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Social Media Network Analysis×Network Text Analysis×
분야CommunicationCommunication
계열Process / pipelineProcess / pipeline
기원 연도20172002
창시자Social network analysis tradition (Wasserman & Faust); Himelboim et al. for platform typologiesCorman et al. (centering resonance analysis); network text tradition
유형Structural analysis of relationships among social-media actorsRepresentation and analysis of text as networks of linked concepts
원전Himelboim, I., Smith, M. A., Rainie, L., Shneiderman, B., & Espina, C. (2017). Classifying Twitter topic-networks using social network analysis. Social Media + Society, 3(1), 1–13. DOI ↗Corman, S. R., Kuhn, T., McPhee, R. D., & Dooley, K. J. (2002). Studying complex discursive systems: Centering resonance analysis of communication. Human Communication Research, 28(2), 157–206. DOI ↗
별칭Social media SNA, Online interaction network analysis, Platform conversation network analysis, Sosyal Medya Ağ AnaliziText network analysis, Centering resonance analysis, Concept network analysis, Ağ Tabanlı Metin Analizi
관련44
요약Social media network analysis applies social-network methods to the relationships among accounts on platforms — who follows, mentions, replies to, retweets, or shares whom — to reveal the structure of online conversation. By representing interactions as a graph and computing measures of centrality and community, it identifies influential actors, cohesive clusters, and the overall shape of public discourse around a topic.Network text analysis represents the content of text not as counts of words or topics but as a network of concepts linked by their relationships, then applies social-network methods to reveal which ideas are central and how they connect. Centering resonance analysis (CRA), introduced by Corman and colleagues in 2002, is a leading variant that builds concept networks from the noun phrases that structure discourse.
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