Course detail
Advanced Information Systems
FIT-PISAcad. year: 2020/2021
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.
Supervisor
Department
Learning outcomes of the course unit
An overview of wide spectrum of various information systems. Detailed knowledge of modern method for design and implementation of information systems oriented to economic and government applications. Methodology of design and implementation of information system.
Prerequisites
Not applicable.
Co-requisites
Not applicable.
Recommended optional programme components
Not applicable.
Recommended or required reading
Complete set of electronic supporting texts.
Wasson, C. S.: System Engineering Analysis, Design, and Development: Concepts, Principles, and Practices, 2nd Edition, Wiley 2015, ISBN 978-1-118-44226-5
Bien, A. Real World Java EE Patterns-Rethinking Best Practices, 2012, ISBN 9781300149316
Flower, Susan J. Production-ready microservices: Building standardized systems across an engeneering organization. O'Reilly, 2016, ISBN 978-1-491-96597-9
McLeod, R.: Management Information Systems, Prentice Hall International London 1998, 655 p., ISBN 0-13-896101-8
Cichocki, A., Abdelsalam, H., Rusinkiewitz, M., Woelk, D.: Workflow and Process Automation - Concepts and Technology, Kluver Academic Publishers Dordrecht 1998, 114 p., ISBN 0-7923-8099-1
Fayyad, U.M. et al.: Advances in Knowledge Discovery and Data Mining, AAAI Press Menlo Park 1996, 610 p., ISBN 9-780262-560979
Planned learning activities and teaching methods
Not applicable.
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.
Language of instruction
Czech
Work placements
Not applicable.
Aims
Based on the knowledge of information system on the bachelor level to expand this knowledge of information systems and technology of their development.
Specification of controlled education, way of implementation and compensation for absences
Midterm exam, realization of a project in due dates. In the case of a reported obstacles to submit the project, the student will be allowed to submit the project in an alternative date.
Classification of course in study plans
- Programme IT-MGR-2 Master's
branch MBI , any year of study, summer semester, 5 credits, elective
branch MPV , any year of study, summer semester, 5 credits, elective
branch MBS , any year of study, summer semester, 5 credits, compulsory
branch MIN , any year of study, summer semester, 5 credits, elective
branch MMI , any year of study, summer semester, 5 credits, elective
branch MMM , any year of study, summer semester, 5 credits, elective - Programme MITAI Master's
specialization NADE , any year of study, summer semester, 5 credits, elective
specialization NBIO , any year of study, summer semester, 5 credits, elective
specialization NGRI , any year of study, summer semester, 5 credits, elective
specialization NNET , any year of study, summer semester, 5 credits, elective
specialization NVIZ , any year of study, summer semester, 5 credits, elective
specialization NCPS , any year of study, summer semester, 5 credits, elective
specialization NSEC , any year of study, summer semester, 5 credits, compulsory
specialization NEMB , any year of study, summer semester, 5 credits, elective
specialization NHPC , any year of study, summer semester, 5 credits, elective
specialization NIDE , any year of study, summer semester, 5 credits, elective
specialization NISY , any year of study, summer semester, 5 credits, elective
specialization NMAL , any year of study, summer semester, 5 credits, elective
specialization NMAT , any year of study, summer semester, 5 credits, elective
specialization NSEN , any year of study, summer semester, 5 credits, elective
specialization NVER , any year of study, summer semester, 5 credits, elective
specialization NSPE , any year of study, summer semester, 5 credits, elective
specialization NISD , 1. year of study, summer semester, 5 credits, compulsory - Programme IT-MGR-2 Master's
branch MGM , 2. year of study, summer semester, 5 credits, elective
branch MSK , 2. year of study, summer semester, 5 credits, compulsory-optional
branch MIS , 2. year of study, summer semester, 5 credits, compulsory
Type of course unit
Lecture
39 hours, optionally
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
13 hours, compulsory
Teacher / Lecturer
Syllabus
- Design of an information system according to the specification
- Implementation of the designed system on a specified enterprise platform