Korištenje otkrivanja znanja u bazama podataka za analizu utjecaja demografskih obilježja na izvršenje studentskih obaveza

master's thesis

• Title (english): The use of knowledge discovery in databases for analysis of the impact of demographic characteristics on the fulfillment of student obligations
• Author: Nives Čivljak
• Mentor: Mirjana Pejić Bach (mentor)
• Committee member: Ivan Strugar (predsjednik povjerenstva)
• Committee member: Jovana Zoroja (član povjerenstva)
• Granter: University of Zagreb; Faculty of Economics and Business; Zagreb
• Defense date and country: 2016-07-04, Croatia
• Scientific / art field, discipline and subdiscipline: SOCIAL SCIENCES; Economics

Abstract

Otkrivanje znanja u bazama podataka ključan je proces prilikom korištenja velikih baza podataka kako bi se predvidjeli budući scenariji, a samim time i donosile kvalitetnije odluke u poslovanju. Takav proces, na primjer, koristi se od strane banaka i osiguravajućih društava kako bi poboljšali svoj poslovni rezultat. Cilj ovog rada jest pojasniti pojam i tehnike ovoga procesa, ali i analizirati pomoću metode stabla odlučivanja ponašanje specifične dobne skupine studenata u današnjem visokoobrazovnom sustavu s obzirom na demografske čimbenike, a sve u svrhu otkrivanja karakteristika studenata Sveučilišta u Zagrebu koji svoje obaveze izvršavaju u roku propisanome od strane Sveučilišta.

Abstract (english)

Knowledge discovery in databases is a key process when using large databases to predict future scenarios, and thus make better decisions in business. Such a process, for example, is used by banks and insurance companies to improve their business results. The aim of this paper is to explain the concept and techniques of this process, and to make analysis, using methods of decision tree, behavior of specific age groups of students in today's higher education system with respect to demographic factors, all in order to detect the characteristics of students at the University of Zagreb who will perform their duties within the deadline prescribed by the University.

• Keywords: studenti; studentske obaveze; demografske karakteristike; otkrivanje znanja; stablo odlučivanja
• Keywords (english): students; student obligations; demographic characteristics; knowledge discovery; decision tree
• Language: croatian
• URN:NBN: urn:nbn:hr:148:796668
• Study programme: Title: Business Economics; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra ekonomije (magistar/magistra ekonomije)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Access restricted to students and staff of home institution
• Created on: 2016-12-07 15:15:27