Duration
30h Th
Number of credits
| Master in data science (120 ECTS) | 5 crédits | |||
| Master in data science and engineering (120 ECTS) | 5 crédits | |||
| Master in management (120 ECTS) | 5 crédits | |||
| Master in business engineering (120 ECTS) | 5 crédits |
Lecturer
Language(s) of instruction
English language
Organisation and examination
Teaching in the first semester, review in January
Schedule
Units courses prerequisite and corequisite
Prerequisite or corequisite units are presented within each program
Learning unit contents
Course Objectives
This course introduces key concepts and technologies in E-Commerce, E-Business and, more general, Digital Business, to participants.
A relatively wide range of topics will be covered, ranging from those with a marketing orientation (e.g. consumer behavior) to those with a more IT/statistical orientation (e.g. recommender system, link analysis)
It comprises a practical component, requiring the development a simple, but comprehensive, e-commerce website from scratch. It will include the backend (server-side and database) and front-end (UI)
Course Structure and Topics
1. E-Commerce Business Models:
- Business model elements
- Importance of revenue models
- Types of revenue models (subscription, pay-per-view,...)
- Consumer behavior model and factors (social, cultural, psychological)
- Consumer buying process (from problem recognition and information search to post-purchase decision)
- Online (and offline) tools for supporting consumer behavior
- Clickstream behavior and analysis
- Net promotor score (NPS)
- Online trust
- Relevance of A/B Testing in E-commerce applications
- Chi-squared test for A/B Testing
- Examples in R and Excel
- Greedy, online algorithms
- Maximal matching problem
- Competitive ratios of algorithms
- Adwords implementation
- Keyword effectiveness
- Basic SEO best practices
- Content-based filtering
- Collaborative filtering
- Worked out examples
- The Apriori algorithm
Practical:
- Introduction to client-server computing
- Client-side vs. server side programming
- PhP programming: Revision (basic constructs: loops, conditionals), database connections, session variables
- SQL statements (select, update, delete)
- AJAX/JQuery for responsive UI
Learning outcomes of the learning unit
- Relate the concepts covered in the lectures to real-world business activities
- Uncover new business opportunities via the application and implementation of E-Commerce and E-Business concepts and technologies
- Establish an E-Commerce/E-Business strategy to optimize an organization's activities
- Communicate efficiently about E-Commerce/E-Business projects to various stakeholders, internal and external to the organizations
- Perform independent research to keep up-to-date with recent development in the field and to adapt his/her managerial practice to the needs of a fast-evolving world.
- Critically appreciate the technical architecture of e-commerce applications/websites
Prerequisite knowledge and skills
Students should be well-versed in
- Programming and databases. Students should have programming experience for the project, even if practical sessions will be organized and help sessions will be planned.
Planned learning activities and teaching methods
This year, the students will have to create a small E-Commerce Website
- Backend: PhP, mySQL
- Frontend: HTML, AJAX/JQUERY
Mode of delivery (face-to-face ; distance-learning)
- Lectures and readings
- Case studies
- Demonstrations and exercices on computer
- Real cases presented by firms (to be determined)
Recommended or required readings
- Dave Chaffey, "eBusiness and eCommerce Management", 4th or 5th edition, Pearson/Prentice Hall
- Other materials (lecture note, including HTML and PhP for the practical, will be available on Lol@)
Assessment methods and criteria
Project: E-Commerce website (HTML, PhP): 30% Final written exam:70% (The above is tentative and will be finalized during the course)
Work placement(s)
Organizational remarks
Contacts
A. Ittoo, ashwin.ittoo@uliege.ac.be
E. Heins, eddy.heins@uliege.be
Items online
Lecture Notes
All materials from the lecturer will be on lol@