arXiv:2410.20909cs.IRcs.DL2024-10

为历史文献平台设计推荐系统,需解决三重挑战。

Challenges in Implementing a Recommender System for Historical Research in the Humanities

  • 针对中世纪文书的特殊性设计推荐机制
  • 协调多方利益相关者的复杂需求
  • 适配人文学科研究者的信息检索习惯

本文阐述在人文学科数字档案中实现推荐系统所面临的挑战,聚焦于历史法律文献平台Monasterium.net。我们探讨三个关键方面:(i) 作为推荐对象的‘文书’的独特属性;(ii) 多方利益相关者构成的复杂环境;(iii) 人文学科学者特有的信息搜寻行为。通过分析这些因素,旨在推动更有效、更具针对性的(数字)人文学科推荐系统的发展。

原文摘要 · Abstract (English)

This extended abstract describes the challenges in implementing recommender systems for digital archives in the humanities, focusing on Monasterium.net, a platform for historical legal documents. We discuss three key aspects: (i) the unique characteristics of so-called charters as items for recommendation, (ii) the complex multi-stakeholder environment, and (iii) the distinct information-seeking behavior of scholars in the humanities. By examining these factors, we aim to contribute to the development of more effective and tailored recommender systems for (digital) humanities research.

推荐系统数字人文历史文献

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