ePrints.FRI - University of Ljubljana, Faculty of Computer and Information Science

Recommendation system for real estates based on points of interest

Danijel Mišanović (2013) Recommendation system for real estates based on points of interest. EngD thesis.

Download (3733Kb)


    The goal of the thesis was to prototype a recommendation system which would advise the user when purchasing immovable property based on vicinity of points of interest. The data used for determining POI's was provided by Monolit d.o.o. while the data for immovable property were obtained from the website nepremicnine.net. The data is then stored in an PostGIS extended PostGreSQL database, which is used for geographical work. The data is then presented using web services with REST technology in a client-server architecture. For the purpose of client we developed a simple web client based on HTML5, JQuery and CSS3 standards. The user can then filter real estate, set the desired type of points of interest, even set weighted parameters determining the final score for each real estate. The system then presents the best scoring real estates on a map together with the points of interest.

    Item Type: Thesis (EngD thesis)
    Keywords: “recommendation system”, “GIS”, “geographic information system”, “web services”, “web client”, “real estate”, “points of interest”, “POI”
    Number of Pages: 54
    Language of Content: Slovenian
    Mentor / Comentors:
    Name and SurnameIDFunction
    viš. pred. dr. Aleksander Sadikov934Mentor
    Link to COBISS: http://www.cobiss.si/scripts/cobiss?command=search&base=50070&select=(ID=10202708)
    Institution: University of Ljubljana
    Department: Faculty of Computer and Information Science
    Item ID: 2222
    Date Deposited: 26 Sep 2013 10:59
    Last Modified: 18 Oct 2013 12:50
    URI: http://eprints.fri.uni-lj.si/id/eprint/2222

    Actions (login required)

    View Item