Who is the Ringleader? Modelling Influence in Discourse using Doc2Vec

Priyank Vyas,Tony Smith,Philip Feldman,Aaron Dant, Andreea Calude,Panos Patros

2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C)（2021）

引用 1|浏览0

暂无评分

摘要

This paper proposes a process of modelling interpersonal influence in discourse that leverages spatial relationships inherent in term- and document-embedding, while focusing on identifying group leaders. The proposed method transforms speakers' comments from an embedding space, which is speaker-and time-agnostic, to a normalized influence space. Pilot experiments on two group discussions assessed ...

查看译文

关键词

Measurement,Perturbation methods,Conferences,Focusing,Transforms,Stability analysis

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要