A competency location system based ontology presentation
-
Upload
zemmouchi-ghomari-leila -
Category
Engineering
-
view
136 -
download
2
description
Transcript of A competency location system based ontology presentation
![Page 1: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/1.jpg)
Authors: Leila ZEMMOUCHI-GHOMARI, [email protected]
Abdessamed Réda GHOMARI, [email protected]
Keltoum Benlahareche, [email protected]
LMCS Laboratory
ESI, national Superior School of Computer Science, www.esi.dz
Algiers, ALGERIA
Colloque sur l'Optimisation et les Systèmes d'Information
COSI'2014, 8-10 Juin 2014, Béjaia, Algérie
Université Abderrahmane Mira - Béjaia
![Page 2: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/2.jpg)
10/06/2014 COSI' 2014 2
Motivation
Right Person A given Task
Organization
![Page 3: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/3.jpg)
10/06/2014 COSI' 2014 3
Competency location system objectives:
1. Improve the quality of work: Identification of the
most competent person to perform a task
2. Improve the productivity: Reduce the time
required to perform a task
3. Improve the management of the human capital:
Global vision of the available skills
in the Organization
Motivation
![Page 4: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/4.jpg)
10/06/2014 COSI' 2014 4
Motivation
Our current CLS has some
shortcomings:
• Input through free text: possibility
of spelling errors, use of synonyms
and ineffective information search
• Exclusive use of tags to describe
the stored data, which leads to a
lack of semantics
![Page 5: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/5.jpg)
10/06/2014 COSI' 2014 5
in order to address these shortcomings, the system
has to be enhanced with an application ontology
for the location of intra organizational skills
Expected ontology benefits:
• Use of a controlled vocabulary: same vocabulary
for all members of the organization
• Enrichment of terms with semantics, efficient
skills research and a better management skills
Proposed Solution
![Page 6: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/6.jpg)
10/06/2014 COSI' 2014 6
The new architecture of the competency location system
Proposed Solution
![Page 7: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/7.jpg)
10/06/2014 COSI' 2014 7
Ontology Building Process
We adopted NeOn methodology [Suárez-Figueroa,
2012] to build ECAO ontology, "ESI Competence
Application Ontology"
We combined two scenarios(from 9 scenarios):
1. Development from scratch (scenario 1):
specification, conceptualization and formalization
2. Reuse and Reengineering of ontological resources
(scenario 4)
![Page 8: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/8.jpg)
10/06/2014 COSI' 2014 8
Ontology Building Process
![Page 9: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/9.jpg)
10/06/2014 COSI' 2014 9
Phase 1: Specification
• Produce Ontology Requirements Specification
Document (ORSD) Purpose, scope, intended
users, intended uses, Implementation Language,
list of competency questions (ontology
requirements)
• Extract relevant terms from Competency questions
and their answers Glossary of terms
Ontology Building Process
![Page 10: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/10.jpg)
10/06/2014 COSI' 2014 10
ECAO Competeny Questions
![Page 11: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/11.jpg)
10/06/2014 COSI' 2014 11
Ontology Building Process
![Page 12: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/12.jpg)
10/06/2014 COSI' 2014 12
Phase 2: Ontology Selection
- Discovery in repositories and SW search engines:
25 candidate ontologies
- Evaluation & comparison: are the requirements
(CQs) covered by these ontologies?
- Selection of O24:
URI: www.institutepupin.com/skills.owl
label: skills.owl, version: 2011
classes, properties ans instances: 22/17/123
Ontology Building Process
![Page 13: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/13.jpg)
10/06/2014 COSI' 2014 13
Ontology Building Process
![Page 14: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/14.jpg)
10/06/2014 COSI' 2014 14
Phase 3: Reverse Engineering
Ontology Building Process
![Page 15: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/15.jpg)
10/06/2014 COSI' 2014 15
Ontology Building Process
The conceptual model of the selected ontology/Extracted terms
![Page 16: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/16.jpg)
10/06/2014 COSI' 2014 16
Ontology Building Process
![Page 17: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/17.jpg)
10/06/2014 COSI' 2014 17
1. Glossary of terms of the selected ontology
2. Glossary of terms obtained from competency
questions and their answers
3. Data dictionary of the first version of the
database of “ESI Clever Network”
Ontology Building Process
Phase 4: Restructuring
Fusion of the terms of the following glossaries
![Page 18: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/18.jpg)
10/06/2014 COSI' 2014 18
Ontology Building Process
![Page 19: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/19.jpg)
10/06/2014 COSI' 2014 19
Phase 5: Forward Engineering
Phase 5.1: Conceptualization
Consists of organizing and structuring relevant terms
Ontology Building Process
![Page 20: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/20.jpg)
10/06/2014 COSI' 2014 20
Typical competencies to be modeled in our domain are:
• Technical abilities, such as programming languages,
database management systems, operating systems or
optimization tools
• Engineering competences, such as networking, computer
architecture, human-computer interaction or knowledge
management
• Social competences, such as coaching, collaboration or
communication
• Language skills such as writing, reading or speaking
• Business competences such as auditing, management or
selling
ECAO Ontology
![Page 21: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/21.jpg)
10/06/2014 COSI' 2014 21
Ontology Building Process
![Page 22: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/22.jpg)
10/06/2014 COSI' 2014 22
Ontology Building Process
Phase 5.2: Formalization
Formal ontology must include axioms using formal
language to constrain the possible interpretations of
the ontology components
![Page 23: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/23.jpg)
10/06/2014 COSI' 2014 23
Available at:
https://sourceforge.net/projects/competenyapplicationontology/
and at:
http://datahub.io/fr/dataset/competency-application-ontology
ECAO ontology has been implemented in
produced by Neon Toolkit editor
ECAO Ontology
![Page 24: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/24.jpg)
10/06/2014 COSI' 2014 24
Ontology Building Process
![Page 25: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/25.jpg)
10/06/2014 COSI' 2014 25
The integration of ECAO ontology in the competence location
system includes:
• Update the CLS Database according to the new conceptual
schema, such as adding missing tables and programming the
new constraints on the database
• Update the CLS program according to the ontology
constraints, such as to replace the free text input fields with
extensible lists of predefined values
… New CLS based Ontology
Phase 6: Integration (ongoing work)
![Page 26: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/26.jpg)
10/06/2014 COSI' 2014 26
What We did:
• we designed a new architecture of our current
competency location system (add the semantic
perspective)
• we developed a competency application ontology
(best practices of ontology development) to be
integrated in the CLS
What remains to be done:
• To Integrate the developed ontology in the CLS
• To Evaluate the new CLS
Conclusion & future work
![Page 27: A competency location system based ontology presentation](https://reader033.fdocuments.us/reader033/viewer/2022052618/55492bd8b4c9054c498bfb45/html5/thumbnails/27.jpg)
10/06/2014 COSI' 2014 27