Knowledge graphs: A practical review of the research landscape
M Kejriwal - Information, 2022 - mdpi.com
Knowledge graphs (KGs) have rapidly emerged as an important area in AI over the last ten
years. Building on a storied tradition of graphs in the AI community, a KG may be simply …
years. Building on a storied tradition of graphs in the AI community, a KG may be simply …
Named entity resolution in personal knowledge graphs
M Kejriwal - arXiv preprint arXiv:2307.12173, 2023 - arxiv.org
Entity Resolution (ER) is the problem of determining when two entities refer to the same
underlying entity. The problem has been studied for over 50 years, and most recently, has …
underlying entity. The problem has been studied for over 50 years, and most recently, has …
A Lightweight Global Taxonomy Induction System for E-Commerce Concept Labels
M Kejriwal, K Shen - Cyber Security and Social Media Applications, 2023 - Springer
Given a domain-specific set of concept labels as input, global taxonomy construction (GTC)
is defined as the problem of automatically inducing a taxonomy over the concept labels …
is defined as the problem of automatically inducing a taxonomy over the concept labels …
Local Taxonomy Construction: An Information Retrieval Approach Using Representation Learning
In specific domains, such as e-commerce, inducing a taxonomy over a given set of
'target'concepts is an important problem with applications ranging from good website design …
'target'concepts is an important problem with applications ranging from good website design …
What Is on the Horizon?
M Kejriwal - Artificial Intelligence for Industries of the Future …, 2022 - Springer
This chapter concludes the book by covering a set of issues that we believe will prove to be
important for any industry or organization that is actively seeking to incorporate AI systems …
important for any industry or organization that is actively seeking to incorporate AI systems …