Course detail
Advanced Information Systems
FIT-PISAcad. year: 2019/2020
Modeling of process in information systems. Web interfaces of information systems. Manager information systems a devices for knowledge data discovery. Transaction models. Decision support, data mining. Implementation aspects of information systems.
Language of instruction
Number of ECTS credits
Mode of study
Guarantor
Department
Learning outcomes of the course unit
Prerequisites
Co-requisites
Planned learning activities and teaching methods
Assesment methods and criteria linked to learning outcomes
- Midterm test - 19 points
- Project - 30 points
- Final written exam - 51 points, at least 20 points required
- At least 25 points must be obtained during the semester
Exam prerequisites:
At least 25 points obtainable during the semester.
Course curriculum
Work placements
Aims
Specification of controlled education, way of implementation and compensation for absences
Recommended optional programme components
Prerequisites and corequisites
- recommended prerequisite
Advanced Database Systems
Basic literature
Recommended reading
Flower, Susan J. Production-ready microservices: Building standardized systems across an engeneering organization. O'Reilly, 2016, ISBN 978-1-491-96597-9
Wasson, C. S.: System Engineering Analysis, Design, and Development: Concepts, Principles, and Practices, 2nd Edition, Wiley 2015, ISBN 978-1-118-44226-5
Classification of course in study plans
- Programme IT-MSC-2 Master's
branch MMI , 0 year of study, summer semester, elective
branch MBI , 0 year of study, summer semester, elective
branch MSK , 2 year of study, summer semester, compulsory-optional
branch MMM , 0 year of study, summer semester, elective
branch MBS , 0 year of study, summer semester, compulsory
branch MPV , 0 year of study, summer semester, elective
branch MIS , 2 year of study, summer semester, compulsory
branch MIN , 0 year of study, summer semester, elective
branch MGM , 2 year of study, summer semester, elective - Programme MITAI Master's
specialization NISD , 1 year of study, summer semester, compulsory
specialization NSEC , 0 year of study, summer semester, compulsory
specialization NBIO , 0 year of study, summer semester, elective
specialization NSEN , 0 year of study, summer semester, elective
specialization NVIZ , 0 year of study, summer semester, elective
specialization NGRI , 0 year of study, summer semester, elective
specialization NCPS , 0 year of study, summer semester, elective
specialization NHPC , 0 year of study, summer semester, elective
specialization NNET , 0 year of study, summer semester, elective
specialization NMAL , 0 year of study, summer semester, elective
specialization NVER , 0 year of study, summer semester, elective
specialization NIDE , 0 year of study, summer semester, elective
specialization NEMB , 0 year of study, summer semester, elective
specialization NSPE , 0 year of study, summer semester, elective
specialization NADE , 0 year of study, summer semester, elective
specialization NMAT , 0 year of study, summer semester, elective
specialization NISY , 0 year of study, summer semester, elective
Type of course unit
Lecture
Teacher / Lecturer
Syllabus
- Pyramid scheme, OLTP and OLAP, essential modelling principles, metadata, structures and collections, CDL
- Object-oriented data model, inheritence, relationships, roles, other OODB systems
- Alternative data models - NoSQL
- Platforma Java EE
- Web application interfaces
- Implementation technology comparison, microservices
- Advanced transactional models, road to workflow
- Workflow model
- Advanced visualisation, dashboards, information handover techniques
- Big data, business intelligence, data marts, OLAP
- OLAP, multidimensional model, implementation, query languages, OLAP systems architecture
- Big data processing.
- Ontologies and semantic web
Project
Teacher / Lecturer
Syllabus
- Design of an information system according to the specification
- Implementation of the designed system on a specified enterprise platform