Претрага
223 items
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Knowledge Graphs in the Era of Large Language Models: Opportunities and Challenges
Pojava velikih jezičkih modela (eng. Large Language Models ili LLMs) je značajno uticala na oblast veštačke inteligencije, naročito u oblastima obrade prirodnog jezika i generisanju teksta. Međutim, ključno ograničenje ovih modela leži u nedostatku strukturiranog znanja i sposobnosti zaključivanja, što otežava njihovu primenu u stvarnom svetu, gde se zahteva tačnost iznetih činjenica i zaključivanje na osnovu konteksta. S druge strane, grafovi znanja nude primamljivo rešenje. Oni pružaju bogat izvor strukturiranog znanja, tako što predstavljaju entitete i njihove relacije u ...grafovi znanja, veliki jezički modeli, obrada prirodnog jezika, strukturirano znanje, kvalitet podataka, objašnjiva veštačka inteligencija, bezbednost sadržaja na internetuDanka Jokić, Ranka Stanković, Jelena Jaćimović. "Knowledge Graphs in the Era of Large Language Models: Opportunities and Challenges" in South Slavic Languages in the Digital Environment JuDig Book of Abstracts, University of Belgrade - Faculty of Philology, Serbia, November 21-23, 2024., University of Belgrade - Faculty of Philology (2024)
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Social-Emo.Sr: Emotional Multi-Label Categorization of Conversational Messages from Social Networks X and Reddit
U digitalnom okruženju južnoslovenskih jezika, analiza emocija u tekstovima na društvenim mrežama postaje sve važnija za razumevanje javnog mnjenja, kreiranje personalizovanog sadržaja i analizu međusobnih interakcija korisnika. U okviru ovog rada predstavljamo detaljnu metodologiju i rezultate označavanja korpusa na srpskom jeziku prema Plutčikovom modelu kategorizacije, koji prepoznaje osam osnovnih emocionalnih kategorija, kao što su radost, tuga, bes, strah, poverenje, gađenje, iščekivanje i iznenađenje. Cilj istraživanja je da se analizira emocionalni sadržaj tekstova preuzetih sa društvenih mreža X (nekada Twitter) ...Milena Šošić, Ranka Stanković, Jelena Graovac. "Social-Emo.Sr: Emotional Multi-Label Categorization of Conversational Messages from Social Networks X and Reddit" in South Slavic Languages in the Digital Environment JuDig Book of Abstracts, University of Belgrade - Faculty of Philology, Serbia, November 21-23, 2024., University of Belgrade - Faculty of Philology (2024)
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Tektonska evolucija ugljevičkog basena (Bosna i Hercegovina)
Slobodan Dragić (2024)U radu je prezentovana šira slika tektonske evolucije ugljevičkog basena, kao i Dinarida uopšte. Prikazani su litostratigrafski odnosi istraživanog područja, kao i kratak pregled tektonskih jedinica koje se nalaze u domenu basena. Najveća pažnja posvećena je kinematskoj analizi rasjednih struktura i interpretaciji podataka u svjetlu tektonske evolucije basena. Ugljevički basen zapunjen je oligocensko-miocenskim sedimentima, a njegovu osnovu grade paleozojsko-mezozojske formacije. Najstarije tvorevine na ovom području su permski sedimenti. Trijaski i kredni deponati, uglavnom krečnjaci, reprezent su tvorevina ...... postoje jedinstvene i kontinuirane navlake, već da one isklinjavaju i prelaze u normalno ubrane terene. Geologijom ovih prostora bavili su se Cvijić (1905, 1924), kao ı Petković (1930) koji je izvršio rejonizaciju po ugledu na Kosmatu. Prva istraživanja na ovom terenu vršio je Tietze (1880) ...
... kontinuirane navlake, već da one po pružanju isklinjavaju u prelaze u normalno ubrane terene. Od naših autora, prve tektonske podjele izvršio Je Cvijić (1905) koji je u okviru mlađih ubranih sistema Dinarida izdvojio više zona. Petković (1957) je u više navrata razmatrao građu Dinarida, prilikom ...
... Basin: Constraints derived from the structure of the junction area between the Carpathians and Dinarides. Tectfonics 31, p. 1-31. Milošević, A., Cvijić, R., Ivanković, B., Jokanović, P., 2017. Elaborat o klasifikaciji, kategorizaciji i proračunu rezervi uglja u ležištima ,, Bogutovo selo i Ugljevik ...Slobodan Dragić. Tektonska evolucija ugljevičkog basena (Bosna i Hercegovina), 2024
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Serbian ELTeC Sub-Collection in Wikidata
This paper presents an example of integration of Wikidata with digital libraries and external systems, as well as some best practices for speeding up the process of data preparation and import to Wikidata, on the use case of SrpELTeC, Serbian subcollection of the ELTeC multilingual collection (European Literary Text Collection). After preliminary work on the manual Wikidata population with SrpELTeC novels, the goal was to automate the process of preparing and importing information, so different solutions were analysed and ...Milica Ikonić Nešić, Ranka Stanković, Biljana Rujević. "Serbian ELTeC Sub-Collection in Wikidata" in Infotheca, Faculty of Philology, University of Belgrade (2021). https://doi.org/10.18485/infotheca.2021.21.2.4
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Parallel Bidirectionally Pretrained Taggers as Feature Generators
In a setting where multiple automatic annotation approaches coexist and advance separately but none completely solve a specific problem, the key might be in their combination and integration. This paper outlines a scalable architecture for Part-of-Speech tagging using multiple standalone annotation systems as feature generators for a stacked classifier. It also explores automatic resource expansion via dataset augmentation and bidirectional training in order to increase the number of taggers and to maximize the impact of the composite system, which ...Ranka Stanković, Mihailo Škorić, Branislava Šandrih Todorović. "Parallel Bidirectionally Pretrained Taggers as Feature Generators" in Applied Sciences, MDPI AG (2022). https://doi.org/10.3390/app12105028
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Indexing of textual databases based on lexical resources: A case study for Serbian
In this paper we describe an approach to improvement of information retrieval results for large textual databases by pre-indexing documents using bag-of-words and Named Entity Recognition. The approach was applied on a database of geological projects financed by the Republic of Serbia in the last half century. Each document within this database is described by metadata, consisting of several fields such as title, domain, keywords, abstract, geographical location and the like. A bag of words was produced from these ...... A case study for Serbian Ranka Stanković, Cvetana Krstev, Ivan Obradović, Olivera Kitanović Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Indexing of textual databases based on lexical resources: A case study for Serbian | Ranka Stanković, Cvetana Krstev ...
... Indexing of textual databases based on lexical resources: A case study for Serbian Ranka Stanković1, Cvetana Krstev2, Ivan Obradović1, and Olivera Kitanović1 1 University of Belgrade, Faculty of Mining and Geology, ranka@rgf.bg.ac.rs, ivan.obradovic@rgf.bg.ac.rs, olivera.kitanovic@rgf.bg.ac.rs 2 University ...Ranka Stanković, Cvetana Krstev, Ivan Obradović, Olivera Kitanović. "Indexing of textual databases based on lexical resources: A case study for Serbian" in Semantic Keyword-based Search on Structured Data Sources : First COST Action IC1302 International KEYSTONE Conference, IKC 2015, Coimbra, Portugal, September 8-9, 2015. Revised Selected Papers, Springer (2015). https://doi.org/10.1007/978-3-319-27932-9_15
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An Approach to Efficient Processing of Multi-Word Units
Efficient processing of Multi-Word Units in the course of development of morphological MWU dictionaries is not easy to achieve, especially when languages with complex morphological structures are concerned, such as Serbian. Manual development of this type of dictionaries is a tedious and extremely slow process. To alleviate this problem we turned to our multipurpose software tool, dubbed LeXimir, in the production of lemmas for e-dictionaries of multi-word units. In addition to that, we developed a procedure aimed at making ...... Multi-Word Units Cvetana Krstev, Ivan Obradović, Ranka Stanković, Duško Vitas Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] An Approach to Efficient Processing of Multi-Word Units | Cvetana Krstev, Ivan Obradović, Ranka Stanković, Duško Vitas | Computational Linguistics ...
... Faculty of Mining and Geology, Djušina 7, 11000 Belgrade, Serbia, e-mail: ivano@rgf.bg.ac.rs Ranka Stanković University of Belgrade — Faculty of Mining and Geology, Djušina 7, 11000 Belgrade, Serbia, e-mail: ranka@rgf.bg.ac.rs Duško Vitas University of Belgrade — Faculty of Mathematics, Studentski trg ...
... - The Repository is available at: www.dr.rgf.bg.ac.rs An Approach to Efficient Processing of Multi-Word Units Cvetana Krstev, Ivan Obradović, Ranka Stanković, and Duško Vitas Abstract Efficient processing of MWUs in the course of development of morpho- logical MWU dictionaries is not easy to ...Cvetana Krstev, Ivan Obradović, Ranka Stanković, Duško Vitas. "An Approach to Efficient Processing of Multi-Word Units" in Computational Linguistics - Applications, Studies in Computational Intelligence 458 no. 458, Berlin Heidelberg : Springer-Verlag (2013): 109-129. https://doi.org/10.1007/978-3-642-34399-5_6
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A Tel Platform Blending Academic And Entrepreneurial Knowledge
... Entrepreneurial Knowledge Ivan Obradović, Ranka Stanković, Jelena Prodanović, Olivera Kitanović Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] A Tel Platform Blending Academic And Entrepreneurial Knowledge | Ivan Obradović, Ranka Stanković, Jelena Prodanović, Olivera ...
... BLENDING ACADEMIC AND ENTREPRENEURIAL KNOWLEDGE IVAN OBRADOVIĆ University of Belgrade, Faculty of Mining and Geology, ivan.obradovic@rgf.bg.ac.rs RANKA STANKOVIĆ University of Belgrade, Faculty of Mining and Geology, ranka.stankovic@rgf.bg.ac.rs JELENA PRODANOVIĆ University of Belgrade, Faculty ...Ivan Obradović, Ranka Stanković, Jelena Prodanović, Olivera Kitanović. "A Tel Platform Blending Academic And Entrepreneurial Knowledge" in Proceedings of the The Fourth International Conference on e-Learning (eLearning-2013), September 2013, Belgrade, Serbia, Belgrade, Serbia : Belgrade Metropolitan University (2013)
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Towards a Mining Equipment Ontology
... 2023-10-14 03:28:01 Towards a Mining Equipment Ontology Ranka Stanković, Ivan Obradović, Olivera Kitanović, Ljiljana Kolonja Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Towards a Mining Equipment Ontology | Ranka Stanković, Ivan Obradović, Olivera Kitanović, Ljiljana ...
... www.dr.rgf.bg.ac.rs TOWARDS A MINING EQUIPMENT ONTOLOGY Ranka M. Stanković, Ivan Obradović, Olivera Kitanović, Ljiljana Kolonja University of Belgrade, Faculty of Mining and Geology, {ranka|ivano|olja|lily}@rgf.bg.ac.rs Summary: Comprehensive, consistent and standardized ...Ranka Stanković, Ivan Obradović, Olivera Kitanović, Ljiljana Kolonja. "Towards a Mining Equipment Ontology" in Proceedings of the 12th International Conference Research and Development in Mechanical Industry, RaDMI 2012, September 2012, Vrnjačka Banja, Serbia no. 1, Vrnjačka Banja, Serbia : SaTCIP (Scientific and Technical Center for Intellectual Property) Ltd. (2012)
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Building Terminological Resources in an e-Learning Environment
... Resources in an e-Learning Environment Ranka Stanković, Ivan Obradović, Olivera Kitanović, Ljiljana Kolonja Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Building Terminological Resources in an e-Learning Environment | Ranka Stanković, Ivan Obradović, Olivera ...
... Belgrade, Serbia BUILDING TERMINOLOGICAL RESOURCES IN AN E-LEARNING ENVIRONMENT RANKA STANKOVIĆ, IVAN OBRADOVIĆ, OLIVERA KITANOVIĆ, LJILJANA KOLONJA University of Belgrade, Faculty of Mining and Geology, {ranka|ivano|olja|lily}@rgf.bg.ac.rs Abstract: At the University of Belgrade Faculty of ...Ranka Stanković, Ivan Obradović, Olivera Kitanović, Ljiljana Kolonja. "Building Terminological Resources in an e-Learning Environment" in Proceedings of the Third International Conference on e-Learning, eLearning-2012, September 2012, Belgrade, Serbia, Belgrade : Belgrade Metropolitan University (2012)
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An aproach to Implementation of blended learning in a university setting
... university setting Ivan Obradović, Ranka Stanković, Olivera Kitanović, Jelena Prodanović Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] An aproach to Implementation of blended learning in a university setting | Ivan Obradović, Ranka Stanković, Olivera Kitanović ...
... TO IMPLEMENTATION OF BLENDED LEARNING IN A UNIVERSITY SETTING IVAN OBRADOVIĆ, RANKA STANKOVIĆ, OLIVERA KITANOVIĆ, JELENA PRODANOVIĆ, VESELIN ILIĆ University of Belgrade, Faculty of Mining and Geology, {ivano;ranka;olja;jelena.prodanovic;veselin.ilic}@rgf.bg.ac.rs Abstract: In this paper we ...Ivan Obradović, Ranka Stanković, Olivera Kitanović, Jelena Prodanović . "An aproach to Implementation of blended learning in a university setting" in Proceedings of the Second International Conference on e-Learning, eLearning 2011, September 2011, Belgrade, Serbia, Belgrade : Belgrade Metropolitan University (2011)
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Production of morphological dictionaries of multi-word units using a multipurpose tool
The development of a comprehensive morphological dictionary of multi-word units for Serbian is a very demanding task, due to the complexity of Serbian morphology. Manual production of such a dictionary proved to be extremely time-consuming. In this paper we present a procedure that automatically produces dictionary lemmas for a given list of multi-word units. To accomplish this task the procedure relies on data in e-dictionaries of Serbian simple words, which are already well developed. We also offer an evaluation ...electronic dictionary, Serbian, morphology, inflection, multi-word units, noun phrases, query expansion... using a multipurpose tool Ranka Stanković, Ivan Obradović, Cvetana Krstev, Duško Vitas Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Production of morphological dictionaries of multi-word units using a multipurpose tool | Ranka Stanković, Ivan Obradović, ...
... of morphological dictionaries of multi-word units using a multipurpose tool Ranka Stanković and Ivan Obradović University of Belgrade — Faculty of Mining and Geology, Djušina 7, 11000 Belgrade, Serbia Email: {ranka,ivano}@rgf.bg.ac.rs Cvetana Krstev University of Belgrade — Faculty of Philology ...Ranka Stanković, Ivan Obradović, Cvetana Krstev, Duško Vitas. "Production of morphological dictionaries of multi-word units using a multipurpose tool" in Proceedings of the Computational Linguistics-Applications Conference, October 2011, Jachranka, Poland, Jachranka, Poland : PTI - Polish Information Processing Society (2011)
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Geobaza za rudnike sa površinskom eksploatacijom
Tomašević Aleksandra, Stanković Ranka, Kolonja Ljiljana, Lilić Nikola. "Geobaza za rudnike sa površinskom eksploatacijom" in Zbornik radova X međunarodna konferencija o površinskoj eksploataciji - OMC , 2012, :Izdavač Jugoslovenski komitet za površinsku eksploataciju (2012): 341-351
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Upravljanje kvalitetom uglja na površinskim kopovima Tamnava
Kolonja Božo, Ignjatović Dragan, Stanković Ranka, Stevanović Dejan. "Upravljanje kvalitetom uglja na površinskim kopovima Tamnava" in MAREN - multimedijalni zbornik prezentacija, :Univerzitet u Beogradu - Rudarsko-geološki fakultet (2011)
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BPUBS: Informacioni sistem za istražne radove ugljenih basena Srbije
Gojak Zorica, Mitrović Slobodan, Stanković Ranka, Kitanović Olivera. "BPUBS: Informacioni sistem za istražne radove ugljenih basena Srbije" in Zbornik radova V međunarodne konferencije UGALJ 2011, :Jugoslovenski komitete za površinsku eksploataciju (2011): 66-73
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Development Of The Serbian Geological Resources Portal
... The Serbian Geological Resources Portal Ranka Stanković, Jelena Prodanović, Olivera Kitanović, Velizar Nikolić Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Development Of The Serbian Geological Resources Portal | Ranka Stanković, Jelena Prodanović, Olivera ...
... help avoid duplicated efforts, inconsistencies, delays, confusion, and a waste of resources. Development of the Serbian Geological Resources Portal RANKA STANKOVIĆ1, JELENA PRODANOVIĆ1, OLIVERA KITANOVIĆ1 & VELIZAR NIKOLIĆ2 Abstract. The Geological information system of Serbia (GeolISS) represents a ...
... Societes Proceedings 61–65 BELGRADE, 14–18 September 2011 1 University of Belgrade - Faculty of Mining and Geology, Đušina 7, 11000 Belgrade. E-mails: ranka@rgf.bg.ac.rs; jelena.prodanovic@rgf.bg.ac.rs; olja@rgf.bg.ac.rs . 2 Ministry of the Environment, Mining and Spatial Planning, Omladinskih brigada 1 ...Ranka Stanković, Jelena Prodanović, Olivera Kitanović, Velizar Nikolić. "Development Of The Serbian Geological Resources Portal" in Proceedings of the 17th Meeting of the Association of European Geological Societies, Belgrade, Serbia : The Serbian Geological Society (2011)
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Procena uticaja buke i prašine na površinskim kopovima lignita u cilju upravljanja kvalitetom životne sredine
Lilić Nikola, Cvjetić Aleksandar, Kolonja Ljiljana, Stanković Ranka. "Procena uticaja buke i prašine na površinskim kopovima lignita u cilju upravljanja kvalitetom životne sredine" in X Međunarodni simpozijum , Mehanizacija i automatizacija u rudarstvu i energetika, MAREN 2012, :Univerzitet u Beogradu - Rudarsko-geološki fakultet (2012)
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E-Connecting Balkan Languages
In this paper we present a versatile language processing tool that can be successfully used for many Balkan languages. This tool relies for its work on several sophisticated textual and lexical resources that were developed for most of Balkan languages. These resources are based on several de facto standards in natural language processing.... 03:28:46 E-Connecting Balkan Languages Cvetana Krstev, Ranka Stanković, Duško Vitas, Svetla Koeva Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] E-Connecting Balkan Languages | Cvetana Krstev, Ranka Stanković, Duško Vitas, Svetla Koeva | Proceedings of the ...
... Balkan Languages Cvetana Krstev Faculty of Philology University of Belgrade cvetana@matf.bg.ac.rs Ranka Stanković Faculty of Mining and Geology University of Belgrade ranka@rgf.bg.ac.rs Duško Vitas Faculty of Mathematics University of Belgrade vitas@matf.bg.ac.rs Svetla ...Cvetana Krstev, Ranka Stanković, Duško Vitas, Svetla Koeva. "E-Connecting Balkan Languages" in Proceedings of the Workshop Workshop on Multilingual resources, technologies and evaluation for Central and Eastern European Languages, 17 September 2009, eds. C. Vertan, S. Piperidis, E. Paskaleva and Milena Slavcheva, Borovets, Bulgaria : Association for Computational Linguistics Stroudsburg, PA, USA (2009)
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A bilingual digital library for academic and entrepreneurial knowledge management
A generic knowledge management process of organization, storage and retrieval of knowledge can suitably be fitted in a digital library. In the digital and knowledge age digital libraries can be used in knowledge management to handle intellectual assets and support knowledge creation. A multilingual digital library either stores content in more than one language or provides multilingual query access to monolingual content. In Serbia 18 of 308 scientific journals regularly published are bi-lingual, with papers simultaneously being in English ...... rial knowledge management Ranka Stanković, Cvetana Krstev, Biljana Lazić, Dalibor Vorkapić Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] A bilingual digital library for academic and entrepreneurial knowledge management | Ranka Stanković, Cvetana Krstev, ...
... ac.rs A bilingual digital library for academic and entrepreneurial knowledge management Ranka Stanković * Faculty of Mining and Geology University of Belgrade Đušina 7, 11000 Belgrade, Serbia E-mail: ranka.stankovic@rgf.bg.ac.rs Cvetana ...
... names field. The example in Figure 4 shows how the system retrieves all articles from all collections published in 2012 or 2014, whose authors are “Ranka” or “Cvetana” and the result is presented in English. 13 ...Ranka Stanković, Cvetana Krstev, Biljana Lazić, Dalibor Vorkapić. "A bilingual digital library for academic and entrepreneurial knowledge management" in Proceeding of 10th International Forum on Knowledge Asset Dynamics — IFKAD 2015: Culture, Innovation and Entrepreneurship: connecting the knowledge dots, Bari, Italy, 10-12 June 2015, Bari : IFKAD (2015)
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Formative evaluation of e-learning projects with the logical framework approach
... Giovani Schiuma, Ivan Obradović, Ranka Stanković Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Formative evaluation of e-learning projects with the logical framework approach | Roberto Linzalone, Giovani Schiuma, Ivan Obradović, Ranka Stanković | The Sixth International ...
... della Basilicata, giovanni.schiuma@unibas.it IVAN OBRADOVIĆ University of Belgrade, Faculty of Mining and Geology, ivan.obradovic@rgf.bg.ac.rs RANKA STANKOVIĆ, University of Belgrade, Faculty of Mining and Geology, ranka.stankovic@rgf.bg.ac.rs Abstract: Evaluation of E-learning projects is ...Roberto Linzalone, Giovani Schiuma, Ivan Obradović, Ranka Stanković. "Formative evaluation of e-learning projects with the logical framework approach" in The Sixth International Conference on e-Learning (eLearning-2015), September 2015, Belgrade, Serbia, Belgrade Metropolitan Univesity (2015)