Ontology induction from unstructured text is a long standing goal of Natural Language Processing (NLP). An ontology can serve a number of tasks, such as question answering, Information Retrieval to name a few. In fact, practice communities are often relying on an ontology in their daily decision making process. This is the case of IATA, […]

Le monitoring en temps réel des bioprocédés permet d’augmenter les performances et de réduire les pertes. La principale difficulté provient de la quantité limitée d’information accessible en temps réel et des phénomènes complexes et fortement non-linéaires en présence. Ainsi, les algorithmes statistiques conventionnels ne permettent pas d’interpréter adéquatement et avec la précision requise en pharmaceutique […]

Equipment failure is the primary source of unplanned downtime in industries working with rotating electrical machines. Fault detection at the early stages is an essential solution for reducing this downtime. Condition monitoring of machinery is the process of capturing and monitoring parameters such as vibrations to identify a developing fault. This project uses the data […]

CARIS is leading a project with the Ocean Supercluster for the development of new innovative cloud technology for delivering CARIS software applications in a Software-as-a-Service (SaaS) model. CARIS tools used worldwide for the processing and management of hydrographic data will be deployed over cloud services, lowering the capital costs through a SaaS subscription business model, […]

The partner organization is building a knowledge graph to integrate the knowledge in the SharePoint documents/pages of each domain, which will be used as the central information base to support various information retrieval tasks such as intelligent chatbots that can automatically identify relevant information. A critical element of the knowledge graph is a taxonomy of […]

According to a recent report, when it comes to animal protection laws Canada has not been performing adequately, receiving a grade of “D” on the Animal Protection Index (API). The low marks received were for not having adequate legislation protecting wildlife in captivity, working animals, farm animals, animals used in research and companion animals. At […]

Natural Language Processing (NLP) is a learning-based technique under the general scope of Artificial Intelligence (AI). NLP has shown its benefits in many application, including finance, accounting and auditing. Differing from semantic extraction in social media, text interpretation for auditing has the legal constraints, which is crucial in determining whether an invoice or a contract […]

Global food security is one of the most pressing issues of our time. Developing new farming practices and technologies that take advantage of large amounts of data collected from a myriad of different sensors offers our best bet for a greener future, with a stable supply of nutritious food for everyone. A move toward digital […]

This project tackles the issue of knowledge incompleteness and lack of domain coverage in resume and job posting matching caused by the exploitation of domain-general resources. A variety of co-operative semantic/ontological resources will be used to filter out irrelevant resumes. A two-way (candidate to job and job to candidate) semantic-based automatic suitability ranking is proposed. […]

In many applications, we need to find the right person with the required expertise (skills) for some task. To enable this, it is necessary to extract and organize the skills of different persons in a taxonomy. This project aims at developing a taxonomy of skills for the National Bank of Canada. Currently, a small taxonomy […]

This project aims to build a tool that will help the company automatically gather and analyze data from multiple platforms, such as Google Analytics, Linkedin and Hotjar. This tool will save the company time by removing the need to manually gather and analyze data and will also help the marketing team finding the best strategy […]

Conversion des veilles et diagnostics manuels en une solution intelligente / traitement des données externes à l’organisation