Mobilna Android aplikacija za višekriterijsko preporučivanje turističkih odredišta

Gerić, Klara-Iva

undergraduate thesis

Mobilna Android aplikacija za višekriterijsko preporučivanje turističkih odredišta

Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2023. urn:nbn:hr:200:541186

Gerić, Klara-Iva

Josip Juraj Strossmayer University of Osijek
Faculty of Electrical Engineering, Computer Science and Information Technology Osijek
Department of Software Engineering
Chair of Programming Languages and Systems

Institutional repository: Faculty of Electrical Engineering, Computer Science and Information Technology Osijek

Cite this document

APA 6th Edition

Gerić, K. I. (2023). Mobilna Android aplikacija za višekriterijsko preporučivanje turističkih odredišta (Undergraduate thesis). Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek. Retrieved from https://urn.nsk.hr/urn:nbn:hr:200:541186

MLA 8th Edition

Gerić, Klara Iva. "Mobilna Android aplikacija za višekriterijsko preporučivanje turističkih odredišta." Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, 2023. https://urn.nsk.hr/urn:nbn:hr:200:541186

Chicago 17th Edition

Harvard

Gerić, K. I. (2023). 'Mobilna Android aplikacija za višekriterijsko preporučivanje turističkih odredišta', Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, accessed 28 April 2024, https://urn.nsk.hr/urn:nbn:hr:200:541186

Vancouver

Gerić KI. Mobilna Android aplikacija za višekriterijsko preporučivanje turističkih odredišta [Undergraduate thesis]. Osijek: Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek; 2023 [cited 2024 April 28] Available at: https://urn.nsk.hr/urn:nbn:hr:200:541186

IEEE

K. I. Gerić, "Mobilna Android aplikacija za višekriterijsko preporučivanje turističkih odredišta", Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology Osijek, Osijek, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:200:541186

Cite this item: https://urn.nsk.hr/urn:nbn:hr:200:541186

Metadata

Title	Mobilna Android aplikacija za višekriterijsko preporučivanje turističkih odredišta
Title (english)	Mobile Android application for multi-criteria recommendation of tourist destinations
Author	Klara-Iva Gerić
Mentor	Goran Martinović (mentor)
Committee member	Zdravko Krpić (predsjednik povjerenstva)
Granter	Josip Juraj Strossmayer University of Osijek Faculty of Electrical Engineering, Computer Science and Information Technology Osijek (Department of Software Engineering) (Chair of Programming Languages and Systems) Osijek
Defense date and country	2023-09-13, Croatia
Scientific / art field, discipline and subdiscipline	TECHNICAL SCIENCES Computing Program Engineering
Abstract	U ovom završnom radu, koristeći Android Studio uz upotrebu programskog jezika Kotlin i XML, izrađena je mobilna Android aplikacija za višekriterijsko preporučivanje turističkih odredišta. Za izradu korisničkog računa i spremanje podataka o korisniku koristi se Firebase Autentification, dok se Firebase Cloud koristi za spremanje osobnih sklonosti korisnika i ocjena koje on dodjeljuje turističkim odredištima te svih informacija o odredištima. Višekriterijsko preporučivanje uključuje pružanje personaliziranih preporuka korisniku temeljenih na odabranim kategorijama odredišta, a svako odredište pripada barem jednoj kategoriji. Preporučena odredišta rangiraju se pomoću izabranog filtra, a ocjene po kojima se rangiraju temelje se na povratnim informacijama drugih korisnika. Ocjene se zatim računaju kao prosjek svih ocjena koje su dodijeljene, uz primjenu tehnike kolaborativnog filtriranja. Ispitivanjem četiri različita slučaja korištenja potvrđena je ispravnost funkcionalnosti aplikacije te njezina sposobnost pružanja kvalitetnih preporuka turističkih odredišta.
Abstract (english)	In this final thesis, a mobile Android application for multi-criteria recommendation of tourist destinations was developed using Android Studio, utilizing the Kotlin programming language and XML. Firebase Authentication is used for creating user accounts and storing user-related data, while Firebase Cloud is employed for storing users' personal preferences, ratings assigned to tourist destinations, and all destination-related information. The multi-criteria recommendation involves providing personalized suggestions to the user based on selected destination categories, with each destination belonging to at least one category. The recommended destinations are ranked using a chosen filter, and the ratings used for ranking are derived from feedback given by other users. These ratings are then computed as the average of all assigned ratings, applying collaborative filtering techniques. The functionality of the application was validated through testing four different use cases, confirming its correctness and its capability to offer high-quality recommendations of tourist destinations.
Keywords
Keywords (english)
Language	croatian
URN:NBN	urn:nbn:hr:200:541186
Study programme	Title: Undergraduate University Study Programme in Computer Engineering Study programme type: university Study level: undergraduate Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resource	Text
File origin	Born digital
Access conditions	Open access
Terms of use
Created on	2023-09-25 11:19:22

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