arXiv
Open Access
2021
Path Based Hierarchical Clustering on Knowledge Graphs
Marcin Pietrasik
Marek Reformat
Abstrak
Knowledge graphs have emerged as a widely adopted medium for storing relational data, making methods for automatically reasoning with them highly desirable. In this paper, we present a novel approach for inducing a hierarchy of subject clusters, building upon our earlier work done in taxonomy induction. Our method first constructs a tag hierarchy before assigning subjects to clusters on this hierarchy. We quantitatively demonstrate our method's ability to induce a coherent cluster hierarchy on three real-world datasets.
Topik & Kata Kunci
Penulis (2)
M
Marcin Pietrasik
M
Marek Reformat
Akses Cepat
Informasi Jurnal
- Tahun Terbit
- 2021
- Bahasa
- en
- Sumber Database
- arXiv
- Akses
- Open Access ✓