langnet

PUBLICATIONS

JOURNALS

pdf Vorkapić, A.; Martinčić-Ipšić, S.; Piltaver, R. Interpretable Machine Learning: A Case Study on Predicting Fuel Consumption in VLGC Ship Propulsion. Journal of Marine Science and Engineering (JMSE), 2024, 12(10), 1849. https://doi.org/10.3390/jmse12101849. (WOS SCIE Q1, IF 2.7 SJR Q2)

pdf E. Erdem et al. Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning, Journal of Artificial Intelligence Research (JAIR)), https://doi.org/10.1613/jair.1.12918 Vol. 73. 2022. (WOS SCIE Q2, IF 3.635, SJR Q2)

pdf S. Beliga, S. Martinčić-Ipšić, M. Matešić, I. Petrijevčanin Vuksanović, A. Meštrović. Infoveillance of the Croatian Online Media During the COVID -19 Pandemic: A One-Year Longitudinal Study Using Natural Language Processing JMIR Public Health and Surveillance, 7(12): 31540, 2021. 10.2196/31540 (WOS Q1, IF 14.557)

pdf K. Babić, M. Petrović, S. Beliga, S. Martinčić-Ipšić, M.Matešić, A. Meštrović. Characterisation of COVID-19-Related Tweets in the Croatian Language: Framework Based on the Cro-CoV-cseBERT Model. Applied Sciences, 11, 10442. 2021. https://doi.org/10.3390/app112110442 (WOS Q2, IF 2.838, Scopus Q2 SJR 0.435)

pdf A. Vorkapić, R. Radonja, S. Martinčić-Ipšić. A Framework for the Application of Shipboard Energy Efficiency Monitoring, Operational Data Prediction and Reporting. Pomorstvo-Scientific Journal of Maritime Research, 35(1), 3-15. 2021.https://doi.org/10.31217/p.35.1.1 (WOS-Emerging sources Q4, IF 0.21)

pdf A. Vorkapić, R. Radonja, S. Martinčić-Ipšić. Predicting Seagoing Ship Energy Efficiency from the Operational Data, Sensors, Vol 21, 2832 2021. https://doi.org/10.3390/s21082832 (WOS SCIE Q1, IF 3.847)

pdf J. Brence, Lj. Todorovski, S. Džeroski. Probabilistic grammars for equation discovery, Knowledge-Based Systems, Volume 224, 2021. https://doi.org/10.1016/j.knosys.2021.107077. (WOS SCIE Q1, IF 8.038)

pdf A. Vorkapić, R. Radonja, K. Babić, S. Martinčić-Ipšić. Machine learning methods in monitoring operating behaviour of marine two-stroke diesel engine Transport, 35(5), 474-485. 2020. https://doi.org/10.3846/transport.2020.14038 (WOS SCIE Q3, IF 1.469, SJR Q2)

pdf K. Babić, F. Guerra, S. Martinčić-Ipšić, A. Meštrović. A Comparison of Approaches for Measuring the Semantic Similarity of Short Texts Based on Word Embeddings. Journal of information and organizational sciences, 44(2); 231-246. 2020. https://doi.org/10.31341/jios.44.2.2 (WOS Emerging Sources IF 0.13 Q4, SJR Q3)

pdf K. Babić, S. Martinčić-Ipšić, A. Meštrović. Survey of Neural Text Representation Models. Information, Vol. 11, 511, 2020. doi:10.3390/info11110511 (WOS Emerging Sources IF 0.52 Q3, SJR Q3)

pdf Đ. Vukić, S. Martinčić-Ipšić, A. Meštrović. "Structural Analysis of Factual, Conceptual, Procedural, and Metacognitive Knowledge in a Multidimensional Knowledge Network". Complexity, pp. 1-17, 2020. https://doi.org/10.1155/2020/9407162 (WOS SCIE Q2, IF 2.833, SJR Q1)

pdf S. Martinčić-Ipšić, T. Miličić, Lj. Todorovski. "The Influence of Feature Representation of Text on the Performance of Document Classification". Applied Sciences, Vol. 9, No. 4, pp. 743-770, 2019. (IF 2.474, Q2)

pdf J. Jokić, S. Martinčić-Ipšić. "Predicting the Outcome of the Chess Game Represented as Complex Network with Random Forest Classifier". Journal of the Polytechnic of Rijeka, Vol 7. No 1., pp. 31-52, 2019.

pdf S. Beliga, I. Ipšić, S. Martinčić-Ipšić. "Evaluation of language models over Croatian newspaper texts". Information Technology and Control, Vol. 46, No. 4, pages 425-444, 2017. (WoS, IF 0.8, Q4)

pdf S. Martinčić-Ipšić, E. Močibob, M. Perc. "Link prediction on Twitter". Plos ONE, 12(7): e0181079. 2017. https://doi.org/10.1371/journal.pone.0181079 (Q1, IF 2.806)

pdf N. Matas, S. Martinčić-Ipšić, A. Meštrović. "Comparing Network Centrality Measures as Tools for Identifying Key Concepts in Complex Networks: A Case of Wikipedia". Journal of Digital Information Management (JDIM) , 15(4), pp. 203-213, 2017. (Q4, SJR 0.135)

pdf R. Piltaver, M. Luštrek, M. Gams, S. Martinčić-Ipšić, "What makes classification trees comprehensible?". Expert Systems with Applications, Volume 16, 333-346, 2016. ISSN 0957-4174, http://dx.doi.org/10.1016/j.eswa.2016.06.009. (Q1, IF 3.928)

pdf S. Martinčić-Ipšić, D. Margan, A. Meštrović, "Multilayer Network of Language: a Unified Framework for Structural Analysis of Linguistic Subsystems". Physica A: Statistical Mechanics and its Applications, Volume 457, Pages 117-128, ISSN 0378-4371, http://dx.doi.org/10.1016/j.physa.2016.03.082. 2016. (Q1, IF 2.243)

pdf S. Beliga, A. Meštrović, S. Martinčić-Ipšić. "Selectivity-Based Keyword Extraction Method". International Journal on Semantic Web and Information Systems (IJSWIS), vol. 12, No. 3, pp. 1-26, 2016, doi: 10.4018/IJSWIS.2016070101 (Q3, IF 1.5)

pdf A. Meštrović, S. Martinčić-Ipšić, M Matešić. "Syllabification based on maximal onset principle for Croatian / Postupak automatskoga slogovanja temeljem načela najvećega pristupa i statistika slogova za hrvatski jezik". Govor/Speech, vol. 32, No. 1, pp. 3-35, 2015.

pdf S. Beliga, A. Meštrović, S. Martinčić-Ipšić. "An Overview of Graph-Based Keyword Extraction Methods and Approaches". Journal of Information and Organizational Sciences, vol. 39, No 1, pages 1-20, 2015.

BOOKS

S. Martinčić-Ipšić, M. Ivašić Kos, S. Beliga INFCON23 Proceedings. University of Rijeka, Faculty of Informatics and Digital Technologies. Rijeka, 2023.

S. Martinčić-Ipšić, M. Ivašić Kos, S. Beliga INFCON22 Proceedings. University of Rijeka, Faculty of Informatics and Digital Technologies. Rijeka, 2022.

S. Martinčić-Ipšić, A. Meštrović. The Language Networks. University of Rijeka, Department of Informatics. Rijeka, 2018.

BOOK CHAPTERS

S. Beliga, S. Martinčić-Ipšić, M. Matešić, A. Meštrović, "Natural language processing and statistic: The first six months of the COVID-19 infodemic in Croatia". The Covid-19 Pandemic as a Challenge for Media and Communication Studies. Kopecka-Piech, Katarzyna ; Łódzki, Bartłomiej (ed.). Abingdon and New York: Routledge, 78-92, 2022. doi:10.4324/9781003232049-9

S. Beliga, A. Meštrović, S. Martinčić-Ipšić. "Keyword Extraction Based on Selectivity and Generalized Selectivity". Innovations, Developments, and Applications of Semantic Web and Information Systems. Hershey, PA, USA: IGI Global, pp. 170-204, 2018.

H. Rizvić, S. Martinčić-Ipšić, A. Meštrović. "Network Motifs Analysis of Croatian Literature". Social sciences via network analysis and computation. Frankfurt am Main, Berlin, Bern, Bruxelles, New York, Oxford, Wien: Peter Lang, pp. 29-38, 2015.

S. Šišović, S. Martinčić-Ipšić, A. Meštrović. "Toward Network-based Keyword Extraction from Multitopic Web Documents". Social sciences via network analysis and computation. Frankfurt am Main, Berlin, Bern, Bruxelles, New York, Oxford, Wien: Peter Lang, pp. 39-52, 2015.

R. Piltaver, M. Luštrek, M. Gams, S. Martinčić-Ipšić. "Comprehensibility of Classification Trees – Survey Design Validation". Social sciences via network analysis and computation. Frankfurt am Main, Berlin, Bern, Bruxelles, New York, Oxford, Wien: Peter Lang, pp. 89-112, 2015.

D. Margan, S. Martinčić-Ipšić, A. Meštrović. "Preliminary Report on the Structure of Croatian Linguistic Co-occurrence Networks". Towards Solving the Social Science Challenges with Computing Methods. Frankfurt am Main, Berlin, Bern, Bruxelles, New York, Oxford, Wien: Peter Lang, pp. 93-104, 2015.

L. Načinović Prskalo, S. Martinčić-Ipšić. "Prosodic Modelling for Croatian Speech Synthesis". Towards Solving the Social Science Challenges with Computing Methods. Frankfurt am Main, Berlin, Bern, Bruxelles, New York, Oxford, Wien: Peter Lang, pp. 105-118, 2015.

CONFERENCES

pdf A. Poleksić, S. Martinčić-Ipšić. Towards Dataset for Extracting Relations in the Climate-Change Domain. In rd International workshop one knowledge graph generation from text (TEXT2KG) and Data Quality meets Machine Learning and Knowledge Graphs (DQMLKG) co-located with the Extended Semantic Web Conference (ESWC 2024), Hersonissos, Greece, May 26-30, 2024, pp. 15-23 CEUR, 2024.

pdf A. Poleksić, S. Martinčić-Ipšić. Effects of Pretraining Corpora on Scientific Relation Extraction Using BERT and SciBERT. In SEMANTICS 2023 EU, Leipzig 20-22-9-2023. CEUR, pp. 1-21, 2023.

pdf V. Davidović, S. Martinčić-Ipšić. Towards Sequence-to-Sequence Neural Model for Croatian Abstractive Summarization, In 34th Central European Conference on Information and Intelligent Systems CECIIS 2023, Dubrovnik 20-22.9.2023. , pp. 2023.

pdf A. Poleksić, S. Martinčić-Ipšić. Sentiment of the Tweets on Russo-Ukrainian War: the Social Network Analysis. In 46. IEEE MIPRO 2023 (MIPRO'23), AIS, pp. 1089-1095 , 2023.

pdf A. Krivičić, S. Martinčić-Ipšić. Analyzing Sentiment of Reddit Posts for the Russia-Ukraine War. In 46. IEEE MIPRO 2023 (MIPRO'23), pp. 1709-1714, 2023.

pdf P. K. Bogović, A. Meštrović, S. Martinčić-Ipšić. Topic Modeling for Tracking COVID-19 Communication on Twitter. In: Lopata, A., Gudonienė, D., Butkienė, R. (eds) Information and Software Technologies. ICIST 2022. Communications in Computer and Information Science, vol 1665. Springer, Cham. 2022 https://doi.org/10.1007/978-3-031-16302-9_19

pdf P. K. Bogović, D. Aljević, B. Kovačić, S. Martinčić-Ipšić. The NLP Powered BI Toolkit: The Case of MESO. IEEE MIPRO 2022 - DE-DS (MIPRO'22), pp. 1348-1353, 2022.

pdf P. K. Bogović; F. Molinari, B. Kovačić; S. Martinčić-Ipšić, Generation and Semantic Expansion of Impacts in Arts and Culture // Advances in Information and Communication, Proceedings of the 2022 Future of Information and Communication Conference (FICC), Volume 1 / Kohei, Arai (ur.). San Francisco, USA: Springer International Publishing, 76-94, 2022 doi:10.1007/978-3-030-98012-2_8

pdf K. Babić, M. Petrović, S. Beliga, S. Martinčić-Ipšić, A. Jarynowski, A. Meštrović. COVID-19-Related Communication on Twitter: Analysis of the Croatian and Polish Attitudes, Proceedings of Sixth International Congress on Information and Communication Technology, Lecture Notes in Networks and Systems, Springer, Singapore, 379--390, 2022.

pdf P. K. Bogović, A. Meštrović, S. Beliga, S. Martinčić-Ipšić. Topic Modelling of Croatian News During COVID-19 Pandemic. IEEE MIPRO 2021 - CIS (MIPRO'21), pp. 1205-1212, 2021.

pdf D. Aljević, Lj. Todorovski, S. Martinčić-Ipšić. Extractive Text Summarization Based on Selectivity Ranking. IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA'21), pp. 1-6 , 2021.

pdf K. Babić, M. Petrović, S. Beliga, S. Martinčić-Ipšić, M. Pranjić, A, Meštrović. Prediction of COVID-19 related information spreading on Twitter. 44th International convention on Information, Communication and Electronic Technology (MIPRO) DS-BE. Skala, Karolj (ur.). Rijeka: Croatian Society for Information, Communication and Electronic Technology - MIPRO, 2021. str. 395-399 , 2021.

pdf Ternik, Žan; Todorovski, Ljupčo; Nančovska Šerbec, Irena. Assessing the Agreement in the Bebras Tasks Categorisation, Informatics in Schools. Engaging Learners in Computational Thinking, Springer International Publishing", pp. 30-41. 2020.

pdf Pribisalić, Marko; Jugo, Igor; Martinčić-Ipšić, Sanda. Selecting a Business Intelligence Solution that is Fit for Business Requirements, BLED eConference digital transformation: humanizing technology for a sustainable society (32 ; 2019) / Pucihar, A. ; Kljajić Borštnar, M. ; Bons R. ; Seitz, J. ; Cripps, H. ; Vidmar, D. (eds.). Maribor : Univerzitetna založba Univerze Maribor, 2019. 443-464.

pdf Svoboda, Lukáš; Beliga, Slobodan: Evaluation of Croatian Word Embeddings // Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) / Paris, France: European Language Resources Association (ELRA), May 7-12, Miyazaki, Japan, pp. 1512-1518. 2018.

pdf B. Grba, A. Meštrović. Tracking the evolution of scientific collaboration networks, IEEE 41st International Convention on Information and Communication Technology, Electronics and Microelectronics - (MIPRO 2018), Opatija, pp. 0503-0508, 2018.

pdf S. Beliga, Kitanović, O., Stanković, R., S. Martinčić-Ipšić. "Keyword Extraction from Parallel Abstracts of Scientific Publications". Semantic Keyword-Based Search on Structured Data Sources LNCS 10546, Szymański, J., Velegrakis, Y. (ed.). Cham : Springer International Publishing, COST Action IC1302 Third International KEYSTONE Conference, IKC 2017, Gdańsk, Poland, pp. 44-45, 2017.

pdf A. Meštrović. "Collaboration Networks Analysis: Combining Structural and Keyword-Based Approaches". Semantic Keyword-Based Search on Structured Data Sources LNCS 10546, Szymański, J., Velegrakis, Y. (ed.). Cham : Springer International Publishing, COST Action IC1302 Third International KEYSTONE Conference, IKC 2017, Gdańsk, Poland, pp. 111-122, 2017.

pdf A. Meštrović, A. Cali. "An Ontology-Based Approach to Information Retrieval". Semantic Keyword-Based Search on Structured Data Sources LNCS 10151, Calì, A., Gorgan, D., Ugarte, M. (ed.). Cham : Springer International Publishing, COST Action IC1302 Second International KEYSTONE Conference IKC 2016, Cluj-Napoca, Romania, pp. 150-156, 2016.

pdf S. Beliga, S. Martinčić-Ipšić. "Network-Enabled Keyword Extraction for Under-Resourced Languages". Semantic Keyword-Based Search on Structured Data Sources LNCS 10151, Calì, A., Gorgan, D., Ugarte, M. (ed.). Cham : Springer International Publishing, COST Action IC1302 Second International KEYSTONE Conference IKC 2016, Cluj-Napoca, Romania, pp. 124-135, 2016.

pdf S. Martinčić-Ipšić, T. Miličić, A. Meštrović. "Text Type Differentiation Based on the Structural Properties of Language Networks". Information and Software Technologies, 22st International Conference, ICIST 2016, Druskininkai, Lithuania, October 13-15, 2016, (eds). G. Dregvaite and R. Damasevicius, Communications in Computer and Information Science, Springer International Publishing, Volume 639, 536-548 , 2016.

pdf S. Martinčić-Ipšić, E. Močibob, A. Meštrović. "Link prediction on tweets' content". Information and Software Technologies, 22st International Conference, ICIST 2016, Druskininkai, Lithuania, October 13-15, 2016, (eds). G. Dregvaite and R. Damasevicius, Communications in Computer and Information Science, Springer International Publishing, Volume 639, 559-567, 2016.

pdf E. Močibob, S. Martinčić-Ipšić, A. Meštrović. Revealing the structure of domain specific tweets via complex networks analysis, MIPRO, SP, 2016, Opatija, Croatia, 1904-1908, 2016.

pdf T. Ban Kirigin, A. Meštrović, S. Martinčić-Ipšić. "Towards a Formal Model of Language Networks". Information and Software Technologies, 21st International Conference, ICIST 2015, Druskininkai, Lithuania, October 15–16, 2015, (eds). G. Dregvaite and R. Damasevicius, Communications in Computer and Information Science, Springer International Publishing, Volume 538, 469-479, 2015.

pdf D. Margan, A. Meštrović. "LaNCoA: A Python Toolkit for Language Networks Construction and Analysis". IEEE 38th International Convention on Information and Communication Technology, Electronics and Microelectronics - (MIPRO 2015), Opatija, pp. 1961-1966, 2015.

pdf N. Matas, S. Martinčić-Ipšić, A. Meštrović. "Extracting Domain Knowledge by Complex Networks Analysis of Wikipedia Entries". IEEE 38th International Convention on Information and Communication Technology, Electronics and Microelectronics - (MIPRO 2015), Opatija, pp. 1955-1960, 2015.

ppt pdf S. Šišović, S. Martinčić-Ipšić, A. Meštrović. "Toward Network-based Keyword Extraction from Multitopic Web Documents". 6th International Conference on Information Technologies and Information Society (ITIS2014), Šmarješke toplice, Slovenia, 2014.

ppt pdf H. Rizvić, S. Martinčić-Ipšić, A. Meštrović. "Network Motifs Analysis of Croatian Literature". 6th International Conference on Information Technologies and Information Society (ITIS2014), Šmarješke toplice, Slovenia, 2014.

pdf R. Piltaver, M. Luštrek, M. Gams, S. Martinčić-Ipšić. "Comprehensibility of Classification Trees – Survey Design Validation". 6th International Conference on Information Technologies and Information Society (ITIS2014), Šmarješke toplice, Slovenia, 2014.

ppt S. Martinčić-Ipšić. "An Overview of Language Networks: Case of Croatian". 6th International Conference on Information Technologies and Information Society (ITIS2014), Šmarješke toplice, Slovenia, 2014.

ppt D. Margan, A. Meštrović, M. Ivašić-Kos, S. Martinčić-Ipšić. "Toward a Complex Networks Approach on Text Type Classification". 6th International Conference on Information Technologies and Information Society (ITIS2014), Šmarješke toplice, Slovenia, 2014.

ppt S. Beliga, A. Meštrović, S. Martinčić-Ipšić. "Toward Selectivity-Based Keyword Extraction for Croatian News". CEUR Proceedings of the Workshop on Surfacing the Deep and the Social Web (SDSW 2014), Vol. 1310, pp. 1-8, Riva del Garda, Trentino, Italy, 2014.

pdf R. Piltaver, M. Luštrek, M. Gams, S. Martinčić–Ipšić. "Comprehensibility of classification trees – survey design". Intelligent Systems-IS 2014, Institut "Jožef Stefan", Ljubljana, Vol. A, 70-74. 2014.

pdf D. Margan, A. Meštrović, S. Martinčić-Ipšić. "Complex Networks Measures for Differentiation between Normal and Shuffled Croatian Texts". IEEE 37th International Convention on Information and Communication Technology, Electronics and Microelectronics-MIPRO. 1819-1823, 2014.

pdf S. Šišović, S. Martinčić-Ipšić, A. Meštrović. "Comparison of the language networks from literature and blogs". 37th IEEE International Convention on Information and Communication Technology, Electronics and Microelectronics-MIPRO. 1824-1829, 2014.

pdf S. Beliga, S. Martinčić-Ipšić. "Non-Standard Words as Features for Text Categorization". IEEE 37th International Convention on Information and Communication Technology, Electronics and Microelectronics-MIPRO CIS, 1415-1419. 2014.

D. Margan, A. Meštrović, S. Martinčić-Ipšić. "Differentiation between Normal and Shuffled Croatian Texts". Adriatic Conference on Graph Theory and Complexity, MedILS, Split, pp. 9, 2014.

A. Meštrović. "Comparison of the language networks from different text types and languages". Adriatic Conference on Graph Theory and Complexity, MedILS, Split, pp. 9-10. 2014.

D. Margan, S. Martinčić-Ipšić, A. Meštrović. "Network Differences between Normal and Shuffled Texts: Case of Croatian". Complex Networks V, Springer International Publishing, pp. 275-283, 2014.

pdf K. Ban, S. Martinčić-Ipšić, A. Meštrović. "Initial comparison of linguistic networks measures for parallel texts". 5th International Conference on Information Technologies and Information Society (ITIS), pp. 97-104. 2013.

pdf K. Ban, I. Ivakić, A. Meštrović. "A preliminary study of Croatian Language Syllable Networks".36th IEEE International Convention on Information and Communication Technology, Electronics and Microelectronics-MIPRO. 1697-1701, 2013.

pdf D. Margan, S. Martinčić-Ipšić, A. Meštrović. "Preliminary report on the structure of Croatian linguistic co-occurrence networks." 5th International Conference on Information Technologies and Information Society (ITIS), pp. 89-96. 2013.

AWARDS

Sanda Martinčić-Ipšić and Slobodan Beliga, recieved the Excellence in Teaching Awards, University of Rijeka, May 2023. link

LangNet project, reecieved the UNIRI Excellence Awards in Science ranked 1st in Social Sciences, University of Rijeka, February 2023. link

S. Beliga, The Best Joung Scientist in Social Sciences and Humanities award, by University of Rijeka Foundation, 29th November 2022, Rijeka.

LangNet project, reecieved the UNIRI Excellence Awards in Science ranked 1st in Social Sciences, University of Rijeka, 1st February 2022. link

LangNet project, reecieved the UNIRI Excellence Awards in Science ranked 1st in Social Sciences, University of Rijeka, 11th December 2020. link

A. Meštrović, M. Matešić and S. Martinčić-Ipšić. "1st Technology Transfer" award, by University of Rijeka Foundation and company Alarm automatika, 15 November 2019, Rijeka.

TALKS

S. Martinčić-Ipšić "From Text to Insight: Enhancing Relation Extraction in Climate Change Research", Data Analysis Methods for Software Systems, Druskininkai, Lithuania, November 28 - 30, 2024.

V. Davidović "Report on Collecting Datasets for Croatian Abstractive Summarization on Transformer Architecture", 3. ZNANSTVENI SKUP DOKTORSKIH STUDENATA INFORMATIKE INFCON24 Rijeka, Croatia, Nevember 8-9, 2024.

A. Poleksić "Preparing a dataset for extracting relationships in the climate change domain", 3. ZNANSTVENI SKUP DOKTORSKIH STUDENATA INFORMATIKE INFCON24 Rijeka, Croatia, Nevember 8-9, 2024. VENI SKUP DOKTORSKIH STUDENATA INFORMATIKE, INFCON23, proc. Rijeka, Croatia, November 11-12, 2023.

S. Martinčić-Ipšić "Under Construction: From Text to Insight with Relation Extraction in Climate Change Reserach", The Geek Gathering 2024, Osijek, 3-4.10.2024.

S. Martinčić-Ipšić "Where are we Heading with Generative Artificial Intelligence? Insights into Technology, Challenges, and Reshaping of the Labor Market", ENTRENOVA 2024, Dubrovnik, 5-7.9.2024.

S. Martinčić-Ipšić "Revealing Key Concepts and Relations in Climate Change", Data Science Week, 2nd World Conference on Data Science and Statistics , Amsterdam 2024

S. Martinčić-Ipšić "Generative artificial intelligence: technology, challenges and economic benefits", CASE conference, Zagreb 2024

V. Davidović "Seq-to-Seq Neural Model for Croatian Abstractive Summarization", CASE conference, Zagreb 2024

A. Poleksić "Automatic knowledge graph construction from scientific publications", COST Training-School-2024 on "Representation Mediated Multimodality"University of Malta, programme, Malta, Valetta, 30.1.2024. - 2.2.2024.

V. Davidović "Report on Sequence-to-Sequence Neural Model for Croatian Abstractive Summarization" 2. ZNANSTVENI SKUP DOKTORSKIH STUDENATA INFORMATIKE, INFCON23, proc. Rijeka, Croatia, November 11-12, 2023.

A. Poleksić "Ekstrakcija relacija za automatsku konstrukciju graf znanja" 2. ZNANSTVENI SKUP DOKTORSKIH STUDENATA INFORMATIKE, INFCON23, proc. Rijeka, Croatia, November 11-12, 2023.

A. Poleksić "Relation extraction for knowledge graph construction on scientific corpora " at 7th International PhD Conference, Ljubljana - Graz - Rijeka, programme, proc. Rijeka, Croatia, October 5-6, 2023.

S. Martinčić-Ipšić "MESOC Toolkit and Document Repository". MESOC Conference: Exploring and assessing the societal impacts of culture 2023, Paris, 9-10.3.2023. MESOC 2023

S. Martinčić-Ipšić "BI Toolkit Powered by Natural Language Processing". Data Science Conference 2022, Belgrade, 17.11.2022. DSC2022

S. Martinčić-Ipšić "Natural Language Processing: the Case of Integration in Business Intelligence". Faculty of Organizational Sciences, University of Belgrade, 16.11.2022. FON

S. Martinčić-Ipšić. "The NLP Powered BI Toolkit: The Case of MESOC project". Language, Data, Science, Tech DAYS, University of Rijeka, 5.7.2022. link

S. Martinčić-Ipšić "Multidimensional Knowledge Network: Modelling of Factual, Conceptual, Procedural, and Metacognitive Knowledge". 12th International Conference on Information Technologies and Information Society, ITIS2021, keynote talk, 5.11.2021. ITIS2021

S. Martinčić-Ipšić and Ana Meštrović, presented the current research results and projects of LangNet group included in the Laboratory for Natural Speech and Language Processing at the Centre for Artificial Intelligence and Cybersecurity, 31.3.2021. AIRI Centre video

S. Martinčić-Ipšić. "Natural Language Processing 4 for Policy Texts Analytics“, Artificial Intelligence for Policy Making workshop, Social & Creative project, Interreg MED programme, 22.3.2021. Social & Creative project Workshop video

Slobodan Beliga gave a talk on "Keyword extraction in computer analysis of natural language" at the FOI. 9.12.2020. LINK

Ana Meštrović presented the project proposal "Multilayer Framework for the Information Spreading Characterization in Social Media during the COVID-19 Crisis" at the ICT-20 @ COVID-19 - Online conference. 27.5.2020. LINK

M. Pribisalić, S. Martinčić-Ipšić. "Assessing BI Solutions for Business Needs". Prva Međunarodna doktorska konferencija AARC 2019, 19-20 September 2019, Rijeka, 2019.

K. Babić, A. Meštrović. "Neural networks visualisations". International Conference on Information Technologies and Information Society ITIS2018, 24-26 October 2018, Novo mesto, Slovenia, 2018.

S. Martinčić-Ipšić. "Extracting Keywords from Language Complex Networks". COSTNET2018, Warsawa, 26-28.9.2018. pdf

S. Martinčić-Ipšić. "Extracting Keywords from Texts". Data Science Conference 4.0, Belgrade, 18-19.9.2018.

S. Martinčić-Ipšić. "The Multilayer Networks for Language". COSTNET2017, Palma de Mallorca, 25-27.10.2017. pdf

S. Beliga. "Keyword Extraction from Digital Sources". Mapping memory studies and transitional justice with digital methods: text, image & geospace, University of Rijeka, Faculty of Humanities and Social Sciences, 9th March 2017.

pdf S. Martinčić-Ipšić. "Multilayered Language Networks". NetSlo2017 at Faculty of Computer and Information Science, University in Ljubljana, 26th January 2017.

B. Perak, T. Ban-Kirigin. "Formalizing an Ontological Model of Lexical Concepts and Constructions for Emotion Domain". International Conference on Information Technologies and Information Society (ITIS2016), Šmarješke toplice, Slovenia, 2016.

S. Beliga. Network-Enabled Keyword Extraction Method, Research Class, University of Rijeka, Department of Informatics, 8 July 2016.

S. Beliga. Keyword extraction techniques, Primatijada 2016, Rovinj, Croatia, 11-15 May 2016.

S. Martinčić-Ipšić. Language Networks, Faculty of Computer Science and Engineering, FINKI, Skopje, 5.5.2016.

S. Martinčić-Ipšić. Big Data, Faculty of Information and Communication Technologies, FIKT Bitola, 3.5.2016.

T. Miličić, A. Meštrović. "Comparison of Language Networks Measures for Legal Texts and Literature". International Conference on Information Technologies and Information Society (ITIS2015), Novo mesto, Slovenia, 2015.

A. Meštrović, S. Martinčić-Ipšić. "Network-based quantification of the scientific collaboration at the University of Rijeka". International Conference on Information Technologies and Information Society (ITIS2015), Novo mesto, Slovenia, 2015.

G. Madjarov, S. Martinčić-Ipšić. "Extracting keywords from images: bag-of-visual-words enriched with graph techniques". 1st International Keystone Conference, IKC 2015 - Challenge Track, Coimbra, Portugal, 8-9 September 2015.

A. Meštrović, S. Beliga, S. Martinčić-Ipšić. "Scientific collaboration networks at the University of Rijeka". 15th Workshop on "DAAD, Software Engeneering Education and Reverse Engineering", Bohinj, Slovenia, 23-30 August 2015.

S. Martinčić-Ipšić. "An Overview of Language Networks: Case of Croatian", International Conference on Information Technologies and Information Society (ITIS2014), Šmarješke toplice, Slovenia, 2014.

POSTERS

K. Babić, S. Martinčić-Ipšić. "The Representation of Text in a Multilayer Complex Network for Deep Learning". COSTNET19, 9-11 October 2019, Bilbao, Spain. pdf

THESES


PhD

Aleksandar Vorkapić. "A Model of Monitoring and Prediction of Energy Efficiency and Carbon Dioxide Emission in Case of Liquified Petroleum Gas Carrier", Faculty of Maritime Studies, University of Rijeka, co-supervisor prof. Sanda Martinčić-Ipšić, 7.02.2020.

Slobodan Beliga. "Keyword Extraction Based on Structural Properties of Language Complex Networks", Department of informatics, University of Rijeka, mentor/supervisor prof. Sanda Martinčić-Ipšić, 7.10.2019.

Lucia Načinović Prskalo. "AUTOMATSKO PREDVIĐANJE I MODELIRANJE HRVATSKIH PROZODIJSKIH OBILJEŽJA NA TEMELJU TEKSTA/ Automatic Prediction and Modelling of Croatian Prosodic Features Based on Text", Filozofski fakultet/Faculty of Philosophy, Sveučilište u Zagrebu/University of Zagreb, mentor/supervisor prof. Nives Mikelić Preradović, 13.6.2016.

MASTER

Tajz Sven: Personalized Travel Assistant Based on Retrieval Augmented Generation with Large Language Models, Supervisor: Sanda Martinčić-Ipšić, Master's degree, Faculty of Informatics and Digital Technologies, University of Rijeka, September 2024.

Ljubojević Luka: Adaptive Web Server Scaling: Machine Learning for Load Prediction with Auto-scaling of Environment, Supervisor: Sanda Martinčić-Ipšić, Master's degree, Faculty of Informatics and Digital Technologies, University of Rijeka, July 2024.

Šamanić Lorenzo: Upsell Discovery by Analysing Customer Communication and Integration into the Amazon Bedrock Infrastructure, Supervisor: Sanda Martinčić-Ipšić, Master's degree, Faculty of Informatics and Digital Technologies, University of Rijeka, July 2024.

Krivičić Armin: Clickbait Titles Detection with Machine and Deep Learning Methods Supervisor: Sanda Martinčić-Ipšić, Master's degree, Faculty of Informatics and Digital Technologies, University of Rijeka, September 2023.

Poleksić Andrija: Relation Extraction with Deep Learning Methods, Supervisor: Sanda Martinčić-Ipšić, Master's degree, Faculty of Informatics and Digital Technologies, University of Rijeka, July 2023.

Aljević Dino: Deep Learning for Extractive Text Summarization, Supervisor: Sanda Martinčić-Ipšić, Master's degree, Department of Informatics, University of Rijeka, November 2021.

Beli Dorian: Ekstraktivno sažimanje članaka Wikipedije na njemačkom jeziku, Supervisors: Sanda Martinčić-Ipšić and Slobodan Beliga, Master's degree, Department of Informatics, University of Rijeka, September 2021.

Bogović Petar Kristijan: Classification and Information Extraction from Documents in the Domain of Culture, Supervisor: Sanda Martinčić-Ipšić, Master's degree, Department of Informatics, University of Rijeka, March 2021.

Sišul Marko: Advanced Administration Tool for the Wine Database, Supervisor: Sanda Martinčić-Ipšić. Master's degree, Department of Informatics, University of Rijeka, December 2020.

Šuštić, Vedran: Project for development of computer game, Supervisor: Sanda Martinčić-Ipšić. Master's degree, Department of Informatics, University of Rijeka, November 2019.

Volarić, Ana: Methods and algorithms for recommender systems, Supervisor: Sanda Martinčić-Ipšić. Master's degree, Department of Informatics, University of Rijeka, November 2019.

Krušić, Lucija: Extractive summarization of scientific publications, Supervisor: Sanda Martinčić-Ipšić. Master's degree, Department of Informatics, University of Rijeka, July 2019.

Kisiček Ivan: Postupci mjerenja semantičke sličnosti tekstova, Supervisor: Ana Meštrović. Master's degree, Department of Informatics, University of Rijeka, July 2018.

Krupić Dora: Vizualizacija podataka primjenom JavaScript biblioteke D3, Supervisor: Ana Meštrović. Master's degree, Department of Informatics, University of Rijeka, September 2018.

Babić Karlo: Visualisation of Learning Algorithms of Neural Networks, Supervisor: Ana Meštrović. Master's degree, Department of Informatics, University of Rijeka, September 2018.

Pokos Marija: Keyword Extraction from Italian Texts, Supervisor: Sanda Martinčić-Ipšić. Master's degree, Department of Informatics, University of Rijeka, September 2018.

Raguzin, Ana: Sentiment Analysis of Texts and Tweets Related to War and Immigrant Crises, Supervisor: Sanda Martinčić-Ipšić. Master's degree, Department of Informatics, University of Rijeka, September 2018.

Jokić Jovan: Data Mining for Chess, Supervisor: Sanda Martinčić-Ipšić. Master's degree, Department of Informatics, University of Rijeka, June 2018.

Miličić Tanja: Different Text Representation Models, Supervisor: Sanda Martinčić-Ipšić. Master's degree, Department of Informatics, University of Rijeka, November 2017.

Malatestinić Valentina: Motifs in language complex networks, Supervisor: Sanda Martinčić-Ipšić. Master's degree, Department of mathematics, University of Rijeka, March 2017.

Matas Neven: Knowledge Extraction from Wikipedia Using Complex Networks Approach, Supervisor: Ana Meštrović. Master's degree, Department of Informatics, University of Rijeka, September 2015.

Knapić Dina: Comparison of the Coautorship Networks at the Universty of Rijeka, Supervisor: Ana Meštrović. Master's degree, Department of Informatics, University of Rijeka, September 2015.

Margan Domagoj: Text Clasification Using Complex Networks Approach, Supervisor: Ana Meštrović. Master's degree, Department of Informatics, University of Rijeka, July 2015.

Grubiša Zoran: University of Rijeka Collaboration Network Visualization and Analysis, Supervisor: Ana Meštrović. Master's degree, Department of Informatics, University of Rijeka, July 2014.

Fak Iva: Analysis and Comparison of the Social Network Analysis Tools, Supervisor: Ana Meštrović. Master's degree, Department of Informatics, University of Rijeka, September 2014.

Beliga Slobodan: Text Classification Based on Croatian Non-standard Words, Supervisor: Sanda Martinčić-Ipšić. Master's degree, Department of Informatics, University of Rijeka, April 2013.


BACHELOR

Jermaniš Erik: Development of MESOC Toolkit Web Application in React, Supervisor: Sanda Martinčić-Ipšić, Bachelor's degree, Department of Informatics, University of Rijeka, September 2021.

Kuharić Valentin: MESOC Client-side Web Application Architecture in Node.js, Express.js, and React, Supervisor: Sanda Martinčić-Ipšić, Bachelor's degree, Department of Informatics, University of Rijeka, September 2021.

Picek Sven: Principles and algorithms for snippet construction, Supervisor: Sanda Martinčić-Ipšić, Bachelor's degree, Department of Informatics, University of Rijeka, December 2020.

Aljević Dino: Keyword tagging, extraction and visualisation from multilingual texts, Supervisor: Sanda Martinčić-Ipšić, Bachelor's degree, Department of Informatics, University of Rijeka, September 2019.

Bogović Petar Kristijan: Analiza i vizualizacija podataka primjenom Python ggplot biblioteke, Supervisor: Ana Meštrović. Bachelor's degree, Department of Informatics, University of Rijeka, September 2018.

Dorian Beli: Comparative Analysis of Natural Language Processing Tools for German Language, Supervisor: Sanda Martinčić-Ipšić. Bachelor's degree, Department of Informatics, University of Rijeka, September 2018.

Lucija Krušić: Comparative Analysis of Stemmers, Lemmatizers and POS Taggers for English Language, Supervisor: Sanda Martinčić-Ipšić. Bachelor's degree, Department of Informatics, University of Rijeka, September 2017.

Marija Pokos: Syllabification and statistics of Italian Language, Supervisor: Sanda Martinčić-Ipšić. Bachelor's degree, Department of Informatics, University of Rijeka, September 2016.

Fran Rukavina: Analysis of Microblog Texts, Supervisor: Sanda Martinčić-Ipšić. Bachelor's degree, Department of Informatics, University of Rijeka, September 2015.

Nikola Babić: Language Processing Tools for German Language: The Distribution of Syllables in German Language, Supervisor: Sanda Martinčić-Ipšić. Bachelor's degree, Department of Informatics, University of Rijeka, September 2015.

Tanja Miličić: Comparison of Language Networks Measures for Legal Texts and Literature, Supervisor: Ana Meštrović. Bachelor's degree, Department of Informatics, University of Rijeka, July 2015.

Marko Karešin: Comparison of Syntax and Co-occurrence Complex Networks for Croatian Language, Supervisor: Sanda Martinčić-Ipšić. Bachelor's degree, Department of Informatics, University of Rijeka, September 2014.

Marin Mihalić: Analysis and Visualisation of the Social Networks Structure, Supervisor: Ana Meštrović. Bachelor's degree, Department of Informatics, University of Rijeka, June 2013.

Ivan Saftić: Social Networks Analysis, Supervisor: Ana Meštrović. Bachelor's degree, Department of Informatics, University of Rijeka, September 2013.

Domagoj Margan: Implementing Procedures for Generating and Analyzing Linguistic Networks in Python. Supervisor: Ana Meštrović. Bachelor's degree, Department of Informatics, University of Rijeka, September 2013.

MEDIA COVERAGES

Novi list Media literacy panel, 26.5.2023.

Vox Academiae NL on LangNet members prof. Ana Meštrović and YUFE postdoc dr. Dino Pitoski , 1.3.2022.

YERUN on LangNet Open Science Awards , 1.3.2022.

UNIRI on LangNet Open Science Awards , 1.3.2022.

Novi list on InfoCov project, 12.12.2021.

Srednja.hr on Čitata, 9.12.2021.

Novi list on AIRI Center and InfoCov project, 23.2.2021.

Netokracija on our research of COVID-19 Infodemics in HRZZ InfoCov project, 13.1.2021.

Novi list on PhD promotions in 2020. For the first time univiersity of Rijeka held PhD promotion Congratulations Slobodan Beliga. 12.12.2020.

Novi list on Technology Transfer award from University of Rijeka Foundation 3.10.2020.

Sanda Martinčić-Ipšić talked about LangNet research and Data Science in Prometej science show on Croatian National TV, 26.3.2020. Prometej

Netokracija on Data Science panel at WiDS 2020 where Sanda Martinčić-Ipšić participated (pdf), 6.3.2020.

Novi list on Rectors' acknowledgment to Lagnet members for contribution to the University of Rijeka (pdf) 9.1.2020.

VoXFemine on Technology Transfer award from University of Rijeka Foundation, 10.01.2020.

Scientists from Langnet team reveal for Novi list that they helped create an app that allows people with dyslexia to read (pdf), 26.12.2019. .

Novi list on Technology Transfer award from University of Rijeka Foundation, 18.11.2019.

Wikipedia on Keyword Extraction.

Lider on NLP and LangNet research plans , 6.6.2019.

Novi list on awards at University of Rijeka Dies Academicus , 22.4.2017.

Delo on the 3rd Slovenian Network Science Conference NetSlo 2017, 8.2.2017.

Slobodna Dalmacija on ACGTC 2014 Conference, 29.5.2014. page 14.

Cooperation with OmoReader

OmoLab on OmoReader application.

Locastic on OmoReader application.

24 sata on Locastic and OmoReader application.

Netokracija on OmoReader application.

Split Tech City on OmoReader application.

Novi List on OmoReader application.

Index on OmoReader application.

VIDEO

LangNet member, prof. Ana Meštrović on HRT on the perspectives of language research (video) 18.02.2020.

LangNet member, prof. Ljupčo Todorovski on the perspectives of Artificial Intelligence on Slovene National TV (video) 07.11.2019.

The video of the presentation of Omo Reader application and research plans by Petar Rejić, Mihaela Matešić, Ana Meštrović and Sanda Martinčić-Ipšić at HRT Županijska panorama 07.02.2019.

The video of the talk "Extracting Keywords from Texts" given by Sanda Martinčić-Ipšić at Data Science Conference 4.0 is avalible on Institute of Contemporary Sciences youtube channel.