OVERVIEW

Recently (big) data, analytics, artificial intelligence, Internet of Thing pose new problems and open new perspectives in the field of the development of software systems. The teaching aims to illustrate these changements and to provide approaches/techniques/methods to support the development of these systems.

The students will be encouraged to complement the presented material by independently deepen some topics, in the spirit of lifelong learning.

AIMS AND CONTENT

LEARNING OUTCOMES

The students will become aware of the new problems posed by the development of systems based on data and analytics, and will learn some approaches/techinques/tools to   support the development of such systems.

AIMS AND LEARNING OUTCOMES

Knowledge of the specific problems posed by the devlopment of systems based on (big) data, analytics, artificial intelligence, Internet of Thing (shortly smart systems).
Competence for capturing and specifying the requirements of  smart systems.
Comptence for using  the models to support the activities related with the development of smart systems.
Knowledge of  state of the art approches for supporting specific sactivities related with the devolpment of smart systems.
 

PREREQUISITES

Basic knowledge of  software engineering.

TEACHING METHODS

Lessons and lab activities

SYLLABUS/CONTENT

Presentation of the problems posed by the development of systems based on (big) data, analytics, artificial intelligence, Internet of Thing (shortly smart systems).
A method based on goals and UML for the capture and specification of the requirements of smart systems.
Business process modelling
DataOps/AnalyticsOps
Declarative data analytics
Model-driven approaches for data quality assurance.

RECOMMENDED READING/BIBLIOGRAPHY

material provided by the teacher

TEACHERS AND EXAM BOARD

Exam Board

GIANNA REGGIO (President)

MAURIZIO LEOTTA

MAURA CERIOLI (President Substitute)

FILIPPO RICCA (President Substitute)

LESSONS

LESSONS START

https://easyacademy.unige.it/portalestudenti/index.php?view=easycourse&_lang=it

Class schedule

The timetable for this course is available here: Portale EasyAcademy

EXAMS

EXAM DESCRIPTION

he exam consists of three parts:

- application of an approach for the development of smart systems to a case study by a group of students

- discussion of the results of the part above

- oral presentation of an  approach for the development of smart systems

ASSESSMENT METHODS

The quality of the results of the project will allow to evaluate the students' comprehension  of the followed approach.

The discussion of the project results will allow to determine the contributions of the single students.

The oral presentation will allow to evaluate the students' communication and self-learning capabilities.

Exam schedule