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Thomas Guyet

2
Documents
Identifiants chercheurs

Présentation

Research interests ------------------ My research area is artificial intelligence (AI) with a multidisciplinary approach - algorithmic, design methodologies and cognitive science. I am particularly interested in discovering spatial and temporal patterns in semantically rich datasets. My areas of application are related to agronomy (mainly landscapes) and health (care pathways analysis). My first research direction is the **temporal and spatial pattern mining**. Data from the observation of living systems (agricultural and medical systems) have a strong spatial or temporal dimension. But the spatial and temporal information is often underutilized in the data mining algorithms. The challenge lies in identifying new kind of temporal/spatial patterns that have valuable properties to make possible their extraction by complete and correct algorithms. A recent approach I'm developping is the use declarative programming, more especially **[Answer Set Programming (ASP)](https://www.cs.utexas.edu/users/vl/papers/wiasp.pdf)** with [clingo](https://potassco.org), to mix pattern mining and reasonning. My second research direction aims at better including the user in the loop of knowledge discovery. Specifically, I am interested in implementing **interactive systems to support users in their exploration process** of large datasets. To acheive this goal I propose an enactive point of view of the data interpretation that brings creative solutions to take into account the cognitive ergonomy of the knowledge discovery tools.

Publications

julie-bourbeillon
Image document

Construction semi-automatique d'une ontologie de la perception des paysages

Julie Bourbeillon , Laëtitia Piel , Ramla El Ayeb , Damien Rousselière , Thomas Guyet
IC - 24èmes Journées francophones d'Ingénierie des Connaissances, Mar 2013, Lille, France
Communication dans un congrès hal-00920722v1

Paysages et étalement urbain : Aspects physiques et culturels à travers l'exemple de l'aire urbaine d'Angers

Élise Athané , Julie Bourbeillon , Thomas Coisnon , Thomas Guyet , Anaïs Marshall
Biodiversité, paysage et cadre de vie - La démocratie en pratique, Victoires Editions, pp.91-110, 2015, 978-2-35113- 238-8
Chapitre d'ouvrage hal-01178942v1