利用维基结构与语义特征识别科幻奇幻类文章
Science Fiction and Fantasy in Wikipedia: Exploring Structural and Semantic Cues
- 结合分类、内链和维基数据等多源结构信号
- 发现类别重叠导致边界模糊，需综合判断
- 适合对文本分类或知识图谱构建感兴趣者
识别维基百科中与科幻、奇幻及其混合体相关的内容极具挑战性，因类型边界模糊且频繁重叠。尽管维基百科提供了文本之外的机器可读结构，如分类、内部链接（维基链接）及对应的维基数据条目，但这些信号均反映社区惯例，可能存在偏差或不完整。本研究探讨了可用于识别科幻与奇幻相关内容的维基百科文章的结构与语义特征。
原文摘要 · Abstract (English)
Identifying which Wikipedia articles are related to science fiction, fantasy, or their hybrids is challenging because genre boundaries are porous and frequently overlap. Wikipedia nonetheless offers machine-readable structure beyond text, including categories, internal links (wikilinks), and statements if corresponding Wikidata items. However, each of these signals reflects community conventions and can be biased or incomplete. This study examines structural and semantic features of Wikipedia articles that can be used to identify content related to science fiction and fantasy (SF/F).
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