langnet

PUBLICATIONS

JOURNALS

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 (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.

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. (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. (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 (IF 1.500)

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.


BOOK CHAPTERS

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. 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. (ur.). Cham : Springer International Publishing, COST Action IC1302 Second International KEYSTONE Conference, Cluj-Napoca, Romania, pp. 150-156, 2017.

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. (ur.). Cham : Springer International Publishing, COST Action IC1302 Second International KEYSTONE Conference, Cluj-Napoca, Romania, pp. 124-135, 2017.

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 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.


TALKS

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.


THESES


PhD

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

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

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

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

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

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

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

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


BECHELOR

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.