Učni načrt predmeta

Predmet:

Analiza tekstovnih in večpredstavnih podatkov ter semantične tehnologije

Course:

Text/Multimedia Mining and Semantic Technologies

Študijski program in stopnja / Study programme and level	Študijska smer / Study field	Letnik / Academic year	Semester / Semester
Informacijske in komunikacijske tehnologije, 3. stopnja	Tehnologije znanja	1	1
Information and Communication Technologies, 3rd level	Knowledge Technologies	1	1

Vrsta predmeta / Course type

Izbirni / Elective

Univerzitetna koda predmeta / University course code:

IKT3-716

Predavanja Lectures	Seminar Seminar	Vaje Tutorial	Klinične vaje work	Druge oblike študija	Samost. delo Individ. work	ECTS
10	15				125	5

*Navedena porazdelitev ur velja, če je vpisanih vsaj 15 študentov. Drugače se obseg izvedbe kontaktnih ur sorazmerno zmanjša in prenese v samostojno delo. / This distribution of hours is valid if at least 15 students are enrolled. Otherwise the contact hours are linearly reduced and transfered to individual work.

Nosilec predmeta / Course leader:

prof. dr. Dunja Mladenić

Sodelavci / Lecturers:

Jeziki / Languages:

Predavanja / Lectures:

slovenščina, angleščina / Slovenian, English

Vaje / Tutorial:

Pogoji za vključitev v delo oz. za opravljanje študijskih obveznosti:

Prerequisits:

Vsebina:

Content (Syllabus outline):

Temeljna literatura in viri / Readings:

Cilji in kompetence:

Objectives and competences:

Predvideni študijski rezultati:

Intendeded learning outcomes:

Metode poučevanja in učenja:

Learning and teaching methods:

Načini ocenjevanja:

Delež v % / Weight in %

Assesment:

Ustni izpit

50 %

Oral exam

Seminarska naloga

25 %

Seminar work

Ustni zagovor

25 %

Oral defense

Reference nosilca / Lecturer's references:

1.	ŠTAJNER, Tadej, MLADENIĆ, Dunja. Cross-lingual document similarity estimation and dictionary generation with comparable corpora. Knowledge and information systems. [Print ed.]. 2019, vol. 58, no. 3, str. 729-743. ISSN 0219-1377.
2.	D. Mladenić, and M. Grobelnik, Automatic text analysis by artificial intelligence. Informatica, ISSN 0350-5596, 2013, 37:1, pp. 27-33.
3.	J. Starc, D. Mladenić. Joint learning of ontology and semantic parser from text. Intelligent data analysis, ISSN 1088-467X, 2017, vol. 21, no. 1, pp. 19-38.
4.	M. Karlovčec, B. Lužar, D. Mladenić. Core-periphery dynamics in collaboration networks : the case study of Slovenia. Scientometrics, ISSN 0138-9130, 2016, vol. 109, iss. 3, pp. 1561-1578.
5.	BELYAEVA, Evgenia, KOŠMERLJ, Aljaž, MLADENIĆ, Dunja, LEBAN, Gregor. Automatic estimation of news values reflecting importance and closeness of news events. Informatica : an international journal of computing and informatics. [Tiskana izd.]. Dec. 2018, vol. 42, no. 4, str. 527-533. ISSN 0350-5596.