Претрага
295 items
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Public participation as an element of a mineral deposit safeguarding system – international experiences
angažovanje zajednice, javne konsultacije, administrativne procedure, zaštita ležišta mineralnih sirovina, društvena licenca za radAlicja Kot-Niewiadomska, Vladimir Simić, Michael Tost, Linda Wårell. "Public participation as an element of a mineral deposit safeguarding system – international experiences" in Gospodarka Surowcami Mineralnymi – Mineral Resources Management (2022). https://doi.org/10.24425/gsm.2022.143626
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Steel Arch Support Deformations Forecast Model Based on Grey–Stochastic Simulation and Autoregressive Process
Relatively large deformations of the steel arch support in underground coal mines in the Republic of Serbia present one of the main problems for achieving the planned production of coal. Monitoring of the critical sections of the steel arch support in the underground roadways is necessary to gather quality data for the development of a forecasting model. With a new generation of 3D laser scanners that can be used in potentially explosive environments (ATEX), deformation monitoring is facilitated, while ...čelična podgrada, prognoza deformacija, vremenske serije, grey-stohastička simulacija, autoregresija, podzemni rudnik ugljaLuka Crnogorac, Suzana Lutovac, Rade Tokalić, Miloš Gligorić, Zoran Gligorić. "Steel Arch Support Deformations Forecast Model Based on Grey–Stochastic Simulation and Autoregressive Process" in Applied Sciences, MDPI AG (2023). https://doi.org/10.3390/app13074559
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Application of VIКOR method in the selection of an optimal splution of excavation “Borska Reka” ore deposit
Sanja Bajić, Dragoljub Bajić, Branko Glušćević, Radmila Gaćina. "Application of VIКOR method in the selection of an optimal splution of excavation “Borska Reka” ore deposit" in 9th International Conference Mining and Environmental protection MEP, 24 – 27 May 2023, Sokobanja, Serbia , Belgrade : University of Belgrade-Faculty of mining and geology (2023)
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Validation of vulnerability assessment by means of the Time Dependent, Model: case study from the Slovenian karst catchment
Groundwater vulnerability assessment methods are continuously being developed and existing methods are very often modified to provide better simulation of natural protection conditions and more objective results. Most frequently used methods are based on calculation of predefined parameters influencing water infiltration and underground flow, which can often lead to bias conclusions related to vulnerability evaluations. Some other methods, like the Time Dependent Model (TDM) are based on an approach, where parametrization is obtained at the final stage of the ...Ocena ranjivosti podzemnih voda, karstne podzemne vode, TDM metoda, delineacija sanitarnih zona, Slovenački karstVladimir Živanović, Nataša Ravbar, Igor Jemcov. "Validation of vulnerability assessment by means of the Time Dependent, Model: case study from the Slovenian karst catchment" in Proceedings of IAH2019, the 46th Annual Congress of the International Associaton of Hydrogeologists, Málaga (Spain), September 22-27, 2019, International Association of Hydrogeologists (IAH) (2019)
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Influence of paleoenvironmental conditions on distribution and relative abundance of saturated and aromatic hydrocarbons in sediments from the NW part of the Toplica basin, Serbia
Nikola Burazer, Aleksandra Šajnović, Nebojša Vasić, Milica Kašanin-Grubin, Dragana Životić, João Graciano Mendonça Filho, Predrag Vulić, Branimir Jovančićević (2020)Nikola Burazer, Aleksandra Šajnović, Nebojša Vasić, Milica Kašanin-Grubin, Dragana Životić, João Graciano Mendonça Filho, Predrag Vulić, Branimir Jovančićević. "Influence of paleoenvironmental conditions on distribution and relative abundance of saturated and aromatic hydrocarbons in sediments from the NW part of the Toplica basin, Serbia" in Marine and Petroleum Geology, Elsevier BV (2020). https://doi.org/10.1016/j.marpetgeo.2020.104252
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A Twitter Corpus and Lexicon for Abusive Speech Detection in Serbian
Uvredljivi govor na društvenim medijima, uključujući psovke, pogrdni govor i govor mržnje, dostigao je nivo pandemije. Sistem koji bi bio u stanju da detektuje takve tekstove mogao bi da pomogne da internet i društveni mediji postanu bolji virtuelni prostor sa više poštovanja. Istraživanja i komercijalna primena u ovoj oblasti do sada su bili fokusirani uglavnom na engleski jezik. Ovaj rad predstavlja rad na izgradnji AbCoSER-a, prvog korpusa uvredljivog govora na srpskom jeziku. Korpus se sastoji od 6.436 ručno označenih ...... 1621–1622, 2013. 22 Biljana Lazić and Mihailo Škorić. From DELA based dictionary to Leximirka lexical database. Infotheca Ű Journal for Digital Humanities, 19(2):81–98, 2020. doi:10.18485/infotheca. 2019.19.2.4. 23 Nikola Ljubešić, Darja Fišer, and Tomaž Erjavec. The FRENK datasets of socially unacceptable ...
... primary goal was to investigate abusive speech and its sub-categories, as well as to explore the possibility of distinguishing them, we decided to define a hierarchical two-layer annotation scheme and categories, which is similar to one developed by Nobata et al. [25] and in adherence to the annotation ...
... social networks, to chats on real-time games [37]. Users are usually expected to report abusive speech, and then the site or social network moderators manually review the report. More advanced platforms use systems with regular expressions and “black” lists of words and expressions, to catch abusive language ...Danka Jokić, Ranka Stanković, Cvetana Krstev, Branislava Šandrih. "A Twitter Corpus and Lexicon for Abusive Speech Detection in Serbian" in 3rd Conference on Language, Data and Knowledge (LDK 2021), MDPI AG (2021). https://doi.org/10.4230/OASIcs.LDK.2021.13
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The Karavansalija Mineralized Center at the Rogozna Mountains in SW Serbia: Magma Evolution and Time Relationship of Intrusive Events and Skarn Au ± Cu–Pb–Zn Mineralization
rudna ležišta, egzo-endoskarn, CA-U/Pb TIMS datiranje, Balkansko poluostrvo, magmatizam, kraktorajni magmatizamJ. Hoerler, Albrecht von Quadt, R. Burkhard, Irena Peytcheva, Vladica Cvetković, T. Baker . "The Karavansalija Mineralized Center at the Rogozna Mountains in SW Serbia: Magma Evolution and Time Relationship of Intrusive Events and Skarn Au ± Cu–Pb–Zn Mineralization" in Frontiers in Earth Sciences, Frontiers (2022). https://doi.org/10.3389/feart.2021.798701
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Hronološki pregled razvoja površinske eksploatacije lignita u Srbiji
U ovom preglednom radu dat je istorijski pregled razvoja površinske eksploatacije lignita na teritoriji Srbije, uz kratak osvrt na geološki nastanak i kvalitet i rezerve uglja, kao i mogućnosti korišćenja za dalju upotrebu. Kolubarski, Kostolački i Kovinski ugljeni baseni lignita u Srbiji, ne računajući Kosovsko-Metohijski i Drenički u sastavu AP Kosovo i Metohija po Rezoluciji 1244 UN, su ležišta najrasprostranjenijeg uglja - lignita u Srbiji koji se eksploatiše od druge polovine 20. veka na velikom broju površinskih kopova ...Bojan Dimitrijević, Radmila Gaćina, Bogoljub Vučković. "Hronološki pregled razvoja površinske eksploatacije lignita u Srbiji" in XI Međunarodna konferencija ugalj i kritični mineral CCM 2023, Zlatibor, 11-14. oktobar 2023., Beograd : Jugoslovenski komitet za površinsku eksploataciju (2023)
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BEYOND 2020 - Geology explorations and open pit activities affectation in reclamation designing in Kolubara Coal Mines (KCM) Serbia, new considerations
Geology explorations in KCM runs from 1936. year up to these days and still ongoing. Results in >7,200 drill holes with ≈600,000 m of core drilling and gave lignite ore resources of > 4,1Bt, which 1,15Bt are excavated since 1986. of XIX up to early years of XXI century. For further mining operations in open pits stay 1,5Bt of lignite. Under waste heaps are ≈80 km2, additional 85 km2 should be filled. All of that masses/areas were, are ...Bojan Dimitrijević, Bogoljub Vučković, Radmila Gaćina. "BEYOND 2020 - Geology explorations and open pit activities affectation in reclamation designing in Kolubara Coal Mines (KCM) Serbia, new considerations" in 17th International Conference of the open and underwater mining of minerals, Sts. Constantine and Helena Resort, Varna, 18-22 September, Bulgaria, Sofia, Bulgaria : Scientific and Technical Union of Mining, Geology and Metallurgy, (2023)
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Univerzitet u Beogradu Rudarsko-geološki fakultet Master rad Modeliranje disperzije prašine u životnoj sredini u fazi proširenja P.K. Veliki Krivelj
Magdalena Milanović (2024)Modeliranje disperzije zagađenja životne sredine predstavlja proces u kom se korišćenjem matematičkih modela vrši simulacija širenja i raspodele zagađenja u životnoj sredini, koje nastaje određenim aktivnostima. Modeliranje nam pomaže da predvidimo zagađenja koja dobijamo planiranim aktivnostima u zemljištu, vodi i/ili atmosferi određene regije, kako bi na vreme preduzeli odgovarajuće preventivne mere kojim se smanjuje ili upotpunosti eminiše uticaj na životnu sredinu i zdravlje ljudi. Glavni zadatak ovog rada je procena uticaja, projekta proširenja kopa Veliki Krivelj, na kvalitet vazduha. Rezultati koji ...Modeliranje disperzije zagađenja životne sredine, površinski kop Veliki Krivelj, AERMOD, zagađenje vazduha, disperzija prašine... disperzije prašine u životnoj sredini u fazi proširenja P.K. Veliki Krivelj Mentor: Kandidat: Prof. dr Nikola Lilić Magdalena Milanović, R517/23 Beograd, 2024. Komisija: 1. prof. dr Nikola Lilić, mentor Rudarsko-geološki fakultet, Beograd 2. prof. dr Aleksandar CvJetić, član Rudarsko-geološki ...
... januara 2013. godine, s tim da se granica tolerancije od 1. Januara 2015. godine i svakih 12 meseci nakon toga smanjuje na Jednake godišnje postotke da bi se do 1. januara 2021. godine došlo do 0%) 5 ag/mš (20 % od granične vrednosti) 1. januara 2013. godine, s tim da se granica tolerancije ...
... svakih 12 meseci nakon toga smanjuje na Jednake godišnje postotke da bi se do 1. januara 2021. godine došlo do 0%) 6 ug/m* (60 % od granične vrednosti) 1. januara 2013. godine, s tim da se granica tolerancije od 1. Januara 2015. godine i svakih 12 meseci nakon toga smanjuje na Jednake ...Magdalena Milanović. Univerzitet u Beogradu Rudarsko-geološki fakultet Master rad Modeliranje disperzije prašine u životnoj sredini u fazi proširenja P.K. Veliki Krivelj, 2024
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Отпад из процеса сагоревања угља као сировина за добијање елемената ретких земаља
Бојан Земљак (2024)Због великог броја индустрија у којима се користе ови ресурси, глобална економија се у великој мери ослања на елементе ретких земаља. Елементи ретких земаља су есенцијална сировина — материјал за развој савремених технологија, али у односу на њихову огромну потражњу, њихово вађење је ограничено и повезано је са значајним утицајима на животну средину. Због њихове ограничене доступности, проблема који се јављају при процесима експлоатације, све више и више земаља почиње да тражи повољније могућности вађења елемената [REE] из секундарних ...... mpana Hukoana Tecana. Hsaop: Cnuka je 6una 0oocmynna 02.12.2023. y 18:29 uacosa na uhmepnem cmpanuuyu: https://www.gradnja.rs/termoelektrana-nikola-tesla-ce-od-otpada-praviti-gradjevinski-gips/ IIpBe crymMje omopaBka eMeMeHara |[REE] a nereher mnemema yrJba dQokycupamne cy ce Ha craKJeHy (pa3y ...
... pana Hukonna Tecnna. Hsiaop: Canuka je Ouna Oocmynua 02.12.2023. y 18:29 uacosa a umnmepnem cmpaHuuyu: https://www.gradnja.rs/termoelektrana-nikola-tesla-ce-od-otpada-praviti-gradjevinski-gips/ Cauka 22. IJenenuuume y Kocmoanuy. Hsiaop: Canuka je Ouna Oocmynua 02.12.2023. y 18:34 uacosa a umnmepnem ...
... owe the greatest gratitude to Prof: dr. Ivica Ristović, who made it possible for me to be a part of this project, I would also like to thank the scientific researcher Emilija Širadović, who gave me all the advice and help in preparing this thesis. Finally, I would like to thank my family and my girlfriend ...Бојан Земљак. Отпад из процеса сагоревања угља као сировина за добијање елемената ретких земаља, 2024
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Heavy metals in lignite and soil of Kostolac-Kovin coal basin, eastern Serbia - comparative analysis with selected cities in Serbia, region, Europe and world
Bogoljub Vučković, Bojan Dimitrijević (2023)The Kostolac-Kovin coal basin with an area of 320 km2, with 5 separate layers of coal and with a total of about 5.7 Bt of geological resources and reserves represents an exceptional potential for coal production in Serbia. The coal resources listed in this way are not fully exploitable, but they represent potential for consideration. In this paper, we deal with the geochemical characteristics of coal seams and perform a comparative analysis of coal affectation on the environment. With ...... that area (figure 1 and 2). Itis divided into two parts by the Danube - to the south is the Kostolac Basin, and to the north ofthe Danube is the Kovin Basin (Figure 2). Geological explorations began in 1941 and continues to this day. In total, 3,200 boreholes were drilled in 80 years, i.e. 275,000 ...
... SEDIMENTS AND SOIL IN THE BASIN AREA Numerous analyzes were taken to determine the quality of lignite, as well as numerous others for geotechnical and hydrogeological purposes. In the last ten years, special attention has been paid to the ecological characteristics of lignite, and the contents of HM ...
... at all levels, starting from the surface of the terrain to those in the deepest levels. This speaks in favor of the fact that the geochemical conditions during deposition, and subsequently diagenesis of coal, were different for coal compared to sediments. That is, the plant matter that formed the coal ...Bogoljub Vučković, Bojan Dimitrijević. "Heavy metals in lignite and soil of Kostolac-Kovin coal basin, eastern Serbia - comparative analysis with selected cities in Serbia, region, Europe and world" in 9th International Conference Mining and Environmental Protection, 24–27. May 2023, Sokobanja, Beograd : Univerzitet u Beogradu, Rudarsko-geološki fakultet (2023)
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An Italian-Serbian Sentence Aligned Parallel Literary Corpus
This article presents the construction and relevance of an Italian-Serbian sentence-aligned parallel corpus, delving into the aligned sentences in order to facilitate effective translation between the two languages. The parallel corpus serves as a valuable resource for language experts, researchers, and language enthusiasts, fostering a deeper understanding of linguistic nuances and cultural expressions. By bridging the gap between Serbian and Italian, this corpus opens new avenues for cross-cultural communication and collaboration, and ultimately contributes to the improvement of language-related ...Saša Moderc, Ranka Stanković, Aleksandra Tomašević, Mihailo Škorić. "An Italian-Serbian Sentence Aligned Parallel Literary Corpus" in Review of the National Center for Digitization, Belgrade : Faculty of Mathematics, University of Belgrade (2023). https://doi.org/10.5281/zenodo.11203388
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Modeliranje sistema upravljanja zaštitom životne sredine u rudarsko-energetskim kompleksima
Jelena R. Malenović - Nikolić (2016-07-12)Efikasnost funkcionisanja sistema upravljanja zaštitom životne sredine u rudarskoenergetskimkompleksima zavisi od stepena sprovođenja usvojene politike zaštiteživotne sredine i primene preventivnih mera zaštite životne sredine. Nedostatakfinansijskih sredstava za unapređivanje tehnologije eksploatacije, transporta, pripreme iprerade energetskih mineralnih sirovina u našim rudarsko-energetskim kompleksima,negativno utiče na ostvarivanje ciljeva zaštite životne sredine, a posledice radnihaktivnosti rudarsko-energetskih kompleksa dovode do smanjenja nivoa kvalitetavazduha, vode i zemljišta...rudarsko-energetski kompleks, životna sredina, sistem upravljanja,višekriterijumsko odlučivanje, modeliranje... životne sredine i upoređivanje vrednosti koncentracija emitovanih zagađujućih materija u vazdušnu sredinu, iz termoelektrana TE „Kostolac“, TE „Nikola Tesla“, TE „Kolubara“ i TE „Morava“, predstavlja mogućnost da se na osnovu vrednosti indikatora životne sredine i energetske efikasnosti, predvide neželjeni ...
... Tomanec R., Tanić S., Vakanjac B., Karakterizacija EFP iz TES “Nikola Tesla”, Obrenovac, Srbija, IV međunarodni simpozijum Rudarstva i zaštite životne sredine, MER03, Vrdnik, 2003 187. Jančić,V., Cvijanović,P., Deponija pepela i šljake JP TE “Kostolac”, položaj, formiranje, eksploatacija, uticaj na ...
... okoline, Energetska efikasnost u energetici, Herceg Novi, 2004 183 97. Kosić D., Dilberović D., Kontrola kvaliteta vazduha u okolini TE “Nikola Tesla” Obrenovac od 1990. do 2001. godine, Međunarodna konferencija-Upravljanje zaštitom životne sredine u Elektroprivredi, ELEKTRA II, Tara, 2002 ...Jelena R. Malenović - Nikolić. "Modeliranje sistema upravljanja zaštitom životne sredine u rudarsko-energetskim kompleksima" in Универзитет у Београду, Универзитет у Београду, Рударско-геолошки факултет (2016-07-12)
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Отварање и припрема лежишта за примену коморно-стубних метода откопавања
Никола Станишић (2024)Циљ мастер рада је да кроз теоријски преглед и практични пример, прикаже процес отварања и припреме лежишта за примену коморно-стубне методе окопавања. Предмет рада је мало лежиште олово-цинкане руде, а од варијација коморно-стубних метода откопавања, изабрана је коморно-стубна метода етажног откопавања са откопавањем одoздо на доле. Рад се бави темама одабира и описа начина отварања и припреме лежишта, методама откопавања, технологијом израде просторија и откопавања лежишта, организацијом рада и проценом трошкова и економичности експлоатације.... припрема лежишта за примену коморно-стубних метода откопавања Никола Станишић Дигитални репозиторијум Рударско-геолошког факултета Универзитета у Београду [ДР РГФ] Отварање и припрема лежишта за примену коморно-стубних метода откопавања | Никола Станишић | | 2024 | | http://dr.rgf.bg.ac.rs/s/repo/it ...
... HeCTaOHJIHHM 3OHaMa. 29 5. H3BOP METOJIE OTKOINHABAIbA TeHepajiHo ce MeTOJIĆ OTKOHaBaMĐba y THIOJ3ČMHOJ eKcOaTanjH JexuHm•Ta MHHCPaJIHHX CHpOBHHa JČJ Cc Ha TpH Tpyme, a TO Cy: MeTOJIĆ OTBOpeHHX OTKONa (KOMOpHO-CTyOHe MeTOJIĆ), MeTOJIĆ OTKOHaBaMba Ca 3acHIlaBaEbeM OTKOIIaHOT IIpOcTOpa H MeTOJIĆ ...
... y/laJbeHOCTH OJI IIOBpITHHC TepeHa, a KOJI JIeKHmirTa Ha BHIIe MecTa ce JlenraBa Jla je Ta y,{AaJbeHOCT JIOOpHM JIeJIOM caMa py/a H Ty HacTajy noJarHu ryOHnu. Jonrt jenHa cTBap ce JaBJba Kao IIipo0JIeM, a TO je a cy eraxke IipojeKTOBaHe a Oy)ly XOpH3OHTAaJIHe, JIOK py}IHO TEJIO JIOKAJIHO 34aJIe)KC ...Никола Станишић . Отварање и припрема лежишта за примену коморно-стубних метода откопавања, 2024
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Споменица 1991. – 2015. година: 135 година геологије и 70 година рударства на Универзитету у Београду
... Continuous Real-Time Monitoring Systems in Safety Assurance of Significant Structures (Proceedings Paper). Strojarstvo, vol. 52, br. 4, str. 449–458. RISTOVIC I., BORISAVLJEVIC A., 2010: New Technology for Prevention of Eolian Erosion of Ash on the Ash Disposals in Power Plant Nikola Tesla in Serbia. ...
... Н. Лилић, Р. Бизјак 135. Леонтијевић Д. Марко 19.03.2010. Могућности хомогенизације угља у систему ПК "Тамнава" - Термоелектрана "Никола Тесла Б" коришћењем расположивих ресурса ПМС Д. Кнежевић Б. Колоња, С. Деушић, Д. Игњатовић, Ж. Секулић 136. Дрљевић М. Надица 09.06 ...
... , Б. Антић 189. Јовановић М. Наташа 24.12.2008. Синтеза портланд - цементног клинкера са електрофилтерским пепелом термоелектране "Никола Тесла" Мин. инд. прод. М. Логар А. Росић, Д. Бабич, В. Похарц - Логар, М. Комљенић 2. НАСТАВНА ДЕЛАТНОСТ НА ФАКУЛТЕТУ У ПЕРИОДУ 1991. – 2015 ...главни и одговорни уредник Душан Поломчић. Споменица 1991. – 2015. година: 135 година геологије и 70 година рударства на Универзитету у Београду, Београд : Универзитет у Београду, Рударско-геолошки факултет, 2016
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Rezultati ispitivanja parametara čvrstoće i dinamičkih svojstava mermera i mogućnost njihove korelacije
Ispitivanja stena kao radne sredine, odnosno materijala sa kojim se gradi, na kome se gradi i u kome se gradi, svojom složenošću zahteva njeno svestrano izučavanje po velikom broju parametara. Zadatak Mehanike stena je da što bolje upozna ponašanje stenske mase i njenu otpornost na dejstvo pritiska, zatezanja i smicanja, kao i dinamičkih svojstava. Poznavanje navedenih parametara i njihova korelacija omogućavaju pouzdaniji izbor parametara za projektovanje danas sve zahtevnijih uslova kako podzemne, tako i površinske eksploatacije. U ovom radu ...mermer, jednoosna čvrstoća na pritisak, čvrstoća na istezanje, brzina longitudinalnih elastičnih talasa, korelacijaJelena Majstorović-Necković, Vladimir Čebašek, Veljko Rupar. "Rezultati ispitivanja parametara čvrstoće i dinamičkih svojstava mermera i mogućnost njihove korelacije" in 11. Međunarodna konferencija “Ugalj i kritični materijali" CCM 2023, Zlatibor, 11-14. oktobar 2023., Beograd : Jugoslovenski komitet za površinsku eksploataciju (2023)
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Multiword Expressions between the Corpus and the Lexicon: Universality, Idiosyncrasy and the Lexicon-Corpus Interface
Verginica Barbu Mititelu, Voula Giouli, Kilian Evang, Daniel Zeman, Petya Osenova, Carole Tiberius, Simon Krek, Stella Markantonatou, Ivelina Stoyanova, Ranka Stankovic, Christian Chiarcos (2024)Predstavljamo trenutne aktivnosti na definisanju interfejsa leksikona i korpusa koji će služiti kao referenca u prikazu polileksemskih jedinica - višečlanih izraza - (različitih tipova - imenskih, glagolskih, itd.) u specijalizovanim leksikonima i povezivanju ovih unosa sa njihovim pojavljivanjima u korpusima. Konačni cilj je korišćenje ovakvih resursa za automatsko identifikovanje višečlanih izraza u tekstu. Uključivanje nekoliko prirodnih jezika ima za cilj univerzalnost rešenja koje nije usredsređeno na određeni jezik, kao i prilagođavanje idiosinkrazijama. Raspravljaju se izazovi u leksikografskom opisu višerečnih ...Verginica Barbu Mititelu, Voula Giouli, Kilian Evang, Daniel Zeman, Petya Osenova, Carole Tiberius, Simon Krek, Stella Markantonatou, Ivelina Stoyanova, Ranka Stankovic, Christian Chiarcos. "Multiword Expressions between the Corpus and the Lexicon: Universality, Idiosyncrasy and the Lexicon-Corpus Interface" in Proceedings of the Joint Workshop on Multiword Expressions and Universal Dependencies (MWE-UD) @ LREC-COLING 2024, Turin, May 25, 2024, ELRA and ICCL (2024)
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Serbian NER&Beyond: The Archaic and the Modern Intertwinned
U ovom radu predstavljamo srpski književni korpus koji se razvija pod okriljem COST Akcije „Distant Reading for European Literary History” CA16204. Koristeći ovaj korpus romana napisanih pre više od jednog veka, razvili smo i učinili javno dostupnim Sistem za prepoznavanje imenovanih entiteta (NER) obučen da prepozna 7 različitih tipova imenovanih entiteta, sa konvolucionom neuronskom mrežom (CNN), koja ima F1 rezultat od ≈91% na test skupu podataka. Ovaj model je dalje ocenjen na posebnom skupu podataka za evaluaciju. Završavamo poređenje ...... does not perform so well on un- seen texts. In order to understand the reasons for that, we observed each and single case in isolation, which brought us to certain findings. SrpCNNER performed rather well in re- cognizing personal names (e.g. Ana, Nikola, Gavra Đaković, Ismail), roles and titles (e.g. car ...
... newspaper and similar te- xts, there were some endeavours to produce functional systems for literary texts as well. Enrichment of French Renaissance texts with proper names (Maurel et al., 2014) faced two challenges: text diversity due to various spel- lings of words, and need to deal with numerous XML-TEI ...
... training of the NER model SrpCNNER, followed by a detailed evaluation. Web users can naviga- te to http://ner.jerteh.rs/ in order to apply the SrpCNNER model directly on input text. The model can also be applied to a custom- size collection of text files using the previously mentioned NER&Beyond web platform ...Branislava Šandrih Todorović, Cvetana Krstev, Ranka Stanković, Milica Ikonić Nešić. "Serbian NER&Beyond: The Archaic and the Modern Intertwinned" in Proceedings of the Conference Recent Advances in Natural Language Processing - Deep Learning for Natural Language Processing Methods and Applications, INCOMA Ltd. Shoumen, BULGARIA (2021). https://doi.org/10.26615/978-954-452-072-4_141
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Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names
In this paper we present a rule- and lexicon-based system for the recognition of Named Entities (NE) in Serbian news paper texts that was used to prepare a gold standard annotated with personal names. It was further used to prepare training sets for four different levels of annota tion, which were further used to train two Named Entity Recognition (NER) sys tems: Stanford and spaCy. All obtained models, together with a rule- and lexicon based system were evaluated on ...... able results. To the best of our knowledge, STANFORD NER and SPACY NER were used for the first time for the recognition of personal names in Serbian texts. Ljubešić et al. (2013) used STANFORD NER to build models for Croatian and Slovene. When they used distributional similarity to improve re- sults ...
... Future Work For the upcoming research, we plan to apply the procedure we used for personal names to other NE classes (organization, location, event, tempo- ral, quantitative, etc) and to experiment with other ML NER methods and tools with an ultimate goal to produce a successful hybrid system. The im- portant ...
... of Named Entities (NE) in Serbian news- paper texts that was used to prepare a gold standard annotated with personal names. It was further used to prepare training sets for four different levels of annota- tion, which were further used to train two Named Entity Recognition (NER) sys- tems: Stanford and ...Branislava Šandrih, Cvetana Krstev, Ranka Stanković. "Development and Evaluation of Three Named Entity Recognition Systems for Serbian - The Case of Personal Names" in Proceedings - Natural Language Processing in a Deep Learning World, Incoma Ltd., Shoumen, Bulgaria (2019). https://doi.org/10.26615/978-954-452-056-4_122