Machine knowledge: Creation and curation of comprehensive knowledge bases

G Weikum, XL Dong, S Razniewski… - … and Trends® in …, 2021 - nowpublishers.com
Equipping machines with comprehensive knowledge of the world's entities and their
relationships has been a longstanding goal of AI. Over the last decade, large-scale …

Utilization of text mining as a big data analysis tool for food science and nutrition

D Tao, P Yang, H Feng - … reviews in food science and food …, 2020 - Wiley Online Library
Big data analysis has found applications in many industries due to its ability to turn huge
amounts of data into insights for informed business and operational decisions. Advanced …

The human disease ontology 2022 update

LM Schriml, JB Munro, M Schor, D Olley… - Nucleic acids …, 2022 - academic.oup.com
Abstract The Human Disease Ontology (DO)(www. disease-ontology. org) database, has
significantly expanded the disease content and enhanced our userbase and website since …

Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning

JH Caufield, H Hegde, V Emonet, NL Harris… - …, 2024 - academic.oup.com
Motivation Creating knowledge bases and ontologies is a time consuming task that relies on
manual curation. AI/NLP approaches can assist expert curators in populating these …

Owl2vec*: Embedding of owl ontologies

J Chen, P Hu, E Jimenez-Ruiz, OM Holter… - Machine Learning, 2021 - Springer
Semantic embedding of knowledge graphs has been widely studied and used for prediction
and statistical analysis tasks across various domains such as Natural Language Processing …

FoodKG: a semantics-driven knowledge graph for food recommendation

S Haussmann, O Seneviratne, Y Chen… - The Semantic Web …, 2019 - Springer
The proliferation of recipes and other food information on the Web presents an opportunity
for discovering and organizing diet-related knowledge into a knowledge graph. Currently …

[HTML][HTML] Social prescription interventions addressing social isolation and loneliness in older adults: Meta-review integrating on-the-ground resources

C Paquet, J Whitehead, R Shah, AM Adams… - Journal of Medical …, 2023 - jmir.org
Background Social prescription programs represent a viable solution to linking primary care
patients to nonmedical community resources for improving patient well-being. However …

The scalable precision medicine open knowledge engine (SPOKE): a massive knowledge graph of biomedical information

JH Morris, K Soman, RE Akbas, X Zhou, B Smith… - …, 2023 - academic.oup.com
Abstract Motivation Knowledge graphs (KGs) are being adopted in industry, commerce and
academia. Biomedical KG presents a challenge due to the complexity, size and …

A guide to diet-microbiome study design

AJ Johnson, JJ Zheng, JW Kang, A Saboe… - Frontiers in …, 2020 - frontiersin.org
Intense recent interest in understanding how the human gut microbiome influences health
has kindled a concomitant interest in linking dietary choices to microbiome variation. Diet is …

Contextual semantic embeddings for ontology subsumption prediction

J Chen, Y He, Y Geng, E Jiménez-Ruiz, H Dong… - World Wide Web, 2023 - Springer
Automating ontology construction and curation is an important but challenging task in
knowledge engineering and artificial intelligence. Prediction by machine learning …