Претрага

Упит dcterms_subject_txt:multiple-criteria decision making

291 items

  • An aproach to Implementation of blended learning in a university setting

    Ivan Obradović, Ranka Stanković, Olivera Kitanović, Jelena Prodanović (2011)
    ... for this platform, as well as workshops related to exchange of experience in initial application of this e-learning support system. Hence, a decision was made to introduce Moodle to the already existent blended learning system at FMG. Moodle is a free and open source (published under the ...
    ... Moodle. This is how the Moodle InfoTeh course was created encompassing course material for several postgraduate courses: Databases, Intelligent decision support systems, Information system design, and GIS (Geographic Information System) technologies. InfoTech course material is hence not organized ...
    ... benefit a student who needs to learn new concepts. The model allows domain expertise to be shared, and can be used as a framework for integrating multiple tutors on the web. Given that a Serbian thesaurus of geological terms is already developed (http://geoliss.ekoplan.gov.rs/term) and that it ...

  • Medical Domain Document Classification via Extraction of Taxonomy Concepts from MeSH Ontology

    Mihailo Škorić, Mauro Dragoni (2019)
    This paper is a result of a task that was presented to attendants of Keyword Search in Big Linked Data summer school, that was organized by Vienna University of Technology, under the Keystone COST action in the summer of 2017. It presents a specific approach to the classification via creation of minimal document surrogates based on the US National medical library’s MeSH ontology, which is derived from the Medical Subject Headings thesaurus. In a series of previously classified medically ...
    document classification, MeSH, ontology, information extraction
    ... 0057 0.0648 0.0103 Table 2. Тest sets used for classification and their results. Experiments were performed on documents from the TREC Clinical Decision Support 2016 set.11 The aim was to classify documents based on terms that denote concepts in the MESH ontology and that appear in those documents ...
    ... used in the evaluation was manually conducted by an expert team. The usual metrics of average mean precision, recal12 and F-measure 11 TREC Clinical Decision Support 2016 (on-line) 12 Relevant documents not included in the ranking were taken as false negatives. Infotheca Vol. 19, No. 1, September 2019 ...
    ... ordinary text classifiers, to determine the appropriate concept (‘K-Nearest Neighbor’ classifier); – Hybrid and hand-refined systems that combine multiple approaches – ‘Hybrid’ classifiers. In both papers, it was concluded that the K-Nearest Neighbor Classifier (KNN) produces the best results, but ...

  • Uticaj proširenja nuklearne elektrane “Pakš” (Mađarska) na resurse podzemnih voda u Vojvodini

    Bojan Hajdin, Dušan Polomčić (2016)
    ... The current decision of the neighbouring Republic of Hungary to enlarge the capacities of the existing nuclear power plant „Paks“, located on the Danube river, by two new reactors, poses a significant issue which requires extensive assessment of all aspects of the impact of such a decision on the enviroment ...

  • Part of Speech Tagging for Serbian language using Natural Language Toolkit

    Ranka Stanković, Boro Milovanović (2020)
    Dok se razvijaju složeni algoritmi za NLP (obrada prirodnog jezika), osnovni zadaci kao što je označavanje ostaju veoma važni i još uvek izazovni. NLTK (Natural Language Toolkit) je moćna Python biblioteka za razvoj programa zasnovanih na NLP-u. Pokušavamo da iskoristimo ovu biblioteku za kreiranje PoS (vrsta reči) oznake za savremeni srpski jezik. Jedanaest različitih modela je kreirano korišćenjem NLTK API-ja za označavanje. Najbolji modeli se transformišu sa Brill tagerom da bi se poboljšala tačnost. Obučili smo modele na označenom ...
    obrada prirodnog jezika, mašinsko učenje, neuronske mreže
    ... tagger. The taggers can be created in multiple ways. In this paper, we will create a tagger for Serbian with a help of a Python library NLTK (Natural Language Toolkit). Besides just exposing more than 50 corpora and lexical resources, NLTK is used for making programs that handle human language data ...
    ... data, ranging from tokenization to semantic reasoning. NLTK API makes it possible to create multiple standalone tagger models as well as to combine them. We are going to try and test every model available in the version 3.5 released in March 2020. Having a plethora of different algorithms makes this ...
    ... NLTK and will be used for training one of the taggers. Introducing the dataset and the tagset will be done in the Section 2. The creation of multiple taggers is presented in Section 3. The results will be shown in Section 4 and briefly discussed in Section 5. We will conclude with Section 6. ...

  • Prognoza operativne efikasnosti aktivnog podzemnog rudnika zasnovana na teoriji sivih sistema

    Svetlana M. Štrbac-Savić (2016-06-10)
    Efikasnost predstavlja preduslov za opstanak svake rudarske kompanije, posebno u uslovima izuzetno konkurentnog trţišnog okruţenja kao što je to rudarska industrija. Efikasnost oznaĉava sposobnost kompanije da ispuni svoje kratkoroĉne ili dugoroĉne ciljeve. Operativna efikasnost se definiše kao odnos izmeĊu ulaznih parametara potrebnih za odvijanje proizvodnje i pokazatelja dobijenih proizvodnjom. U kontekstu rudarskog poslovanja, operativna efikasnost se odnosi na vreme potrebno da se mineralno dobro transformiše u novĉana sredstva. Visoka operativna efikasnost se postiţe kada se ostvari prava kombinacija karakteristika ...
    podzemni rudnik, operativna efikasnost, prognoza, teorija sivih sistema, stohastiĉke diferencijalne jednaĉine, simulacija
    ... to the reasearch on ecosystem, Fuzzy Mathematics, 2, pp.51-54, 1985. [HUANG87] Huang Jianer, Applicatins of Grey statistics to investment decision making of foresty, Economic Problems of Forestry, 2, pp. 44-51, 1987. [HUI13] Hongqi Hui, Fachao Li and Yan Shi2: AN OPTIMAL MULTI-VARIABLE GREY ...
    ... Predrag Marjanovic, Dejan T. Riznic, Branko Z. Ljutic,Validity of information based on (cpv) analysis for the needs of short-term business decision making, Annals of the Oradea University Fascicle of Management and Technological Engineering ISSUE #2, pp. 131-139, 2013. [MILOVANOVIĆ13] Marija ...
    ... ns of System Engineering, 1, pp. 32-39, 1986. [WEYGANDT10] Weygandt J.J., Kimmel P.D., Kieso D.E., ―Managerial Accounting: Tools for Business Decision Marketing‖, 5th edition, Publishing House Wiley&Sons, 2010. [XIA87] Xia Jun, Estimating influences by the environment for exploiting the water ...

  • Towards Semantic Interoperability: Parallel Corpora as Linked Data Incorporating Named Entity Linking

    Ranka Stanković, Milica Ikonić Nešić, Olja Perisic, Mihailo Škorić, Olivera Kitanović (2024)
    U radu se prikazuju rezultati istraživanja vezanih za pripremu paralelnih korpusa, fokusirajući se na transformaciju u RDF grafove koristeći NLP Interchange Format (NIF) za lingvističku anotaciju. Pružamo pregled paralelnog korpusa koji je korišćen u ovom studijskom slučaju, kao i proces označavanja delova govora, lematizacije i prepoznavanja imenovanih entiteta (NER). Zatim opisujemo povezivanje imenovanih entiteta (NEL), konverziju podataka u RDF, i uključivanje NIF anotacija. Proizvedene NIF datoteke su evaluirane kroz istraživanje triplestore-a korišćenjem SPARQL upita. Na kraju, razmatra se povezivanje Linked ...
    paralelni korpusi, povezivanje imenovanih entiteta, prepoznavanje imenovanih entiteta, NER, NEL, povezani podaci, NIF, Vikipodaci

  • Развој геолошког терминолошког речника ГеолИССТерм

    Ranka Stanković, Branislav Trivić, Olivera Kitanović, Branislav Blagojević, Velizar Nikolić (2011)
    ... 1999; mcmillan, and Powell, 1999) is outstanding from the petrologic and practical point of view of geology, since it features almost all the criteria for the determina- tion and multihierarchical classification of rocks (genesis, composition, structure, texture). IUgS (International Union of ...
    ... rear- ranging the content, forming new semantically or thematically related groups, as well as sort- ing and searching the content using different criteria. every entry contains a name, i.e. the term it- self, its definition, as well as, possibly, synonyms. The number showing the entry’s place on the ...
    ... the term “geological 59INFOtheca, № 1, vol XII, August 2011 unit“. The users can filter the entry elements they selected applying different criteria, namely, browsing the information sorted in all the col- umns shown below. Figure 7. Browsing all the descendants (direct and indirect) of the ...

  • Mine surveying works for the purpose of excavating the remaining reserves of bauxite in the deposit of “Podbracan”

    Aleksandar Milutinović, Aleksandar Ganić, Thamer Rayes Diyab, Rade Tokalić, Meri Ganić (2015)
    ... along the �oor part of ore body to the exit into the open pit, and to the oppo- site side till the deposit excavation limit. Bench drifts have multiple purposes: preparation for the construction of exca- vation drifts and for the ore excavation, supplying fresh air, and as emergency exit from the ...
    ... where the basic baux- ite mass dominates over oolites and pisolites. The oolites and pisolites are mainly evenly distributed within the basic mass, making on average 30% of the overall bauxite mass. The highest areas of the ore body are made of the light red, multi-coloured, predomi- nantly kaolinitic ...
    ... shall also be carried out by using total station and it is to be carried out at the same time as setting out within the horizontal plane. While making the a priori accuracy assessment, the standard deviation for setting out zenith distances σ z = ± 15" was adopted, as well as standard ...

  • Hydraulic impact of pressure transients from water conveyance tunnel on the complex hydrogeological system: A case study HPP

    Igor Jemcov, Maja Todorović, Aleksandar Jemcov, Marina Ćuk Đurović (2024)
    Tunel pod pritiskom, Unutrašnji pijezometri, Tranzijenti pritiska, Karstna izdan, Pukotinska izdan, Hidraulički odziv
    ... 1977). Regarding high-pressure tunnels in solid rock, the critical design emphasis should be placed on the surrounding rock instead of the lining, making the tunnel smooth and protecting the surrounding rock (Zhou et al., 2016). Despite the performance of lining and grouting in the tunnel, achieving ...

  • Using Lexical Resources for Irony and Sarcasm Classification

    Miljana Mladenović, Cvetana Krstev, Jelena Mitrović, Ranka Stanković (2017)
    The paper presents a language dependent model for classification of statements into ironic and non-ironic. The model uses various language resources: morphological dictionaries, sentiment lexicon, lexicon of markers and a WordNet based ontology. This approach uses various features: antonymous pairs obtained using the reasoning rules over the Serbian WordNet ontology (R), antonymous pairs in which one member has positive sentiment polarity (PPR), polarity of positive sentiment words (PSP), ordered sequence of sentiment tags (OSA), Part-of-Speech tags of words (POS) ...
    ... detection as a binary classification problem with classes of ironic and non-ironic statements. In the paper [27] comparison of Naive Bayes (NB) and Decision Trees (DT) methods used to classify tweets into ironic and non-ironic, showed that the results achieved by DT method measured by the F1 measure were ...
    ... for Serbian primarily, their development was based on traditional re- sources and texts covering to certain extent other related languages as well, making them suitable for this task. A language classifier was built and assessed in the following way (step 1 in Fig 1). First we manually marked each tweet ...

  • A contribution to the knowledge of facial diversity of Badenian sediments in the Belgrade area

    Filip Anđelković, Dejan Radivojević (2018)
    baden, Beograd, facije, facijalna raznovrsnost, sedimenti
    ... ACKNOWLEDGEMENTS    The authors wish to thank their colleague Miloš Radonjić, dipl. ing. geol. on his useful advice and  permanent support during the making of the paper.    LITERATURA / REFERENCES    Anđelković, M., 1987. Geologija šire okoline Beograda – Geologija  i geodinamika. Zavod za  regionalnu  ...

  • Integrative GHG Assessment in Oil and Gas Industry

    Aleksandar Mirković, Marija Živković, Stevan Đenadić, Darja Lubarda, Chinedu Anyanwa (2023)
    Reducing greenhouse gas emissions is one of the main targets of national strategies in European countries. As a main contributor to emissions, the energy sector is recognized as the most promising to apply measures and actions aimed to decrease GHG emissions. The Oil and Gas industry as a significant contributor to global greenhouse gas emissions is facing a growing need for estimating, mitigating, and reducing the impact of their operations on the atmosphere to stay competitive in a newly ...
    energetska tranzicija, gasovi staklene baste, industrija, nafta i gas
    ... available? |-|MČq*č—— j}| estimate CO> emlsslqn;. Estimate . uncombusted CHu by utilizing combustion efficiency Figure 1. Flare Gas Emissions- Decision Schema e> energija, ekonomija, ekologija, 2023, god. XXV, br. 1 The carbon content of thc fuel mixture can be calculated using the equation ...
    ... combustion efficicncy. · Bt%C, mix 44 —.cF ( w (9) The emission factor can then be adjusted by flare combustion efficicncy. The high-level decision schema based on API Compendium methodology is presented in Figure 1. III MODEL – CASE STUDY For thc purposc of presenting the mentioned approach ...

  • Application of MCDA in the determination of optimal block size for open-pit modelling and mine planning

    Petar Marković, Dejan Stevanović, Milica Pešić Georgiadis, Mirjana Banković (2021)
    The process of creating a geological block model as the basis for a further detailed design and planning of mining operations is a very responsible task. Errors made during this initial process are transferred to all other phases of the mining project. Certainly, one of the most important decisions for the modelling process is the choice of the appropriate size of the blocks that form the model itself. The determination of the optimal block size is not a simple ...
    dimenzije minibloka, višekriterijumska analiza, AHP, modeliranje ležišta, planiranje na površinskim kopovima

  • Analysis Of the Process Of Carbon Capture Utilization And Storage In Underground Reservoirs

    John Nyame (2024)
    The importance of mitigating the effects of global climate change has necessitated an in-depth exploration of innovative strategies to reduce carbon dioxide (CO2) emissions. Among these strategies, Carbon Capture, Utilization, and Storage (CCUS) has emerged as a promising and transformative solution. This master thesis delves into the diverse realm of CCUS processes, aiming to unravel the positives challenges, and opportunities within this dynamic field. The analysis begins with a systematic examination of carbon capture technologies, encompassing post-combustion, pre-combustion, and oxy-fuel combustion ...
    Carbon Capture, Utilization and Storage
    ... (Marine Desalination Systems Lic., St. Petersburg, FL) US 6475460, 2002. [17] Latteman, S. Development of an Environmental Impact Assessment and Decision Support System for Seawater Desalination Plants, CRC Press, Boca Raton, 2010. [18] Melzer, S., Carbon Dioxide Enhanced Oil Recovery (CO2 EOR): ...
    ... technological innovation and cost saving of energy resources. REFERENCES [1] Stefan Bachu (2000) Sequestration of CO2 in geological media: criteria and approach for site selection in response to climate change. Energy Conversion & Management 41 (2000) 953+970 [2] Bryant E. Climate process ...
    ... reactor to oxidize to its original point (MeOx) via air stream; this is known as oxidation reaction and transferring again into a fuel reactor for making the second loop. Hence, continuous chemical combustion loops take place between pure oxygen and fuel. As a result, the flue gases would be free ...

  • Aлтерације перидотита контролисане карактером флуида на примеру харцбургита Рудника - Серпентинизација или талкизација?

    Стефан Петровић, Наталија Батоћанин (2020)
    У раду су приказани резултати испитивања серпентинисаних харцбургита Брђана (43°58'45.1" СГШ, 20°25'12.6" ИГД) и талкизираних харцбургита откривених у интервалу 429-559.8 m у истражној бушотини 330А/18 (44°07'33.2" СГШ, 20°30'28.5" ИГД) на Руднику. Узорци оба локалитета показују карактеристике резидуалних харцбургита из омотача, односно тектонита; лепидобластичне, бластозрнасте, или порфирокластичне структуре и масивне текстуре. Серпентинисани харцбургити и серпентинити Брђана су изграђени од серпентина, ретких реликата оливина и ортопироксена, акцесорног спинела, и веома ретког секундарног магнезита и магнетита. Најдоминантнији састојак (местимично гради и преко ...
    Рудник, Брђани, харцбургити, серпентинити, талк
    ... Relics of orthopyroxene, clinopyroxene and secondary magnesite and magnetite, as well as the opaque accessories are subordinated. Talc is occasionally making up to 50 vol. % of rocks. Fibrous and fan-shaped talc are distributed in bands up to 8 mm thick, which alternate with bands of closely mingled olivine ...
    ... h variety of average composition [(Mg10.66Fe2+ 1.04)11.70(Fe3+ 0.06Al0.03Si7.94)8.03O5(OH)4]. Orthopyroxene is the second mineral in abundance making up to 30 vol. % of rocks. Subhedral grains of it, sporadically exceeding 4 mm (porphyroclast) display bending characteristic for tectonites and weak ...

  • Mineral and Thermal Waters of Serbia: Multivariate Statistical Approach to Hydrochemical Characterization

    Maja Todorović, Jana Štrbački, Marina Ćuk, Jakov Andrijašević, Jovana Šišović, Petar Papić (2016)

  • Mineralogical analysis of a clay body from Zlakusa, Serbia, used in the manufacture of traditional pottery

    Maja Milošević, Biljana Đorđević, Mihovil Logar (2020)
    калцит, сирова глина, традиционална керамика, Злакуса
    ... colours and shades, from yellow to dark grey, due to differences in mineralogy (Milošević et al., 2019a). To obtain high-quality clay for pottery making, it is necessary to dig at a depth of >1.5-3.0 m and up to a depth of 8 m. Digging dee- per than 8m has been noted by the contractor to lead to a ...
    ... Bestimmung der Partikelgr Jlenverteilung in Mineralb den. Beuth. Berlin, Germany, Deutsches Institut far Normung. Djordjević B. (2013) Pottery making in Zlakusa. First ethnoarchaeological research project in Serbia. P. 49 in: Conference Proceedings, Rome Italy, l3th-I4th May 2010, BAR International ...

  • FrameNet Lexical Database: Presenting a Few Frames Within the Risk Domain

    Aleksandra Marković, Ranka Stanković, Natalija Tomić, Olivera Kitanović (2021)
    U radu se daje kratak prikaz teorije semantike okvira, na kojoj je zasnovana leksička baza Frejmnet. Predstavljena je koncepcija ove mreže, kao i mogućnosti njene primene. Predstavljena je i leksička analiza koja se primenjuje u projektu izrade Frejmneta i ukazano na razlike između analize zasnovane na okviru u odnosu na analizu zasnovanu na reči. Zatim je prikazano nekoliko povezanih okvira koje prizivaju reči iz domena rizika. U radu je predstavljena i platforma NLTК pomoću koje se mogu koristiti ...
    Srpski jezik, semantika okvira, FrameNet, scenario rizika, rudarski korpus, obrada prirodnog jezika
    ... RISK scenario or the Protagonist. The Protagonist takes a risk willingly or otherwise or runs the risk; possible Bad outcome or Harmful event; the Decision which may lead to a bad outcome; a Purpose; an Action; certain Circumstances in which the protagonist stands; an Asset (a person or an object), perceived ...
    ... order to demonstrate correct verb usage. For example, an action performed by a person who is risking something (and can be syntactically expressed in multiple ways): She risked her life trying to save a drowning child ; an objective someone has when putting themselves at risk: She risked her life in order ...
    ... be filled with entries from other languages e.g. Serbian (keeping frame information which is shared and adding language-specific material) therefore making it applicable to multilingual resources. 25. Статистичке формуле коjе се корите у алату Sketch engine: statis- tics/formulae Infotheca Vol. 21, No ...

  • Mineralogical study of clays from Dobrodo, Serbia, for use in ceramics

    Maja Milošević, Predrag Dabić, Sabina Kovač, Lazar Kaluđerović, Mihovil Logar (2019)
    keramika, glina, Dobrodo, mineralogija, sirovina, Srbija

  • An Approach to Efficient Processing of Multi-Word Units

    Cvetana Krstev, Ivan Obradović, Ranka Stanković, Duško Vitas (2013)
    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 ...
    Natural Language Processing, Grammatical Category, Lexical Representation, MWU, multi-word unit
    ... function is the extraction of sub- sets of lemmas based on different criteria: lemmas’ beginning, their part of speech (PoS), inflectional class code, syntactic and/or semantic markers or a Boolean com- bination of these criteria. Figure 3 shows the table for manual production of a DELAC entry having ...
    ... 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 the production of MWU dictionary lem- mas more efficient. This procedure, which strongly relies on our comprehensive e-dictionaries of Serbian simple ...
    ... [14] and arguments are presented why they are in general more difficult for NLP than Romance and Germanic languages, and which of their features are making them, nevertheless, more suitable for higher levels of processing, like parsing. However, for lexical representation of Serbian MWUs, less favorable ...