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master's thesis
Prostorno-vremensko predstavljanje riječi
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. urn:nbn:hr:168:245515
Kraljević, Željko
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Kraljević, Ž. (2016). Prostorno-vremensko predstavljanje riječi (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:245515

Kraljević, Željko. "Prostorno-vremensko predstavljanje riječi." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. https://urn.nsk.hr/urn:nbn:hr:168:245515

Kraljević, Željko. "Prostorno-vremensko predstavljanje riječi." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. https://urn.nsk.hr/urn:nbn:hr:168:245515

Kraljević, Ž. (2016). 'Prostorno-vremensko predstavljanje riječi', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 27 December 2024, https://urn.nsk.hr/urn:nbn:hr:168:245515

Kraljević Ž. Prostorno-vremensko predstavljanje riječi [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2016 [cited 2024 December 27] Available at: https://urn.nsk.hr/urn:nbn:hr:168:245515

Ž. Kraljević, "Prostorno-vremensko predstavljanje riječi", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2016. Available at: https://urn.nsk.hr/urn:nbn:hr:168:245515

Metadata
TitleProstorno-vremensko predstavljanje riječi
Title (english)Spatio-Temporal Word Embeddings
AuthorŽeljko Kraljević
MentorMarin Golub (mentor)
Committee memberMarin Golub (predsjednik povjerenstva)
Committee memberDomagoj Jakobović (član povjerenstva)
Committee memberJan Šnajder (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2016-02-24, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Modeli latentnih tema su moćan alat za klasificiranje, grupiranje i predstavljanje dokumenata. Za dinamičke kolekcije (one koje se mijenjaju s vremenom), potrebno je modelirati vremensku i tematsku evoluciju. U ovom radu mi predstavljamo dva mod- ela, koja mogu modelirati dinamičke kolekcije, na način da predstave riječi kao putanje u prostoru i vremenu. Testovi koje smo proveli koristeći podatke s Twitter-a, te us- poredjujuci nas model s trenutno najsuvremenijima, pokazuju potencijal naseg mod- ela.
Abstract (english)
Latent Topic Models are a powerful tool for classifying, clustering and representing documents. For dynamic collections, we need to model both temporal and topical evolution. In this work, we present two models that use a continuous time distribution and that represent words as trajectories in a continuous space. We perform experiments on Twitter data and compare our model to some state of the art models in this field, but also a simpler baseline, all of this shows the potential of our model,
Keywords
Keywords (english)
Languageenglish
URN:NBNurn:nbn:hr:168:245515
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2018-02-06 09:53:25