[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 Auv=
ergne et
une jeune entreprise innovante Jeolis Solutions, les deux situ=C3=A9e=
s
=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 rapidement une digitalisation intelligente afin
d=E2=80=99aboutir =C3=A0 une e-ETP motivante, ludique 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 programme en
utilisant d=E2=80=99autres approches comme ASP
(Answer Set Programming) afin de limiter 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 performan=
ts. 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.&nbsp=
;Il serait
int=C3=A9ressant d=E2=80=99avoir un outil permettant le passage de =
DMN =C3=A0 ASP,
comme 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 strat=C3=A9gies de
progression plus facilement, plus rapidement qu=E2=80=99actuellemen=
t,
sans passer par un expert ing=C3=A9nieur sp=C3=A9cialis=C3=A9 en In=
g=C3=A9nierie des
connaissances. 

 

Contexte de
travail

La personne recrut=
=C3=A9e
rejoindra le th=C3=A8me Donn=C3=A9es, Services, Intelligence d=
u
LIMOS mais sera mise =C3=A0 disposition de l=E2=80=99=C3=A9qui=
pe R&D de
Jeolis Solutions =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 master 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 e=
n
programmation logique (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 gestionnaire de code Git et m=C3=A9thodologie Agile

=C2=B7        Respect des
d=C3=A9lais, rigueur, organisation, capacit=C3=A9 =C3=A0 travailler e=
n =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 en=
gelbert.mephu_nguifo@uca.fr, =C3=A0 christophe.rey@uca.fr =
et =C3=A0 xavier.goble=
t@lojelis.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 cadre 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 O=
WLAPI interface for
HEX-Programs applied to Explaining Contingencies in Produ=
ction
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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