DLCLJul 31, 2023

The World Literature Knowledge Graph

arXiv:2307.16659v13 citationsh-index: 43
Originality Synthesis-oriented
AI Analysis

This addresses the need for a unified, global literary resource for authors, readers, scholars, teachers, and publishing professionals, though it is incremental as it builds on existing knowledge graph methods.

The authors tackled the problem of fragmented and Western-centric literary knowledge by creating The World Literature Knowledge Graph, a semantic resource with 194,346 writers and 965,210 works that integrates reader reception data from 3 communities and was validated by 3 expert categories as highly beneficial.

Digital media have enabled the access to unprecedented literary knowledge. Authors, readers, and scholars are now able to discover and share an increasing amount of information about books and their authors. However, these sources of knowledge are fragmented and do not adequately represent non-Western writers and their works. In this paper we present The World Literature Knowledge Graph, a semantic resource containing 194,346 writers and 965,210 works, specifically designed for exploring facts about literary works and authors from different parts of the world. The knowledge graph integrates information about the reception of literary works gathered from 3 different communities of readers, aligned according to a single semantic model. The resource is accessible through an online visualization platform, which can be found at the following URL: https://literaturegraph.di.unito.it/. This platform has been rigorously tested and validated by $3$ distinct categories of experts who have found it to be highly beneficial for their respective work domains. These categories include teachers, researchers in the humanities, and professionals in the publishing industry. The feedback received from these experts confirms that they can effectively utilize the platform to enhance their work processes and achieve valuable outcomes.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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