Linganisha mbinu

	Uchambuzi wa Mtandao wa Ego unaoelekezwa	Uchanganuzi wa Mtandao wa Ego Wenye Uzito
Nyanja	Uchanganuzi wa Mitandao	Uchanganuzi wa Mitandao
Familia	Machine learning	Machine learning
Mwaka wa asili	1954–2005	1954–2002
Mwanzilishi	Barnes, J. A.; Bott, E.; extended by Everett & Borgatti	Barnes, J. A.; Bott, E.; Marsden, P. V.
Aina	Egocentric network method	Ego-centered network analysis with weighted ties
Chanzo asilia	Everett, M. G., & Borgatti, S. P. (2005). Ego network betweenness. Social Networks, 27(1), 31–38.	Marsden, P. V. (2002). Egocentric and sociocentric measures of network centrality. Social Networks, 24(4), 407–422.
Majina mbadala	directed personal network analysis, asymmetric ego network, directed egocentric network analysis, directed egonet analysis	weighted personal network analysis, ego-centered weighted network analysis, weighted egonet analysis, tie-strength ego network analysis
Zinazohusiana	5	6
Muhtasari	Directed ego network analysis examines the personal network of a focal node — the ego — by distinguishing the direction of each tie: who sends resources, support, or information to the ego, and to whom the ego sends them. This asymmetric perspective reveals role differentiation, dependence, and brokerage that undirected ego networks cannot capture.	Weighted ego network analysis examines the personal network of a focal actor (the ego) and incorporates tie strength — measured as interaction frequency, closeness, or resource exchange — as edge weights. By moving beyond simple presence or absence of a tie, it captures how much each relationship matters and how those varying strengths shape outcomes such as social support, information access, or influence.