20.500.12556/RUL-119552 Analiza gibanja turistov s pomočjo igre Geocaching Analysis of tourist movements with the help of Geocaching game Geocaching je igra na prostem, ki na temeljih spletišča geocaching.com in mobilne aplikacije svojim igralcem omogoča iskanje skritih zakladov na pro- stem. Igra se uporablja kot dodatna popestritev rekreacijskih in turističnih aktivnosti, s čimer se na spletišče steka precejšnja količina podatkov o upo- rabnikih in njihovem gibanju. Vsi ti podatki se lahko s spletnih strani za- jemejo s pomočjo tehnologije spletnega luščenja podatkov. Cilj diplomske naloge je zajeti podatke z luščenjem, jih urediti in v njih prepoznati vzorce v gibanju turistov, ki igrajo igro Geocaching. Pridobljene podatke smo ana- lizirali v treh delih. V prvem delu analize smo primerjali podatke o tem, katere kraje obiskujejo tuji uporabniki in katere slovenski. Ugotovili smo, da tujci večinoma obiskujejo zaklade na severozahodu Slovenije ter na Obali, obiski slovenskih uporabnikov pa so bolj porazdeljeni po državi. V drugem delu analize smo želeli preveriti, kakšno je razmerje med številom turistov, ki Ljubljano obiščejo le za en dan (brez nočitve) in številom nočitev v Ljubljani ter ugotovili, da za vsako nočitev lahko pričakujemo do tri enodnevne goste. V zadnjem delu analize smo prepoznali turistične tokove v Sloveniji in jih primerjali z obstoječo analizo. Ugotovili smo veliko število ponovitev tokov med kraji na severozahodu Slovenije. Geocaching is an outdoor game, in which players search for hidden caches at outdoor locations with the help of geocaching.com website and mobile application. Players use the platform as an additional entertainment for the recreational and touristic activities and consequently leave a huge amount of data containing information about them and their movement on the platform. These data can nowadays be scraped with the help of web scraping. The main goal of diploma thesis is to obtain the data with web scraping, organise it and recognise the patterns in the tourist movements who participate in the game. Obtained data was analysed in three parts. First we checked which places foreign users mostly visit in Slovenia and compare them to places that Slovenian users visit most often. We found out that foreign users mostly visit places in the northwestern part of the country, while visits by Slovenians are more spread over the country. The aim of the second part was to determine the number of foreign day-trippers in Ljubljana. We learned that Ljubljana can expect up to three day-trippers for each overnight stay. Lastly, we recognized the tourism flows in Slovenia, visualized them and compared them to flows obtained in related work. We found out that most repeated flows lie in the northwestern part of Slovenia. turistični tokovi luščenje podatkov vizualizacija tokov turizem Ljubljana tourism flows web scraping flow visualisation tourism Ljubljana true false false Slovenski jezik Angleški jezik Diplomsko delo/naloga 2020-09-09 22:05:22 2020-09-09 22:05:31 2022-08-31 03:53:38 0000-00-00 00:00:00 2020 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 1970-01-01 26663 29569283 Kulenovic_Timur_-_Analiza_gibanja_turistov_s_pomocjo_igre_Geocaching.pdf Kulenovic_Timur_-_Analiza_gibanja_turistov_s_pomocjo_igre_Geocaching.pdf 1 246079B5B3719DD88A4532241009B525 112cb1c855c2cd3f544fccf521c9dad96cde8c58b5138acba1ec1b7e33b8395f dc4ab3b9-a1b9-11eb-a523-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=134277 Fakulteta za računalništvo in informatiko 0 0 0