Sihem BOUHENNICHE
Research and Developement engineer
at Spirals team - INRIA Lille
at Spirals team - INRIA Lille
A computer science engineer from Algeria, fascinated by
software designing and engineering. I've worked for two years
as Frontend developer at
Ouedkniss.com, and
now I am working as R&D engineer at
INRIA - LILLE
Currently, I am working with the
Spirals team on
developing and maintaining
amiunique.org, a platform
for browser fingerprinting.
Publications
Authors : Sihem Bouhenniche, Sabrina Boudjedar, Hakim Mokeddem, Hamid
Benachour
Over the last decade, several e-recruitment platforms have been
developed, allowing users to publish their professional information
(training, work history, career summary, etc.). However, representing
this huge quantity of knowledge still limited. In this work, we
present a method based on community detection and natural language
processing techniques in order to generate a human resources “HR”
ontology. The data used in the generation process is user’s profiles
retrieved from the Algerian e-recruitment platform
Emploitic.com(www.emploitic.com). Data includes occupations, skills
and professional domains. Our main contribution appears in the
identification of new relationships between these concepts using
community detection in each area of work. The generated ontology has
hierarchical relationships between skills, professions and
professional domains. In order to evaluate the relevance of this
ontology, we used both the manual method with experts in human
resources domain and the automatic method through comparisons with
existing HR-ontologies. The evaluation has shown promising results.
December 2020