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Title:PREISKOVANJE POVEZANIH ODPRTIH SEMANTIČNIH PODATKOV IN SOCIALNIH OMREŽIJ
Authors:ID Karakatič, Sašo (Author)
ID Podgorelec, Vili (Mentor) More about this mentor... New window
Files:.pdf UNI_Karakatic_Saso_2011.pdf (2,99 MB)
MD5: 958645DD4624C875CF224C32214285CC
PID: 20.500.12556/dkum/eb6e3a7d-dd67-4381-928e-9079af079627
 
Language:Slovenian
Work type:Undergraduate thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:V diplomskem delu bomo definirali pojem socialna omrežja in pregledali njihovo zgodovino. Natančneje bomo spoznali eno izmed teh socialnih omrežij, Facebook, in njegov vmesnik za razvijalce. Sledi opis semantičnih podatkovnih baz, njihova razširjenost in podrobnejši vpogled v Freebase-semantično podatkovno bazo. V praktičnem delu smo preiskali možnost povezave med socialnim omrežjem in prosto semantično podatkovno bazo. Naredili smo storitev priporočanja in pri tem uporabili algoritem k najbližjih sosedov, ki ga tudi podrobneje opisujemo v teoretičnem delu naloge. Storitev smo preizkusili na testnih in realnih podatki ter na koncu še preučili možnosti nadgradnje storitve.
Keywords:Socialno omrežje, Facebook, Semantična podatkovna baza, Freebase, k najbližjih sosedov
Place of publishing:Maribor
Publisher:[S. Karakatič]
Year of publishing:2011
PID:20.500.12556/DKUM-19064 New window
UDC:004.6:004.774.2(043.2)
COBISS.SI-ID:15214870 New window
NUK URN:URN:SI:UM:DK:XCDGFY0E
Publication date in DKUM:20.06.2011
Views:2686
Downloads:417
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Secondary language

Language:English
Title:MINING OF LINKED OPEN SEMANTIC DATA AND SOCIAL NETWORKS
Abstract:In the thesis we start with the introduction to the concept of social networks and take a look at their history. More specifically we examine Facebook and its application programming interface for developers. It is followed by an insight into semantic databases and more detailed research of one of them, Freebase. In practical part, we investigate the possibility of linking a social network with a free semantic database. We implement recommendation service while using the k nearest neighbor algorithm, which is described in detail in the theoretical part of the thesis. The service is tested on a prepared testing set and also on real subjects. Finally we examine the possibilities of upgrading the service.
Keywords:Social network, Facebook, Semantic Database, Freebase, k nearest neighbor algorithm


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