Razvoj generatora liste detalja poziva zasnovanog na simulaciji i društvenoj mreži

master's thesis

• Title (english): Developing a Call Detail Records Generator Based on Simulation and Social Networks
• Author: Alen Murtić
• Mentor: Damir Pintar (mentor)
• Committee member: Damir Pintar (predsjednik povjerenstva)
• Committee member: Mihaela Vranić (član povjerenstva)
• Committee member: Boris Vrdoljak (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2018-07-06, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Ovaj diplomski rad najprije definira potrebu za sintetičkim podacima u telekomunikacijama i dosadašnje istraživanje u domeni. Zatim su prikazane karakteristike konkretnog podatkovnog skupa korištenog u radu. Nakon toga predložena je i detaljno opisana arhitektura jednog rješenja generatora liste detalja poziva. Sustav se sastoji od četiri komponente: analize podataka (profiliranje korisnika i izgradnja društvene mreže), sustava za unos parametara/ekspertnog znanja, generatora sintetičkih podataka i statističke validacije istih. Zatim je opisana implementacija arhitekture, njezine značajke i generirani dataset. Rad kulminira statističkom validacijom korištenih funkcija te navođenjem daljnjih mogućnosti istraživanja i zaključkom.

Abstract (english)

This thesis firstly defines the need for synthetic data in telecommunications and current research in the domain. Then the characteristics of a concrete data set used in the paper are presented. After that, a solution's architecture is proposed and described in details. The system is composed of four components: data analysis (profiling of users and social network extraction), a system for inputting expert knowledge and parameters, synthetic data generator and statistic validation of the former. Then, one implementation of the architecture is described along with its features and data set it can produce. The thesis culminates with statistical validation of used functions, mentioning further research possibilities and conclusion.

• Keywords: Lista detalja poziva; sintetički podaci; simulacija; telekomunikacije; generator sintetičkih podataka; statistička validacija; društvena mreža; eksploratorna analiza
• Keywords (english): Call detail records; synthetic data; simulation; telecommunications; synthetic data generator; statistical validation; social network; exploratory analysis
• Language: croatian
• URN:NBN: urn:nbn:hr:168:609267
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2019-03-13 23:19:05