Title :
Measuring fuzzy domination in fuzzy weighted directed social networks
Author :
Manaktala, Ankita ; Kumar, Yogesh
Author_Institution :
Dept. of Comput. Sci. & Eng., Ambedkar Inst. of Adv. Commun. Technol. & Res., Delhi, India
Abstract :
In social networks, we are viewing the weighted sociogram as having the edge weights which measure the intensity of the relationship with the adjacent nodes. The weights on the arcs are determined by using a web system named Intensity Relationship Analyzer & Presenter. Due to lack of some reliability on the calculated values we use the concept of fuzzy to get the approximate values of the intensity i.e. imprecise edge weights. In this paper we use triangular fuzzy number (TFN) for the imprecise problem of edge weights. Here we use Type-1 fuzzy set to describe “how strong is the relationship between the two adjacent nodes” or “how much node is dependent on other node” by calculating relationship intensity. After calculating the relationship intensity as the edge weights we use a relational power function to represent the relational power of any node in the network. In this paper dominance relations between the nodes are calculated fuzzy edge weights contained in directed sociogram. We use β-measure to calculate fuzzy dominance in weighted directed social network.
Keywords :
directed graphs; fuzzy set theory; network theory (graphs); β-measure; TFN; Web system; directed sociogram; dominance relation; fuzzy dominance; fuzzy domination; fuzzy edge weight; fuzzy weighted directed social network; intensity relationship analyzer & presenter; relational power function; relationship intensity; reliability; triangular fuzzy number; type-1 fuzzy set; weighted sociogram; Automation; Economics; Power measurement; Pragmatics; Reliability; Social network services; Weight measurement; β-measure; Type-1 fuzzy set; digraph; dominance measure; sociogram; triangular fuzzy number (TFN);
Conference_Titel :
Computing, Communication & Automation (ICCCA), 2015 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-8889-1
DOI :
10.1109/CCAA.2015.7148379