PO2/TransformON, an ontology for data integration on food, feed, bioproducts and biowaste engineering

M Weber, P Buche, L Ibanescu, S Dervaux… - npj Science of …, 2023 - nature.com
We are witnessing an acceleration of the global drive to converge consumption and
production patterns towards a more circular and sustainable approach to the food system …

Combining ontology and probabilistic models for the design of bio-based product transformation processes

M Munch, P Buche, S Dervaux, J Dibie… - Expert Systems with …, 2022 - Elsevier
This paper presents a workflow for the design of transformation processes using different
kinds of expert's knowledge. It introduces POND (Process and observation ONtology …

Obo foundry food ontology interconnectivity

D Dooley, L Andrés-Hernández, G Bordea… - Semantic …, 2024 - journals.sagepub.com
Since its creation in 2016, the FoodOn food ontology has become an interconnected partner
in various academic and government projects that span agricultural and public health …

A graphical formalism for commonsense reasoning with recipes

A Bikakis, A Diallo, L Dickens, A Hunter… - arxiv preprint arxiv …, 2023 - arxiv.org
Whilst cooking is a very important human activity, there has been little consideration given to
how we can formalize recipes for use in a reasoning framework. We address this need by …

Po2/transformon: a new domain ontology for integrating food, feed, bio-products and waste in a circular and sustainable approach

M Weber, P Buche, L Ibanescu… - IFOW 2023 Integrated …, 2023 - agroparistech.hal.science
We are experiencing an acceleration in the global drive to converge consumption and
production patterns towards a circular and more sustainable approach to the agri-food …

[PDF][PDF] Integrating Experts' Knowledge in Machine Learning

C Manfredotti - 2024 - mia-ps.inrae.fr
In my work, I integrate experts' knowledge in learning and inference in machine learning
applied to various application domains. In the last ten years at AgroParisTech I formalized …

[PDF][PDF] Conceptual Modeling to Advance Agrifood Cybersecurity Ontologies

R Hull, M Bishop, K Levitt, M Sadoghi, M Lange - 2024 - ceur-ws.org
Agriculture is central to the survival and comfort of the human race. In recent decades
tremendous advances in the application of digital technologies increasingly enable …

[PDF][PDF] Between Input and Output: The Importance of Modelling Transients in Meal Preparation Tasks

M Kümpel, V Hassouna, A Hawkin, M Beetz - 2024 - ceur-ws.org
We are moving closer to autonomous robots preparing meals. While restaurant robots in
static environments already are successfully performing single actions like making pizza, the …

[PDF][PDF] Reasoning about Ingredient Substitutions with Ontologies and Rules.

WT Adrian, M Kutyla, J Potoniec… - RuleML+ RR …, 2023 - ceur-ws.org
Preparing healthy and delicious meals requires knowledge about the process, nutritional
properties of the ingredients, and their combinations. When we face the need for substitution …

Ontological how and why: action and objective of planned processes in the food domain

D Dooley, T Naravane - Frontiers in Artificial Intelligence, 2023 - frontiersin.org
The computational modeling of food processing, aimed at various applications including
industrial automation, robotics, food safety, preservation, energy conservation, and recipe …