Programski modul za preporučivanje sadržaja na web-portalima

master's thesis

• Title (english): A Program Module for Content Recommendation on Web Portals
• Author: Martin Kurtoić
• Mentor: Krešimir Pripužić (mentor)
• Committee member: Krešimir Pripužić (predsjednik povjerenstva)
• Committee member: Ognjen Dobrijević (član povjerenstva)
• Committee member: Branko Mikac (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2016-07-07, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Electrical Engineering

Abstract

Na početku ovog diplomskog rada opisane su osnovne tehnike kreiranja preporuka koje su implementirane u razvijenom programskom modulu, a to su tehnike preporučivanja prema sličnost sadržaja i prema suradnji korisnika. U sljedećem poglavlju slijedi opis programskih knjižnica Apache Lucene i Mahout čija je integracija implementirana unutar programskog modula, koje je omogućila osnovnu funkcionalnost modula. Zatim slijedi poglavlje u kojem su opisane tehnike određivanja sličnosti koje su implementirane unutar razvijenog programskog modula, a na kraju se nalaze poglavlja u kojima su opisane arhitektura, klase i metode razvijenog programskog modula i slučajevi korištenja programskog modula iz web-portala unutar kojeg bi modul bio integriran.

Abstract (english)

At the beginning of this master's thesis there is a description of basic recommendation creating techniques that are integrated into the developed software, and these are Content-based and Collaborative filtering recommendation techniques. In the following chapter Apache Lucene and Mahout software libraries are described, whose integration is incorporated into the software module, enabling basic functioning of the module. Following this, similarity defining technics that are integrated into the developed software are discussed. In the final chapters architecture, classes and methods of the developed software are depicted, along with the software module usage cases from a web-portal into which the software module is designed to be integrated.

• Keywords: preporuka; Lucene; Mahout; integracija
• Keywords (english): recommendation; Lucene; Mahout; integration
• Language: croatian
• URN:NBN: urn:nbn:hr:168:131866
• Study programme: Title: Information and Communication Technology; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije (magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2018-02-06 10:02:00