545-0011/01 – Knowledge Discovery in Databases (DBZN)

Gurantor departmentDepartment of Economics and Control SystemsCredits5
Subject guarantorIng. Jiří Švub, Ph.D.Subject version guarantorIng. Jiří Švub, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Year1Semestersummer
Study languageCzech
Year of introduction2004/2005Year of cancellation
Intended for the facultiesHGFIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
SVU008 Ing. Jiří Švub, Ph.D.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2
Combined Credit and Examination 6+6

Subject aims expressed by acquired skills and competences

Students are informed about principle of Data Warehouse and take view of specialized instruments Data Mining and OLAP analysis, which are based on concepts of machine learning, pattern recognition, statistic, artificial intelligence and so on.

Teaching methods

Lectures
Tutorials

Summary

The existing development of information technologies has opened the way for new interesting possibilities of collecting, saving and visualization of data. Huge amounts of data from various technological units and of various forms and structures have provoked rise of specialized databases called Data Warehouse which has enabled to save historical data with various time schedule.

Compulsory literature:

[1]Fayyad M.U., Piatetsky-Shapiro G., Smyth P., Uthurusamy R.:Advances in Knowledge Discovery and Data Mining, USA: AAAI Press, 1996 [2] Inmon W.H., Building the Data Warehouse, Third Edition, USA, Wiley Computer Publishing, 2002 [3]Cook book Data Mining Using Enterprise Miner software: A Case Study Approach published by company SAS Institute , February 2000

Recommended literature:

1. Cook book Getting Started with Enterprise Miner Software, Version 4.0 published by company SAS Institute , July 2000

Way of continuous check of knowledge in the course of semester

E-learning

Další požadavky na studenta

Students develop individual programs by entering a teacher.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1.Knowledge Management - essential features in the application of company analysis terms data, information, knowledge, organization division based on the type of knowledge, they work. Stages of knowledge management. 2.Business Intelligence (BI) - explanation of the concept of integrating business processes, data integration, enterprise integration with the surroundings. BI Architecture Chosen by example. 3.Knowledge Discovery in Databases - explanations of concepts, characteristics various stages. 4.Podstata data mining, important features, a description of the methods used. Job Structure for Data Mining an example methodology SEMM. 5.Datové dice - store data in OLAP systems, database schemas, techniques used for data analysis. 6.Profesionální systems for knowledge discovery in databases, an example any practical application. 7.Stručná characteristics of mining unstructured data - representation of the document as a vector. 8.Možnosti systems for searching unstructured data due ability to understand the content of the text. 9.Used UB-tree search in a multidimensional vector space. 10.Podstata warehouse, a dual approach to architecture, analysis Fundamental differences between operating systems and data warehouses. Tools used to build and operate a data warehouse. 11.Design data warehouse database schema - tables of facts and dimensions, time factor, granularity of data. 12.Funkce metadata in data warehousing, administrative metadata, user metadata.

Conditions for subject completion

Combined form (validity from: 1960/1961 Summer semester, validity until: 2012/2013 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
        Exercises evaluation Credit 33 (33) 0
                Project Project 33  0
        Examination Examination 67 (67) 0
                Written examination Written examination 30  0
                Oral Oral examination 37  0
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 1 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 1 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2007/2008 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2007/2008 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2006/2007 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2006/2007 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2005/2006 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner