Publications

March 30th, 2022

Selected Publications:

Big Data and AI Pipeline Framework – Technology analysis from a Benchmarking perspective Arne J. Berre, Aphrodite Tsalgatidou, Chiara Francalanci, Todor Ivanov, Tomas Pariente Lobo, Ricardo Ruiz Saiz, Inna Novalija, Marko Grobelnik (Book chapter, accepted for publication in TABDV2021)

Pita Costa, João, Stopar, Luka, Grobelnik, Marko, Mladenić, Dunja, Novalija, Inna, et al. NewsMeSH : a new classifier designed to annotate health news with MeSH headings. Artificial intelligence in medicine, ISSN 0933-3657. [Print ed.], [in press] 2021, 15 str., doi: 10.1016/j.artmed.2021.102053. [COBISS.SI-ID 55329539]

Dadzie, A.-S., Sibarani, E. M., Novalija, Inna, Scerri, Simon. Structuring visual exploratory analysis of skill demand. Journal of web semantics, ISSN 1570-8268, 2018, vol. 49, str. 51-70, doi: 10.1016/j.websem.2017.12.004. [COBISS.SI-ID 31109671]

Besher, Massri M., Novalija, Inna, Grobelnik, Marko. Relation Tracker – tracking the main entities and their relations through time. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča – SiKDD : zbornik 21. mednarodne multikonference Informacijska družba – IS 2018, 8. in 12. oktober 2018, Ljubljana, Slovenia : zvezek C = Data mining and data warehouses – SiKDD : proceedings of the 21st International Multiconference Information Society – IS 2018, October 8-12, 2018, [Ljubljana, Slovenia]

Novak, Erik, Novalija, Inna. Connecting professional skill demand with supply. V: , str. 31-34. https://is.ijs.si/archive/proceedings/2017/files/Zbornik%20-%20C.pdf. [COBISS.SI-ID 3087056

João Pita Costa, Daniela Paolotti, Flavio Fuart, Primož Škraba, Evgenia Belayeva, Inna Novalija, “Supporting epidemic intelligence, personalised and public health with advanced computational method”. V: Zbornik 18. mednarodne multikonference Informacijska družba – IS 2015, 9.-1 oktober 2015, Ljubljana, Slovenia: zvezek G: volume G, (Informacijska druzba), Marko Bohanec, ur., et al, Ljubljana, Institut Jožef Stefan, 2015, zv. G, str. 93-96.

Inna Novalija, Dunja Mladenić, “Applying semantic technology to business news analysis”, Appl. artif. intell., v 27, no. 6, str. 520-550, 2013.

Tadej Štajner, Inna Novalija, Dunja Mladenić, “Informal multilingual multi-domain sentiment analysis”, Informatica (Ljublj.), vol. 37, n 4, str.373-380, 2013.

Inna Novalija, Dunja Mladenić, Luka Bradeško, “OntoPlus: text-driven ontology extension using ontology content, structure and co-occurrence information”, Knowl.-based syst., vol. 24, no. 8, str. 1261-1276, 2011.

Inna Novalija, Dunja Mladenić, “Ontology extension towards analysis of business news”, Informatica (Ljublj.), v 34, no. 4, str. 517-522, 2010.1.08 Objavljeni znanstveni prispevek na konferenci

Inna Novalija, Gregor Leban, “Applying NLP for building domain ontology: fashion  collection”,   V:   Zbornik   16.   mednarodne   multikonference Informacijska  družba  –  IS  2013,  7.-11.  oktober  2013  [Ljubljana, Slovenija]: zvezek A : volume A, Matjaž Gams, ur., et al, Ljubljana, Institut Jožef Stefan, 2013, str. 147-150.

Tadej Štajner,  Inna  Novalija,  “Diversity  through  social  media”,  V: Common value management, 1st International Workshop on Common Value Management CVM2012, and the Extended Semantic Web Conference 2012 (ESWC2012), May 27-31, 2012, Heraklion, Greece, Dieter Fensel, ur., Holger Kett, ur., Marko Grobelnik, ur., Stuttgrad, Fraunhofer Verlag, 2012, str. 27-37.

Gregor Leban, Lorand Dali, Inna Novalija, “Enabling semantic search in large open source communities”, V: Joint Proceedings of FEOSW 2012, RED 2012 and SBPM 2012, (CEUR workshop proceedings, vol. 862), 1st International Workshop on Finance and Economics on the Semantic Web, 5th International Workshop on REsource Discovery, 7th International Workshop on Semantic Business Process Management, May 27-31, 2012,Heraklion, Greec, Fabrizio Reguzzi, Angel Garca-Crespo, ur., [S. l.], CEUR- WS, 2012, 8 str., http://ceur-ws.org/Vol-862/SBPMp1.pdf .

Inna Novalija, Marko Grobelnik, “NARRATOR: system for report generation  in   natural   language”,   V:   Zbornik   1   mednarodne multikonference Informacijska družba – IS 2012, 8.-12. oktober 2012, Ljubljana, Slovenia: zvezek A: volume A, (Informacijska dru_zba), Marko Bohanec, ur., et al, Ljubljana, Institut Jožef Stefan, 2012, zv. A, str. 189-192.

Tadej Štajner, Inna Novalija, Dunja Mladenić, “Informal sentiment analysis in multiple domains for English and Spanish”, V: Zbornik 15. mednarodne multikonference Informacijska družba – IS 2012, 8.-1 oktober 2012, Ljubljana, Slovenia: zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., et al, Ljubljana, Institut Jožef Stefan, 2012, zv. A, str. 217-220.

Luka Bradeško, Lorand Dali, Blaž Fortuna, Marko Grobelnik, Dunja Mladenić, Inna  Novalija,  Boštjan  Pajntar,  “Contextualized  questionanswering”, V: Special issue of the ITI 2010, 32nd International Conference on Information Technology Interfaces,   June 21-24, 2010, Cavcat / Dubrovnik, Croatia, (CIT, vol. 18, no. 4, 2011), Vesna Lužar – Stiffler, ur., Iva Jarec, ur., Zoran Bekić, ur., Zagreb, University Computing Centre, 2011, vol. 18, no. 4, str. 325-332, 2011.

Inna Novalija, Dunja Mladenić, “Content and structure in the aspect of semi-automatic ontology extension”, V: ITI 2010 : proceedings of the ITI 2010, (ITI … (Tisak)), 32nd International Conference on Information Technology Interfaces, June 21-24, 2010, Cavcat / Dubrovnik, Croatia, Vesna Lužar – Stiffler, ur., Iva Jarec, ur., Zoran Bekić, ur., Zagreb, SRCE University Computing Centre, cop. 2010, str. 115-120.

Inna Novalija, Dunja Mladenić, “Extending ontologies for annotating business news”, V: Zbornik 11. mednarodne multikonference Informacijska družba – IS 2008, 13.-17. oktober 2008: zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., et al, Ljubljana, Institut “Jožef Stefan”, 2008, str. 186-189.

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