Faculty of Information Technology, BUT

Course details

Advanced Information Systems

PIS Acad. year 2016/2017 Summer semester 5 credits

Current academic year

Modeling of process in information systems. Internet interfaces of information systems. Manager information systems a devices for knowledge data discovery. Transaction models. Decision support, data mining.

Guarantor

Language of instruction

Czech

Completion

Credit+Examination (written)

Time span

39 hrs lectures, 13 hrs projects

Assessment points

51 exam, 19 half-term test, 30 projects

Department

Lecturer

Instructor

Burget Radek, Ing., Ph.D. (DIFS FIT BUT)
Hynek Jiří, Ing. (DIFS FIT BUT)

Subject specific learning outcomes and competences

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.

Learning objectives

Based on the knowledge of information system on the bachelor level to expand this knowledge of information systems and technology of their development.

Prerequisites

Study literature

  • 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
  • Complete set of electronic supporting texts.

Fundamental literature

  • 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

Syllabus of lectures

  1. Pyramid scheme, OLTP and OLAP, essential modelling principles, metadata, structures and collections, CDL
  2. Object-oriented data model, inheritence, relationships, roles, other OODB systems
  3. Object-oriented DB system Cache
  4. Java EE
  5. Java EE cont.
  6. Demo for project solution
  7. Advanced transactional models, road to workflow
  8. Workflow model
  9. Advanced visualisation, dashboards, information handover techniques
  10. Big data, business intelligence, data marts, OLAP
  11. OLAP, multidimensional model, implementation, query languages, OLAP systems architecture
  12. Big data, Hadoop
  13. Ontologie and semantic web

Syllabus - others, projects and individual work of students

  1. To choose some problem from the information systems branch. Possible problems are actualized every year, but the student can solve his own problem.
  2. To specify the problem using non-formal specification.
  3. To define formally the solution using UML diagrams.
  4. To define an interface with the connected system using a set of XML input and output documents.
  5. To implement the solution in such way to be able to communicate with the database through internet interface.
  6. Examples: Purchase and selling of shares. University courses organisation. Fly tickets booking. Diary. Railway tickets booking. Travel agency. Bank account and credit cards. Store of production company. Ambulance dispatching. Supermarket.

Progress assessment

Mid-term test. Continuous checking of the project solution by the supervisor.

Exam prerequisites

At least half of points obtainable during the semester (tests a project), i.e. 25 points.

Course inclusion in study plans

  • Programme IT-MSC-2, field MBI, MIN, MMI, MMM, MPV, any year of study, Elective
  • Programme IT-MSC-2, field MBS, any year of study, Compulsory
  • Programme IT-MSC-2, field MGM, 2nd year of study, Elective
  • Programme IT-MSC-2, field MIS, 2nd year of study, Compulsory
  • Programme IT-MSC-2, field MSK, 2nd year of study, Compulsory-Elective group B
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