Canonical forms for isomorphic and equivalent RDF graphs: algorithms for leaning and labelling blank nodes

A Hogan - ACM Transactions on the Web (TWEB), 2017 - dl.acm.org
Existential blank nodes greatly complicate a number of fundamental operations on
Resource Description Framework (RDF) graphs. In particular, the problems of determining if …

W-pathsim: novel approach of weighted similarity measure in content-based heterogeneous information networks by applying lda topic modeling

P Pham, P Do, CDC Ta - … Information and Database Systems: 10th Asian …, 2018 - Springer
In information retrieval, similarity measure or top-k similarity searching had been extensively
researched. Similarity search supports to find the most relevant information in a large-scale …

Graph Database Management Systems: The Past, the Present, and the Future

K Rabuzin, M Šestak - … of Information Science and Technology, Fifth …, 2021 - igi-global.com
Nowadays, the increased amount and complexity of connected data stimulated by the
appearance of social networks has shed a new light on the importance of managing such …

Structural generalizability: the case of similarity search

Y Chodpathumwan, A Termehchy, SA Ramsey… - Proceedings of the …, 2021 - dl.acm.org
Supervised and Unsupervised ML algorithms are widely used over graphs. They use the
structural properties of the data to deliver effective results. It is known that the same …

[PDF][PDF] Structurally Robust Similarity Search

A Termehchy, S Ramsey, A Shresta - research.engr.oregonstate.edu
Graph similarity search algorithms usually leverage the structural properties of a database.
Hence, these algorithms are effective only on some structural variations of the data and are …

Cost-effective data structural preparation

Y Chodpathumwan - 2018 - ideals.illinois.edu
People structure and represent their data in many different ways. One factor to consider in
choosing between different representations is how the structure will affect the effectiveness …