Absent ties in social networks, their treatments, and blockmodeling outcomes

Žnidaršič, Anja (avtor), Doreian, Patrick (avtor), Ferligoj, Anuška (avtor)

An absent tie is one for which we have no information regarding its nature. Absent ties for a network is a set of such ties. This lack of information can be present anywhere in network data and has the potential to compromise the results of all network analytic tools. To assess this impact, we used real networks and based simulations on them by introducing varying amounts of absent ties. They were treated with four treatments of absent ties. Blockmodeling, using structural equivalence, was applied to the known networks and then to every treated network. The results were compared. The amount of absent ties, their treatments, the block structure of a network, and the level of reciprocity all have an effect of the adequacy of the results of blockmodeling. Reconstruction combined with imputation based on modal values was the best overall treatment. However, treatments of absent ties can work for some networks but not others and we recommend treatments of absent ties based on the form of networks.

• Jezik: Angleški jezik
• Ključne besede: socialna omrežja, bločno modeliranje, manjkajoče povezave, social network, blockmodeling, absent ties
• Vrsta gradiva: Delo ni kategorizirano
• Tipologija: 1.01 - Izvirni znanstveni članek
• Organizacija: FDV - Fakulteta za družbene vede
• Leto izida: 2012
• Št. strani: Str. 119-138
• Številčenje: Vol. 9, no. 2
• PID: 20.500.12556/RUL-87945
• UDK: 303
• ISSN pri članku: 1854-0023
• COBISS.SI-ID: 7094291
• Datum objave v RUL: 04.01.2017

Gradivo je del revije

• Naslov: Advances in methodology and statistics
• Skrajšan naslov: Metodol. zv.
• Založnik: Fakulteta za družbene vede
• ISSN: 1854-0023
• COBISS.SI-ID: 215795712

Sekundarni jezik

• Jezik: Neznan jezik
• Ključne besede: social network, blockmodeling, absent ties