Učni načrt predmeta

Predmet:

Metodologija in evalvacija v tehnologijah znanja

Course:

Methodology and Evaluation in Knowledge Technologies

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

Vrsta predmeta / Course type

Izbirni

Univerzitetna koda predmeta / University course code:

IKT3-720

Predavanja Lectures	Seminar Seminar	Vaje Tutorial	Klinične vaje work	Druge oblike študija	Samost. delo Individ. work	ECTS
15	15			15	105	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. Marko Robnik Šikonja

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:

Priprava metodologije za znanstven članek

50 %

Preparing a methodology for scientific paper

Seminarska naloga

35 %

Seminar work

Javna predstavitev seminarske naloge

15 %

Public presentation of the seminar work

Reference nosilca / Lecturer's references:

1.	MIOK, Kristian, ŠKRLJ, Blaž, ZAHARIE, Daniela, ROBNIK ŠIKONJA, Marko. To BAN or not to BAN: Bayesian attention networks for reliable hate speech detection. Cognitive computation. 2021
2.	MARTINC, Matej, POLLAK, Senja, ROBNIK-ŠIKONJA, Marko: Supervised and Unsupervised Neural Approaches to Text Readability. Computational Linguistics, 1–39, 2021
3.	KRALJ, Jan, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. NetSDM : semantic data mining with network analysis. Journal of machine learning research, 2019, vol. 20, str. 1-50
4.	KRANJC, Janez, ORAČ, Roman, PODPEČAN, Vid, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. ClowdFlows: online workflows for distributed big data mining. FGCS, 2017, vol. 68, pp. 38-58
5.	ROBNIK ŠIKONJA, Marko. Data generators for learning systems based on RBF networks. IEEE transactions on neural networks and learning systems, May 2016, vol. 27, no. 5, pp. 926-938, 41(16):7524-7535.