A benchmark and comprehensive survey on knowledge graph entity alignment via representation learning
In the last few years, the interest in knowledge bases has grown exponentially in both the
research community and the industry due to their essential role in AI applications. Entity …
research community and the industry due to their essential role in AI applications. Entity …
Towards cognitive intelligence-enabled product design: The evolution, state-of-the-art, and future of AI-enabled product design
Engineering design researchers have increasing interests in leveraging artificial intelligence
(AI) techniques to a wide range of product design tasks, such as customer requirement …
(AI) techniques to a wide range of product design tasks, such as customer requirement …
Entity alignment between knowledge graphs using attribute embeddings
The task of entity alignment between knowledge graphs aims to find entities in two
knowledge graphs that represent the same real-world entity. Recently, embedding-based …
knowledge graphs that represent the same real-world entity. Recently, embedding-based …
[LLIBRE][B] Knowledge graphs
Smart speakers such as Alexa and Google Home introduced Artificial Intelligence (AI) in
millions soon billions of households, making AI an everyday experience. We can now look …
millions soon billions of households, making AI an everyday experience. We can now look …
Linked data-the story so far
8.1 The World Wide Web has radically altered the way we share knowledge, by lowering the
barrier to publishing and accessing documents as part of a global information space …
barrier to publishing and accessing documents as part of a global information space …
Dbpedia-a crystallization point for the web of data
The DBpedia project is a community effort to extract structured information from Wikipedia
and to make this information accessible on the Web. The resulting DBpedia knowledge base …
and to make this information accessible on the Web. The resulting DBpedia knowledge base …
Aligning cross-lingual entities with multi-aspect information
Multilingual knowledge graphs (KGs), such as YAGO and DBpedia, represent entities in
different languages. The task of cross-lingual entity alignment is to match entities in a source …
different languages. The task of cross-lingual entity alignment is to match entities in a source …
[PDF][PDF] Limes-a time-efficient approach for large-scale link discovery on the web of data
ABSTRACT The Linked Data paradigm has evolved into a powerful enabler for the transition
from the document-oriented Web into the Semantic Web. While the amount of data …
from the document-oriented Web into the Semantic Web. While the amount of data …
[PDF][PDF] Silk-a link discovery framework for the web of data.
ABSTRACT The Web of Data is built upon two simple ideas: Employ the RDF data model to
publish structured data on the Web and to set explicit RDF links between entities within …
publish structured data on the Web and to set explicit RDF links between entities within …
Discovering and maintaining links on the web of data
Abstract The Web of Data is built upon two simple ideas: Employ the RDF data model to
publish structured data on the Web and to create explicit data links between entities within …
publish structured data on the Web and to create explicit data links between entities within …