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This paper presents the scientific foundation of the ADBIS 2025 tutorial on graph analytics for estimating reciprocity in intellectual communities using property graphs. By integrating Natural Language Processing (NLP), graph analytics, and embeddings, we analyse culturally rich datasets—such as Wikipedia entries and literary corpora from Latin America and Eastern Europe—to uncover epistemic violence, highlight marginalized intellectual contributions, and advance decolonial approaches to information systems.

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Networks of Knowledge: Graph Analytics for Bridging Human and Data Sciences

  • 会议论文

  • 发表日期：

    2026年

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  • Genoveva Vargas-Solar,
  • Alejandra Josiowicz

摘要

This paper presents the scientific foundation of the ADBIS 2025 tutorial on graph analytics for estimating reciprocity in intellectual communities using property graphs. By integrating Natural Language Processing (NLP), graph analytics, and embeddings, we analyse culturally rich datasets—such as Wikipedia entries and literary corpora from Latin America and Eastern Europe—to uncover epistemic violence, highlight marginalized intellectual contributions, and advance decolonial approaches to information systems.