Number of hours
- Lectures 7.5
- Projects -
- Tutorials 7.5
- Internship -
- Laboratory works -
- Written tests 1.5
ECTS
ECTS 1.5
Goal(s)
This course is an introduction to knowledge engineering.
Students will learn how to formalize and automatically exploit knowledge for decision aiding.
Responsible(s)
Content(s)
Introduction to Knowledge Engineering
Some applications of Knowledge Engineering
Data VS. Information VS. Knowledge
Different types of knowledge
Knowledge engineering VS. Knowledge management
Methods for capturing expert knowledge
Knowledge formalization frameworks
Case-based reasoning
The main concepts of Case-Based Reasoning (CBR)
CBR process, knowledge and development models
Implementing a flat attributes-values representation based CBR system
Implementing an object oriented representation based CBR system
Academic project on the implementation of a CBR system
Students will have taken and validated the following courses: Probability and Statistics; Programming with Python.
Test
Session 1
One mark for the practical work : TP
One mark for the examen : E1
Final mark = 0.4*TP + 0.6 * E1
Session 2
One mark for the examen : E2
Note session 1 = 0.4*TP + 0.6 * E1
Note session 2 = Max(Note session 1,E2)
Cette pondération est compatible avec une organisation des enseignements et des examens en distanciel.
La participation de chaque étudiant est prise en compte dans les évaluations.
The participation of each student is taken into account in the evaluations.
Calendar
The course exists in the following branches:
- Curriculum - Engineer student Master SCM - Semester 7
- Curriculum - Engineer student Master PD - Semester 7
Additional Information
Course ID : 4GMC14A1
Course language(s): 
You can find this course among all other courses.
Bibliography
Case-Based Reasoning: A Textbook, Richter and Weber, Springer 2013
King (2009), Knowledge Management and Organizational Learning , Springer
Kolodner Janet L. (1993), Case-Based Reasoning. M. Kaufmann
Bergmann, R., Kolodner, J., & Plaza, E. (2005). Representation in case-based reasoning. Knowledge Engineering Review, 20(3), 209-214
Aamodt, A., & Plaza, E. (1994). Case-based reasoning: Foundational issues, methodological variations, and system approaches. AI communications, 7(1), 39-59
Simon Kendal and Malcolm Creen (2007) An introduction to knowledge engineering, Springer.
French State controlled diploma conferring a Master's degree
Common Core presentation
Programme courses S5
Programme courses S6
Supply Chain Management
Programme presentation
Programme courses S7
Programme courses S8
Programme courses S9
Programme courses S10
Product Design
Programme presentation
Programme courses S7
Programme courses S8
Programme courses S9
Programme courses S10
Contacts
Academic staff
Head of studies: Pierre Lemaire
Head of 1st Year Program: Abdourahim Sylla
Head of Supply Chain Management Program: Irène Gannaz
Head of Product design Program: Guillaume Thomann
Registrar's office
Head of Registrar's office: genie-industriel.scolarite@grenoble-inp.fr
Secretary's office 1st Year: Valérie Demicheli
Secretary's office 2nd Year: Sylvie Malandrino
Secretary's office 3rd Year: Vincente Odier
International relations department:
Nadia Dehemchi
Head of studies: Pierre Lemaire
Head of 1st Year Program: Abdourahim Sylla
Head of Supply Chain Management Program: Irène Gannaz
Head of Product design Program: Guillaume Thomann
Registrar's office
Head of Registrar's office: genie-industriel.scolarite@grenoble-inp.fr
Secretary's office 1st Year: Valérie Demicheli
Secretary's office 2nd Year: Sylvie Malandrino
Secretary's office 3rd Year: Vincente Odier
International relations department:
Nadia Dehemchi