Linganisha mbinu

	Uchanganuzi wa Usanifu-Ushirikishi kwa Msaada wa bibliometrix	Uchambuzi wa Manukuu Shirikishi Unaosaidiwa na VOSviewer
Nyanja	Saintometriki	Saintometriki
Familia	Process / pipeline	Process / pipeline
Mwaka wa asili	2017 (bibliometrix implementation); 1973 (co-citation concept)	1973 (co-citation); VOSviewer workflow from ~2010
Mwanzilishi	Co-citation: Henry Small (1973); bibliometrix package: Massimo Aria & Corrado Cuccurullo (2017)	Henry Small (co-citation, 1973); Nees Jan van Eck & Ludo Waltman (VOSviewer, 2010)
Aina	Computational scientometric pipeline	Bibliometric network analysis
Chanzo asilia	Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975.	Small, H. (1973). Co-citation in the scientific literature: A new measure of the relationship between two documents. Journal of the American Society for Information Science, 24(4), 265–269.
Majina mbadala	R bibliometrix co-citation, bibliometrix CCA, co-citation network analysis with bibliometrix, bibliometrix cocitation mapping	VOSviewer co-citation mapping, bibliometric co-citation visualization, co-citation network analysis with VOSviewer, CCA-VOSviewer
Zinazohusiana	6	6
Muhtasari	bibliometrix-assisted co-citation analysis combines Henry Small's co-citation measure with the open-source R package bibliometrix to map the intellectual structure of a research field. When two documents are frequently cited together by third papers, they are considered intellectually linked; the bibliometrix package automates construction of the co-citation matrix, similarity normalization, community detection, and network visualization, turning raw bibliographic exports into interpretable science maps.	VOSviewer-assisted co-citation analysis combines Henry Small's co-citation measure — counting how often two documents are jointly cited by later work — with VOSviewer's automated network construction and visual mapping capabilities. The result is a spatial map of the intellectual base of a research field, where documents that share many citing contexts cluster together, revealing foundational schools of thought and their relationships.