Opitz, O.; Schader, M. (eds.). Data Analysis. Springer Verlag. pp. 3–15.
- ↑ Aleš Žiberna, Generalized blockmodeling of valued networks (pospološeno bločno modeliranje omrežij z vrednostmi na povezavah: doktorska disertacija. Ljubljana: Univerza v Ljubljani, Fakulteta za družbene vede, 2007. URL: http://www2.arnes.si/~aziber4/blockmodeling/Dissertation-final-corrected.pdf.
- ↑ Žiberna, Aleš (2008). "Direct and indirect approaches to blockmodeling of valued networks in terms of regular equivalence". Journal of Mathematical Sociology. 32: 57–84. doi:10.1080/00222500701790207. S2CID 6710350.
- ↑ Žiberna, Aleš (2014). "Blockmodeling of multilevel networks". Social Networks. 39: 46–61. arXiv:1405.5978. doi:10.1016/j.socnet.2014.04.002. S2CID 7171964.
- ↑ Žiberna, Aleš (2020). "k-means-based algorithm for blockmodeling linked networks". Social Networks. 61: 153–169. doi:10.1016/j.socnet.2019.10.006. S2CID 211264534.