[bull-ia] CDD 19 mois Ingénieur.e R&D en IA (programmati

CDD Ing=C3=A9nieur.e R&D en
intelligence artificielle

19 mois – Clermont-Ferrand

 

=

 

Contexte

Collaboration entre
un
laboratoire LIMOS / CNRS de l=E2=80=99Universit=C3=A9 Clermont Auverg=
ne et une
jeune
entreprise innovante Jeolis Solutions, les deux situ=C3=A9es =C3=A0
Clermont-Ferrand,
dans le domaine de l=E2=80=99e-Sant=C3=A9 et plus sp=C3=A9cifiquement=
l=E2=80=99Education
Th=C3=A9rapeutique
du Patient (ETP[1]).
Les
contraintes environnementales et la crise sanitaire comme celle du
Covid-19
plaident pour une absolue n=C3=A9cessit=C3=A9 de d=C3=A9velopper rapi=
dement une
digitalisation
intelligente afin d=E2=80=99aboutir =C3=A0 une e-ETP motivante, ludiq=
ue et
personnalis=C3=A9e.

Missions

Dans
les perspectives de l=E2=80=99article [1], il a =C3=A9t=C3=
=A9 =C3=A9nonc=C3=A9 la
possibilit=C3=A9
d=E2=80=99am=C3=A9liorer l=E2=80=99expressivit=C3=A9 logique du p=
rogramme en utilisant
d=E2=80=99autres approches
comme ASP (Answer Set Programming) afin de li=
miter
l=E2=80=99utilisation de code imp=C3=A9ratif.

Les
missions de la personne recrut=C3=A9e seront l=E2=80=99impl=C3=A9=
mentation
d=E2=80=99outils permettant
de :

Combiner le meilleur des mondes OWL2 et ASP 

OWL2 pour l=E2=80=99aspect statique des
connaissances (TBox et ABox + v=C3=A9ri=
fication de la consistance
par classification d=E2=80=99individus), comme ce qui est
propos=C3=A9 dans l=E2=80=99=C3=A9diteur Prot=C3=A9g=C3=A9=
. De plus OWL2 permet
l=E2=80=99h=C3=A9ritage entre classes et relations. 
ASP pour l=E2=80=99aspect dynamique des connaissances et la
pertinence de r=C3=A8gles logiques avec n=C3=A9gation(s), contr=
aintes
et non monotones 

L=E2=80=99aspect th=C3=A9orique de cette hybridation a =C3=A9t=
=C3=A9 propos=C3=A9
dans Hexlite [2] mais nous pensons qu=E2=80=99une mise en=
=C5=93uvre en tout
Python faciliterait l=E2=80=99adoption.  

Etablir une transcription DMN =C3=A0 ASP &nbsp=
;

Ecrire un programme ASP n=E2=80=99est pas encore =C3=A0 la port=
=C3=A9e des
experts m=C3=A9tiers du
monde industriel, ce qui ne facilite pas l=E2=80=99adoption d=E2=80=
=99ASP malgr=C3=A9
des solveurs
performants. Cependant, il existe le standard DMN
(Decision Model and
Notation) du consortium OMG qui permet aux industriels d=E2=80=99=
=C3=A9crire
des syst=C3=A8mes de
d=C3=A9cision =C3=A0 partir de simples tableaux type Excel. Il=
serait
int=C3=A9ressant
d=E2=80=99avoir un outil permettant le passage de DMN =C3=A0 ASP, c=
omme ce
qui a =C3=A9t=C3=A9 propos=C3=A9
r=C3=A9cemment dans cDMN [3]. 

L=E2=80=99int=C3=A9r=C3=AAt serait de permettre aux experts psy=
chologues,
p=C3=A9dagogues
d=E2=80=99=C3=A9crire, d=E2=80=99am=C3=A9liorer, de tester des stra=
t=C3=A9gies de progression
plus facilement,
plus rapidement qu=E2=80=99actuellement, sans passer par un expert
ing=C3=A9nieur sp=C3=A9cialis=C3=A9
en Ing=C3=A9nierie des connaissances. 

 

Contexte de
travail

La personne recrut=
=C3=A9e
rejoindra le
th=C3=A8me Donn=C3=A9es, Services, Intelligence du LIMOS ma=
is
sera mise =C3=A0
disposition de l=E2=80=99=C3=A9quipe R&D de Jeolis Solution=
s =C3=A0
hauteur de 80% de son
temps (application du plan France Relance =E2=80=93 pr=C3=A9servation=
de
l=E2=80=99emploi R&D en
entreprise).

Le CDD est d=E2=80=
=99une
dur=C3=A9e de 19 mois,
et doit commencer avant fin septembre 2022, adaptable en fonction
des
disponibilit=C3=A9s de la personne retenue.

Comp=C3=A9tences
attendues

=C2=B7       
Titulaire d=E2=80=99un dipl=C3=B4me de maste=
r en
informatique
(obtenu en 2019, 2020, 2021 ou 2022) avec une solide exp=C3=A9rience =
en
d=C3=A9veloppement Python

=C2=B7       
Connaissances/exp=C3=A9riences des standards
du web
s=C3=A9mantique (OWL2, SWRL=E2=80=A6) et aussi en programmation logiq=
ue
(PROLOG, Answer Set
Programming=E2=80=A6)

=C2=B7       
Connaissances en Ing=C3=A9nierie des
connaissances

=C2=B7       
Exp=C3=A9rience de l=E2=80=99outil gestionna=
ire de
code Git
et m=C3=A9thodologie Agile

=C2=B7       
Respect des d=C3=A9lais, rigueur,
organisation,
capacit=C3=A9 =C3=A0 travailler en =C3=A9quipes pluridisciplinaires

Modalit=C3=A9s d=
e
candidature

Les personnes
candidates sont
invit=C3=A9es =C3=A0 soumettre un CV, une lettre de motivation et
=C3=A9ventuellement des
lettres de r=C3=A9f=C3=A9rence, en format PDF =C3=A0
engelbert.mephu_nguifo@uca.fr, =C3=A0 christophe.rey@uc=
a.fr et =C3=A0 xavier.goblet@l=
ojelis.com .

Les candidatures
seront trait=C3=A9es
au fil de l=E2=80=99eau.

R=C3=A9f=C3=
=A9rences

[1] Xavi=
er
Goblet, Christophe Rey : =C2=AB Suivi th=C3=A9rapeutique intel=
ligent par
recommandation =C3=A0 base d’ontologie et de r=C3=A8gles =C2=BB. Co=
nf=C3=A9rence
Applications
Pratiques de l=E2=80=99Intelligence Artificielle (APIA) dans le cad=
re de
la Plate-Forme
de l’Intelligence Artificielle (PFIA) du 29 juin au 3 juillet
2020 

[2] Peter Sch=C3=BCller : =E2=80=9CA new OWLAPI interfac=
e for HEX-Programs
applied to Explaining Contingencies in Production
Planning=E2=80=9D. In: New Foundations for Human-Cente=
red AI,
Workshop at
ECAI 2659, pages 25-31, 2020 

[3] Aerts B., Vandevelde S., Ven=
nekens J.
(2020) Tackling the DMN Challenges with cDMN: A Tight
Integration of DMN and Constraint
Reasoning. In:
Guti=C3=A9rrez-Basulto V., Kliegr T., Soylu&nbs=
p;A., Giese M.,
Roman D. (eds) Rules and Reasoning. RuleML+RR=
 2020.
Lecture Notes in Computer Science, vol 12173. Springer. https:/=
/arxiv.org/abs/2005.09998 

 

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