You can also find my publications at Google Scholar or at ORCID.
2025
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![[arXiv]](https://www.traag.net/wp/wp-content/plugins/papercite/img/arxiv.png)
![[DOI]](https://www.traag.net/wp/wp-content/plugins/papercite/img/external.png)
Alvarez-Zuzek, L. G., Bascur, J. P., Bertani, A., Gallotti, R., & Traag, V. A. (2025). Mapping the interaction between science and misinformation in COVID-19 tweets. arXiv:2507.01481 .
[Bibtex]@article{alvarez-zuzek_mapping_2025, title = {Mapping the interaction between science and misinformation in {COVID}-19 tweets}, doi = {10.48550/arXiv.2507.01481}, eprinttype = {arXiv}, eprint = {2507.01481}, abstract = {During the COVID-19 pandemic, scientific understanding related to the topic evolved rapidly. Along with scientific information being discussed widely, a large circulation of false information, labelled an infodemic by the WHO, emerged. Here, we study the interaction between misinformation and science on Twitter (now X) during the COVID-19 pandemic. We built a comprehensive database of \${\textbackslash}sim\$407M COVID-19 related tweets and classified the reliability of URLs in the tweets based on Media Bias/Fact Check. In addition, we use Altmetric data to see whether a tweet refers to a scientific publication. We find that many users find that many users share both scientific and unreliable content; out of the \${\textbackslash}sim\$1.2M users who share science, \$45{\textbackslash}\%\$ also share unreliable content. Publications that are more frequently shared by users who also share unreliable content are more likely to be preprints, slightly more often retracted, have fewer citations, and are published in lower-impact journals on average. Our findings suggest that misinformation is not related to a ``deficit'' of science. In addition, our findings raise some critical questions about certain open science practices and their potential for misuse. Given the fundamental opposition between science and misinformation, our findings highlight the necessity for proactive scientific engagement on social media platforms to counter false narratives during global crises.}, author = {Alvarez-Zuzek, Lucila G. and Bascur, Juan P. and Bertani, Anna and Gallotti, Riccardo and Traag, Vincent A.}, month = jul, year = {2025} } - Boumans, M., Ferwerda, J., Goldenberg, M. J., Leonelli, S., Russo, F., Traag, V., & Wardekker, A. (2025). Fostering trustworthy information: countering disinformation when there are no bare facts. Royal Society Open Science, 12(6), 250654.
[Bibtex]@article{boumans_fostering_2025, title = {Fostering trustworthy information: countering disinformation when there are no bare facts}, volume = {12}, shorttitle = {Fostering trustworthy information}, url = {https://royalsocietypublishing.org/doi/10.1098/rsos.250654}, doi = {10.1098/rsos.250654}, abstract = {At a time when the dissemination of online information is synonymous with an abundance of disinformation and misinformation, it is important to extend our reflection beyond debunking and fact-checking. In this article, we consider the cases of (dis-, mis- and mal-)information regarding scientific results. We argue that countering misinformation requires a better understanding of the root cause of the problem. We believe the root cause is trust rather than truth. We argue that trust should be approached from a distinct social epistemological perspective that recognizes differences between data and facts and that treats trust as part of the scientific process and as part of the way publics interpret and use scientific information.}, number = {6}, urldate = {2025-06-18}, journal = {Royal Society Open Science}, author = {Boumans, Marcel and Ferwerda, Joras and Goldenberg, Maya J. and Leonelli, Sabina and Russo, Federica and Traag, Vincent and Wardekker, Arjan}, month = jun, year = {2025}, pages = {250654} } - Klebel, T., Traag, V., Grypari, I., Stoy, L., & Ross-Hellauer, T. (2025). The academic impact of Open Science: a scoping review. Royal Society Open Science, 12(3), 241248.
[Bibtex]@article{klebel_academic_2025, title = {The academic impact of {Open} {Science}: a scoping review}, volume = {12}, shorttitle = {The academic impact of {Open} {Science}}, url = {https://royalsocietypublishing.org/doi/full/10.1098/rsos.241248}, doi = {10.1098/rsos.241248}, number = {3}, urldate = {2025-06-18}, journal = {Royal Society Open Science}, author = {Klebel, Thomas and Traag, Vincent and Grypari, Ioanna and Stoy, Lennart and Ross-Hellauer, Tony}, month = mar, year = {2025}, note = {Publisher: Royal Society}, pages = {241248} } - Klebel, T., & Traag, V. (2025). Introduction to structural causal models in science studies. OSF.
[Bibtex]@misc{klebel_introduction_2025, title = {Introduction to structural causal models in science studies}, url = {https://osf.io/4bw9e_v3}, doi = {10.31235/osf.io/4bw9e_v3}, language = {en-us}, urldate = {2025-09-26}, publisher = {OSF}, author = {Klebel, Thomas and Traag, Vincent}, month = mar, year = {2025}, keywords = {Causal inference, Science studies, Scientometrics} } - Traag, V., Brady, E., Vincent-Lamarre, P., Bidel, F., Lopes-Bento, C., Andersen, J. P., & Bloch, C. (2025). The Matthew effect and early-career setbacks in research funding – a replication study (RoRI Working Paper No. 16). .
[Bibtex]@article{traag_matthew_2025, title = {The {Matthew} effect and early-career setbacks in research funding - a replication study ({RoRI} {Working} {Paper} {No}. 16)}, doi = {10.6084/m9.figshare.29302004.v2}, abstract = {Research funding plays an important role in academic careers. Previous research showed that researchers who obtain early-career funding are more likely to obtain later-career funding, whereas researchers who do not obtain early-career funding show a higher citation impact when reapplying for later-career funding. We replicate the so-called Matthew effect and early-career setback effect across fourteen different funding programmes from six research funders across Europe and North America. Earlier studies rely on studying applicants close to the funding line, and the inferred effects are limited to this “grey zone”. We study the robustness and generalisability of both effects to the whole population, beyond applicants in the “grey zone”. We find that the Matthew effect replicates, is robust across funders and model specifications, and generalises to the whole population. The early-career setback effect also replicates, but is not robust across funders and model specifications, and does not generalise to the whole population. We suggest that the early-career setback observation is due to a selection effect of unfunded applicants being particularly more likely to reapply later if they have a high citation impact. To address the Matthew effect, research funders and research organisations could consider stimulating promising rejected applicants to reapply. Another possibility would be to diminish potential deleterious effects of funding on academic careers.}, language = {en}, publisher = {Research on Research Institute}, author = {Traag, Vincent and Brady, Emer and Vincent-Lamarre, Philippe and Bidel, Flavie and Lopes-Bento, Cindy and Andersen, Jens Peter and Bloch, Carter}, month = aug, year = {2025} }
2023
- Antonov, M., Csárdi, G., Horvát, S., Müller, K., Nepusz, T., Noom, D., Salmon, M., Traag, V., Welles, B. F., & Zanini, F. (2023). igraph enables fast and robust network analysis across programming languages. .
[Bibtex]@misc{antonov_igraph_2023, title = {igraph enables fast and robust network analysis across programming languages}, url = {http://arxiv.org/abs/2311.10260}, doi = {10.48550/arXiv.2311.10260}, eprinttype = {arXiv}, eprint = {2311.10260}, abstract = {Networks or graphs are widely used across the sciences to represent relationships of many kinds. igraph (https://igraph.org) is a general-purpose software library for graph construction, analysis, and visualisation, combining fast and robust performance with a low entry barrier. igraph pairs a fast core written in C with beginner-friendly interfaces in Python, R, and Mathematica. Over the last two decades, igraph has expanded substantially. It now scales to billions of edges, supports Mathematica and interactive plotting, integrates with Jupyter notebooks and other network libraries, includes new graph layouts and community detection algorithms, and has streamlined the documentation with examples and Spanish translations. Modern testing features such as continuous integration, address sanitizers, stricter typing, and memory-managed vectors have also increased robustness. Hundreds of bug reports have been fixed and a community forum has been opened to connect users and developers. Specific effort has been made to broaden use and community participation by women, non-binary people, and other demographic groups typically underrepresented in open source software.}, author = {Antonov, Michael and Csárdi, Gábor and Horvát, Szabolcs and Müller, Kirill and Nepusz, Tamás and Noom, Daniel and Salmon, Maëlle and Traag, Vincent and Welles, Brooke Foucault and Zanini, Fabio}, month = nov, year = {2023} } - van Ravenzwaaij, D., Bakker, M., Heesen, R., Romero, F., van Dongen, N., Crüwell, S., Field, S. M., Held, L., Munafò, M. R., Pittelkow, M. M., Tiokhin, L., Traag, V. A., van den Akker, O. R., van ‘t Veer, A. E., & Wagenmakers, E. J. (2023). Perspectives on scientific error. Royal Society Open Science, 10(7), 230448.
[Bibtex]@article{van_ravenzwaaij_perspectives_2023, title = {Perspectives on scientific error}, volume = {10}, url = {https://royalsocietypublishing.org/doi/10.1098/rsos.230448}, doi = {10.1098/rsos.230448}, number = {7}, urldate = {2023-11-03}, journal = {Royal Society Open Science}, author = {van Ravenzwaaij, D. and Bakker, M. and Heesen, R. and Romero, F. and van Dongen, N. and Crüwell, S. and Field, S. M. and Held, L. and Munafò, M. R. and Pittelkow, M. M. and Tiokhin, L. and Traag, V. A. and van den Akker, O. R. and van ‘t Veer, A. E. and Wagenmakers, E. J.}, month = jul, year = {2023}, note = {Publisher: Royal Society}, keywords = {institutional reform, meta-science, methodology, publishing, scientific error}, pages = {230448} }
2022
- Horvát, S., Podkalicki, J., Csárdi, G., Nepusz, T., Traag, V. A., Zanini, F., & Noom, D. (2022). IGraph/M: graph theory and network analysis for Mathematica. arXiv:2209.09145 .
[Bibtex]@article{Horvat2022-jx, title = {{IGraph/M}: graph theory and network analysis for Mathematica}, author = {Horv{\'a}t, Szabolcs and Podkalicki, Jakub and Cs{\'a}rdi, G{\'a}bor and Nepusz, Tam{\'a}s and Traag, Vincent Antonio and Zanini, Fabio and Noom, Daniel}, month = sep, year = 2022, archiveprefix = {arXiv}, eprint = {2209.09145}, primaryclass = {physics.soc-ph}, arxivid = {2209.09145} } - Traag, V. A., & Waltman, L. (2022). Causal foundations of bias, disparity and fairness. arXiv:2207.13665 .
[Bibtex]@article{Traag2022-dj, title = {Causal foundations of bias, disparity and fairness}, author = {Traag, V A and Waltman, L}, month = jul, year = 2022, copyright = {http://arxiv.org/licenses/nonexclusive-distrib/1.0/}, archiveprefix = {arXiv}, eprint = {2207.13665}, primaryclass = {cs.DL}, arxivid = {2207.13665} } - Traag, V. A. (2022). Citation models and research evaluation. In Yasseri, T. (Ed.), In Handbook of Computational Social Science Edward Elgar Publishing.
[Bibtex]@incollection{Traag2022-xz, title = {Citation models and research evaluation}, author = {Traag, V A}, editor = {Yasseri, Taha}, booktitle = {Handbook of Computational Social Science}, publisher = {Edward Elgar Publishing}, month = jul, year = 2022, archiveprefix = {arXiv}, eprint = {2207.11116}, primaryclass = {cs.DL}, arxivid = {2207.11116} } - Traag, V. A., & Šubelj, L. (2022). Large network community detection by fast label propagation. Scientific Reports, 13, 2701.
[Bibtex]@article{Traag2022-yh, title = {Large network community detection by fast label propagation}, author = {Traag, Vincent A and Šubelj, Lovro}, journal = {Scientific Reports}, volume = {13}, issue = {1}, pages = {2701}, doi = {10.1038/s41598-023-29610-z}, month = sep, year = 2022, archiveprefix = {arXiv}, eprint = {2209.13338}, primaryclass = {physics.soc-ph}, arxivid = {2209.13338} }
2021
- Boekhout, H. D., Traag, V. A., & Takes, F. W. (2021). Investigating scientific mobility in co-authorship networks using multilayer temporal motifs . Network Science, 9(3), 354-386.
[Bibtex]@article{boekhout, title = {Investigating scientific mobility in co-authorship networks using multilayer temporal motifs }, author = {Boekhout, Hanjo D. and Traag, Vincent A. and Takes, Frank W.}, journal = {Network Science}, volume = {9}, number = {3}, year = {2021}, pages = {354--386}, doi = {10.1017/nws.2021.12} } -
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Traag, V. A. (2021). Inferring the causal effect of journals on citations. Quantitative Science Studies, 2(2), 496-504.
[Bibtex]@article{traag_journal_causal_2019, title = {Inferring the causal effect of journals on citations}, author = {Traag, Vincent Antonio}, year = {2021}, volume = {2}, number = {2}, eprinttype = {arxiv}, eprint = {1912.08648}, journal = {Quantitative Science Studies}, pages = {496--504}, doi = {10.1162/qss_a_00128}, slide_url = {https://doi.org/10.5281/zenodo.4493743} }
2020
- Akbaritabar, A., Traag, V. A., Caimo, A., & Squazzoni, F. (2020). Italian sociologists: a community of disconnected groups. Scientometrics, 124, 2361-2382.
[Bibtex]@article{Akbaritabar2020, abstract = {Examining coauthorship networks is key to study scientific collaboration patterns and structural characteristics of scientific communities. Here, we studied coauthorship networks of sociologists in Italy, using temporal and multi-level quantitative analysis. By looking at publications indexed in Scopus, we detected research communities among Italian sociologists. We found that Italian sociologists are fractured in many disconnected groups. The giant connected component could be split into five main groups with a mix of three main disciplinary topics: sociology of culture and communication (present in two groups), economic sociology (present in three groups) and general sociology (present in three groups). By applying an exponential random graph model, we found that collaboration ties are mainly driven by the research interests of these groups. Other factors, such as preferential attachment, gender and affiliation homophily are also important, but the effect of gender fades away once other factors are controlled for. Our research shows the advantages of multi-level and temporal network analysis in revealing the complexity of scientific collaboration patterns.}, author = {Akbaritabar, Aliakbar and Traag, Vincent Antonio and Caimo, Alberto and Squazzoni, Flaminio}, doi = {10.1007/s11192-020-03555-w}, issn = {0138-9130}, journal = {Scientometrics}, keywords = {Information Storage and Retrieval,Library Science}, month = {jun}, pages = {2361--2382}, volume = {124}, publisher = {Springer}, title = {{Italian sociologists: a community of disconnected groups}}, year = {2020} } - Colavizza, G., Costas, R., Traag, V. A., van Eck, N. J., van Leeuwen, T., & Waltman, L. (2020). A scientometric overview of CORD-19. PLOS ONE, 16(1), e0244839.
[Bibtex]@article{Colavizza2020, author = {Colavizza, Giovanni and Costas, Rodrigo and Traag, Vincent A. and van Eck, Nees Jan and van Leeuwen, Thed and Waltman, Ludo}, title = {A scientometric overview of {CORD}-19}, year = {2020}, doi = {10.1371/journal.pone.0244839}, journal = {{PLOS ONE}}, volume = {16}, number = {1}, pages = {e0244839} } - Šubelj, L., Waltman, L., Traag, V. A., & van Eck, N. J. (2020). Intermediacy of publications. Royal Society open science, 7(1), 190207.
[Bibtex]@article{subelj_intermediacy_2018, title = {Intermediacy of publications}, author = {Šubelj, Lovro and Waltman, Ludo and Traag, Vincent Antonio and van Eck, Nees Jan}, year = {2020}, eprinttype = {arxiv}, eprint = {1812.08259}, doi = {10.1098/rsos.190207}, journal = {{Royal Society} open science}, volume = {7}, number = {1}, pages = {190207} } - Traag, V. A., Malgarini, M., & Sarlo, S. (2020). Metrics and peer review agreement at the institutional level. arXiv:2006.14830 .
[Bibtex]@article{traag_peer_review_agreement_inst, title = {Metrics and peer review agreement at the institutional level}, author = {Traag, Vincent Antonio and Malgarini, Marco and Sarlo, Scipione}, year = {2020}, eprinttype = {arxiv}, eprint = {2006.14830} } - Waltman, L., & Traag, V. A. (2020). Use of the journal impact factor for assessing individual articles need not be wrong. F1000Research, 9(366).
[Bibtex]@article{Waltman2017, author = {Waltman, L. and Traag, V. A.}, eprinttype = {arXiv}, eprint = {1703.02334}, month = {mar}, title = {Use of the journal impact factor for assessing individual articles need not be wrong}, year = {2020}, journal = {F1000Research}, volume = {9}, number = {366}, doi = {10.12688/f1000research.23418.1}, slide_url = {https://www.slideshare.net/vtraag/use-of-the-journal-impact-factor-for-assessing-individual-articles-need-not-be-wrong-111133501} }
2019
- Berbers, A., Uitermark, J., Traag, V. A., & D’Haenens, L. (2019). From the margin to the centre? A relational analysis of discursive contention in the minority integration debate in the Low Countries. International Communication Gazette, 82(8), 705-725.
[Bibtex]@article{berbers2019, author = {Berbers, Anna and Uitermark, Justus and Traag, Vincent A and D'Haenens, Leen}, doi = {10.1177/1748048519842476}, journal = {International Communication Gazette}, month = {apr}, title = {{From the margin to the centre? A relational analysis of discursive contention in the minority integration debate in the Low Countries}}, volume = {82}, number = {8}, pages = {705--725}, year = {2019} } - Traag, V. A., Waltman, L., & van Eck, N. J. (2019). From Louvain to Leiden: guaranteeing well-connected communities. Scientific Reports, 9(1), 5233.
[Bibtex]@article{traag_leiden_algo_2018, title = {From {Louvain} to {Leiden}: guaranteeing well-connected communities}, author = {Traag, Vincent Antonio and Waltman, Ludo and Nees Jan van Eck}, journal = {Scientific Reports}, number = {1}, pages = {5233}, publisher = {Nature Publishing Group}, volume = {9}, year = {2019}, eprinttype = {arxiv}, eprint = {1810.08473}, doi = {10.1038/s41598-019-41695-z} } - Traag, V. A., & Waltman, L. (2019). Systematic analysis of agreement between metrics and peer review in the UK REF. Palgrave Communications, 5(1), 29.
[Bibtex]@article{traag_uk_ref_2018, author = {Traag, V. A. and Waltman, L.}, doi = {10.1057/s41599-019-0233-x}, issn = {2055-1045}, journal = {Palgrave Communications}, keywords = {Library science,Science,technology and society}, month = {dec}, number = {1}, pages = {29}, publisher = {Nature Publishing Group}, title = {{Systematic analysis of agreement between metrics and peer review in the UK REF}}, volume = {5}, year = {2019}, eprinttype = {arxiv}, eprint = {1808.03491}, slide_url = {https://www.slideshare.net/vtraag/replacing-peer-review-by-metrics-in-the-uk-ref} }
2018
- Traag, V. A., Doreian, P., & Mrvar, A. (2018). Partitioning signed networks. In Doreian, P., Batagelj, V., & Ferligoj, A. (Eds.), In Advances in network clustering and blockmodeling Wiley-Interscience.
[Bibtex]@incollection{traag_signed_2018, title = {Partitioning signed networks}, author = {Traag, Vincent Antonio and Doreian, Patrick and Mrvar, Andrej}, editor = {Doreian, Patrick and Batagelj, Vladimir and Ferligoj, Anuška}, booktitle = {Advances in network clustering and blockmodeling}, publisher = {Wiley-Interscience}, year = {2018}, chapter = {8}, doi = {10.1002/9781119483298.ch8}, eprinttype = {arxiv}, eprint = {1803.02082} } - Traag, V. A., Malgarini, M., Cicero, T., Sarlo, S., & Waltman, L.. (2018). Peer review uncertainty at the institutional level. Paper presented at the STI 2018 Conference Proceedings.
[Bibtex]@inproceedings{traag_vqr_2018, title = {Peer review uncertainty at the institutional level}, author = {Traag, Vincent Antonio and Malgarini, M. and Cicero, T. and Sarlo, S. and Waltman, L.}, booktitle = {{STI} 2018 Conference Proceedings}, year = {2018}, pages = {990--998}, url = {http://hdl.handle.net/1887/65241}, slide_url = {https://doi.org/10.6084/m9.figshare.7171796} }
2017
- Traag, V. A., Quax, R., & Sloot, P. M. A. (2017). Modelling the distance impedance of protest attendance. Physica A, 468, 171-182.
[Bibtex]@article{traag_protest_2017, author = {Traag, V. A. and Quax, R. and Sloot, P. M. A.}, title = {Modelling the distance impedance of protest attendance}, journal = {Physica {A}}, year = {2017}, volume = {468}, pages = {171--182}, doi = {10.1016/j.physa.2016.10.054} } - Waltman, L., & Traag, V. A. (2017). Impact factors: Is the Nature Index at odds with DORA?. Nature, 545(7655), 412-412.
[Bibtex]@article{waltman2017impact, title = {Impact factors: Is the {Nature Index} at odds with {DORA}?}, author = {Waltman, Ludo and Traag, Vincent Antonio}, journal = {Nature}, volume = {545}, number = {7655}, pages = {412--412}, year = {2017}, doi = {10.1038/545412a} }
2016
- Decuyper, A., Browet, A., Traag, V. A., Blondel, V. D., & Delvenne, J. (2016). Clean up or mess up: the effect of sampling biases on measurements of degree distributions in mobile phone datasets. arXiv:1609.09413 .
[Bibtex]@article{Decuyper2016, author = {Decuyper, Adeline and Browet, Arnaud and Traag, Vincent Antonio and Blondel, Vincent D. and Delvenne, Jean-Charles}, eprinttype = {arXiv}, eprint = {1609.09413}, month = {sep}, title = {{Clean up or mess up: the effect of sampling biases on measurements of degree distributions in mobile phone datasets}}, year = {2016} } - Traag, V. A. (2016). Complex Contagion of Campaign Donations. PLOS ONE, 11(4), e0153539.
[Bibtex]@article{traag_contagion_2016, eprinttype = {arXiv}, eprint = {1601.07679}, author = {Traag, Vincent A.}, doi = {10.1371/journal.pone.0153539}, editor = {Moreno, Yamir}, issn = {1932-6203}, journal = {{PLOS ONE}}, month = {apr}, number = {4}, pages = {e0153539}, title = {{Complex Contagion of Campaign Donations}}, volume = {11}, year = {2016}, slide_url = {http://www.slideshare.net/vtraag/complex-contagion-of-campaign-donations} } - Traag, V. A., Reinanda, R., & van Klinken, G.. (2016). Structure of a Media Co-occurrence Network. Paper presented at the Proceedings of ECCS 2014.
[Bibtex]@inproceedings{traag_structure_elite_2016, author = {Traag, V. A. and Reinanda, R. and van Klinken, G.}, booktitle = {Proceedings of {ECCS} 2014}, eprint = {1409.1744}, eprinttype = {arXiv}, doi = {10.1007/978-3-319-29228-1_8}, editor = {Battiston, Stefano and Pellegrini, Francesco De and Caldarelli, Guido and Merelli, Emanuela}, pages = {81--91}, publisher = {Springer International Publishing}, title = {{Structure of a Media Co-occurrence Network}}, year = {2016}, slide_url = {http://www.slideshare.net/vtraag/httpwwwslidesharenetvtraagstructureofmediaattention} } - Uitermark, J., Traag, V. A., & Bruggeman, J. (2016). Dissecting discursive contention: A relational analysis of the Dutch debate on minority integration, 1990–2006. Social Networks, 47, 107-115.
[Bibtex]@article{uitermark_discursive_2016, author = {Uitermark, Justus and Traag, Vincent A. and Bruggeman, Jeroen}, doi = {10.1016/j.socnet.2016.05.006}, issn = {03788733}, journal = {{Social Networks}}, pages = {107--115}, title = {{Dissecting discursive contention: A relational analysis of the Dutch debate on minority integration, 1990–2006}}, volume = {47}, year = {2016} }
2015
- Hicks, J., Traag, V. A., & Reinanda, R. (2015). Old Questions, New Techniques: A Research Note on the Computational Identification of Political Elites. Comparative Sociology, 14(3), 386-401.
[Bibtex]@article{hicks_elite_identification_2015, author = {Hicks, Jacqueline and Traag, Vincent A. and Reinanda, Ridho}, doi = {10.1163/15691330-12341347}, issn = {1569-1322}, journal = {{Comparative Sociology}}, month = {aug}, number = {3}, pages = {386--401}, publisher = {Brill}, title = {{Old Questions, New Techniques: A Research Note on the Computational Identification of Political Elites}}, volume = {14}, year = {2015} } - Hicks, J., Traag, V. A., & Reinanda, R. (2015). Turning Digitised Newspapers into Networks of Political Elites. Asian Journal of Social Science, 43(5), 567-587.
[Bibtex]@article{hicks_elite_networks_2015, author = {Hicks, Jacqueline and Traag, Vincent A. and Reinanda, Ridho}, doi = {10.1163/15685314-04305004}, journal = {{Asian Journal of Social Science}}, month = {jan}, number = {5}, pages = {567--587}, publisher = {Brill}, title = {{Turning Digitised Newspapers into Networks of Political Elites}}, volume = {43}, year = {2015} } - Traag, V. A., Reinanda, R., & van Klinken, G. (2015). Elite Co-Occurrence in the Media. Asian Journal of Social Science, 43(5), 588-612.
[Bibtex]@article{traag_cooccurrence_2015, author = {Traag, Vincent A. and Reinanda, Ridho and van Klinken, Gerry}, doi = {10.1163/15685314-04305005}, issn = {1568-4849}, journal = {{Asian Journal of Social Science}}, month = {jan}, number = {5}, pages = {588--612}, publisher = {Brill}, title = {{Elite Co-Occurrence in the Media}}, volume = {43}, year = {2015} } - Traag, V. A., Aldecoa, R., & Delvenne, J. -C. (2015). Detecting communities using asymptotical surprise. Physical Review E, 92(2), +022816.
[Bibtex]@article{traag_detecting_2015, author = {Traag, V. A. and Aldecoa, R. and Delvenne, J.-C.}, doi = {10.1103/PhysRevE.92.022816}, eprinttype = {arXiv}, eprint = {1503.00445}, journal = {{Physical Review E}}, month = {aug}, number = {2}, pages = {+022816}, title = {Detecting communities using asymptotical surprise}, volume = {92}, year = {2015} } - Traag, V. A. (2015). Faster unfolding of communities: Speeding up the Louvain algorithm. Physical Review E, 92(3), +032801.
[Bibtex]@article{traag_faster_2015, author = {Traag, V. A.}, doi = {10.1103/PhysRevE.92.032801}, eprinttype = {arXiv}, eprint = {1503.01322}, journal = {{Physical Review E}}, month = {sep}, number = {3}, pages = {+032801}, shorttitle = {{Faster unfolding of communities}}, title = {{Faster unfolding of communities: Speeding up the Louvain algorithm}}, volume = {92}, year = {2015} }
2014
- Thomas, C. J., Lambrechts, J., Wolanski, E., Traag, V. A., Blondel, V. D., Deleersnijder, E., & Hanert, E. (2014). Numerical modelling and graph theory tools to study ecological connectivity in the Great Barrier Reef. Ecological Modelling, 272, 160-174.
[Bibtex]@article{thomas_numerical_2014, title = {Numerical modelling and graph theory tools to study ecological connectivity in the {Great} {Barrier} {Reef}}, volume = {272}, issn = {0304-3800}, doi = {10.1016/j.ecolmodel.2013.10.002}, journal = {{Ecological Modelling}}, author = {Thomas, Christopher J. and Lambrechts, Jonathan and Wolanski, Eric and Traag, V. A. and Blondel, Vincent D. and Deleersnijder, Eric and Hanert, Emmanuel}, month = jan, year = {2014}, pages = {160--174} } - Traag, V. A. (2014). Algorithms and Dynamical Models for Communities and Reputation in Social Networks. Heidelberg: Springer.
[Bibtex]@book{traag_algorithms_2014, address = {Heidelberg}, series = {Springer Theses}, title = {Algorithms and {Dynamical} {Models} for {Communities} and {Reputation} in {Social} {Networks}}, isbn = {978-3-319-06390-4}, doi = {10.1007/978-3-319-06391-1}, publisher = {Springer}, author = {Traag, Vincent Antonio}, year = {2014} } - Traag, V. A., Reinanda, R., Hicks, J., & van Klinken, G.. (2014). Dynamics of Media Attention. Paper presented at the Proceedings of ICCSA 2014, Le Havre, France.
[Bibtex]@inproceedings{traag_dynamics_2014, address = {Le Havre, France}, title = {Dynamics of Media Attention}, eprinttype = {arXiv}, eprint = {1409.2973}, urldate = {2014-09-15}, booktitle = {Proceedings of {ICCSA} 2014}, author = {Traag, V. A. and Reinanda, R. and Hicks, J. and van Klinken, G.}, month = sep, year = {2014}, pages = {301--304}, slide_url = {http://www.slideshare.net/vtraag/dynamics-of-media-attention} }
2013
- Csáji, B. C., Browet, A., Traag, V. A., Delvenne, J., Huens, E., Van Dooren, P., Smoreda, Z., & Blondel, V. D. (2013). Exploring the mobility of mobile phone users. Physica A: Statistical Mechanics and its Applications, 392(6), 1459-1473.
[Bibtex]@article{csaji_exploring_2013, title = {Exploring the mobility of mobile phone users}, volume = {392}, issn = {03784371}, eprinttype = {arXiv}, eprint = {1211.6014}, doi = {10.1016/j.physa.2012.11.040}, number = {6}, journal = {{Physica A: Statistical Mechanics and its Applications}}, author = {Csáji, Balázs Cs. and Browet, Arnaud and Traag, Vincent Antonio and Delvenne, Jean-Charles and Huens, Etienne and Van Dooren, Paul and Smoreda, Zbigniew and Blondel, Vincent D.}, month = mar, year = {2013}, keywords = {commuting distance, data mining, human mobility, location detection}, pages = {1459--1473} } - Lupu, Y., & Traag, V. A. (2013). Trading Communities, the Networked Structure of International Relations, and the Kantian Peace. Journal of Conflict Resolution, 57(6), 1011-1042.
[Bibtex]@article{lupu_trading_2013, title = {Trading {Communities}, the {Networked} {Structure} of {International} {Relations}, and the {Kantian} {Peace}}, volume = {57}, issn = {0022-0027, 1552-8766}, doi = {10.1177/0022002712453708}, language = {en}, number = {6}, urldate = {2014-05-19}, journal = {{Journal of Conflict Resolution}}, author = {Lupu, Yonatan and Traag, Vincent Antonio}, month = dec, year = {2013}, pages = {1011--1042} } - Traag, V. A. ((2013). Algorithms and dynamical models for communities and reputation in social networks.). PhD Thesis, Louvain-la-Neuve.
[Bibtex]@phdthesis{traag_algorithms_2013, title = {Algorithms and dynamical models for communities and reputation in social networks}, url = {http://hdl.handle.net/2078.1/134615}, language = {eng}, school = {Université catholique de Louvain}, address = {Louvain-la-Neuve}, author = {Traag, Vincent Antonio}, year = {2013}, slide_url = {http://www.slideshare.net/vtraag/public-thesis-defence-groups-and} } - Traag, V. A., Van Dooren, P., & De Leenheer, P. (2013). Dynamical Models Explaining Social Balance and Evolution of Cooperation. PLOS ONE, 8(4), e60063.
[Bibtex]@article{traag_dynamical_2013, title = {Dynamical {Models} {Explaining} {Social} {Balance} and {Evolution} of {Cooperation}}, volume = {8}, eprinttype = {arXiv}, eprint = {1207.6588}, doi = {10.1371/journal.pone.0060063}, number = {4}, journal = {{PLOS ONE}}, author = {Traag, Vincent Antonio and Van Dooren, Paul and De Leenheer, Patrick}, month = apr, year = {2013}, pages = {e60063} } - Traag, V. A., Krings, G., & Van Dooren, P. (2013). Significant scales in community structure. Scientific Reports, 3, 2930.
[Bibtex]@article{traag_significant_2013, title = {Significant scales in community structure}, eprinttype = {arXiv}, eprint = {1306.3398}, volume = {3}, doi = {10.1038/srep02930}, journal = {{Scientific Reports}}, author = {Traag, V. A. and Krings, Gautier and Van Dooren, Paul}, year = {2013}, pages = {2930}, slide_url = {http://www.slideshare.net/vtraag/sig-traag-eccs13} }
2012
- Bruggeman, J., Traag, V. A., & Uitermark, J. (2012). Detecting Communities through Network Data. American Sociological Review, 77(6), 1050-1063.
[Bibtex]@article{bruggeman_detecting_2012, title = {Detecting {Communities} through {Network} {Data}}, volume = {77}, doi = {10.1177/0003122412463574}, language = {en}, number = {6}, journal = {{American Sociological Review}}, author = {Bruggeman, J. and Traag, V. A. and Uitermark, J.}, month = nov, year = {2012}, pages = {1050--1063} } - Uitermark, J., Traag, V. A., & Bruggeman, J. (2012). De strijd om discursieve macht: een relationele discoursanalyse van het Nederlandse integratiedebat, 1990-2005. Sociologie, 8(2), 219-247.
[Bibtex]@article{uitermark_strijd_2012, title = {De strijd om discursieve macht: een relationele discoursanalyse van het {Nederlandse} integratiedebat, 1990-2005}, doi = {10.5117/SOC2012.2.UITE}, volume = {8}, shorttitle = {De strijd om discursieve macht}, number = {2}, journal = {{Sociologie}}, author = {Uitermark, J. and Traag, Vincent Antonio and Bruggeman, J.}, year = {2012}, pages = {219--247} }
2011
- Traag, V. A., Van Dooren, P., & Nesterov, Y.. (2011). Indirect reciprocity through gossiping can lead to cooperative clusters. Paper presented at the IEEE Symposium on Artificial Life 2011, Piscataway.
[Bibtex]@inproceedings{traag_indirect_2011, address = {Piscataway}, title = {Indirect reciprocity through gossiping can lead to cooperative clusters}, doi = {10.1109/ALIFE.2011.5954642}, booktitle = {{IEEE} {Symposium} on {Artificial} {Life} 2011}, publisher = {IEEE}, author = {Traag, V. A. and Van Dooren, P and Nesterov, Y}, month = apr, year = {2011}, pages = {154--161}, slide_url = {http://www.slideshare.net/vtraag/reputation-dynamics-through-gossiping} } - Traag, V. A., Van Dooren, P., & Nesterov, Y. (2011). Narrow scope for resolution-limit-free community detection. Physical Review E, 84(1), +016114.
[Bibtex]@article{traag_narrow_2011, title = {Narrow scope for resolution-limit-free community detection}, volume = {84}, eprinttype = {arXiv}, eprint = {1104.3083}, doi = {10.1103/PhysRevE.84.016114}, number = {1}, journal = {{Physical Review E}}, author = {Traag, V. A. and Van Dooren, P. and Nesterov, Y.}, month = jul, year = {2011}, pages = {+016114}, slide_url = {http://www.slideshare.net/vtraag/res-free} } - Traag, V. A., Browet, A., Calabrese, F., & Morlot, F.. (2011). Social Event Detection in Massive Mobile Phone Data Using Probabilistic Location Inference. Paper presented at the Proceedings IEEE SocialCom’2011, Boston.
[Bibtex]@inproceedings{traag_social_2011, address = {Boston}, title = {Social {Event} {Detection} in {Massive} {Mobile} {Phone} {Data} {Using} {Probabilistic} {Location} {Inference}}, doi = {10.1109/PASSAT/SocialCom.2011.133}, booktitle = {Proceedings {IEEE} {SocialCom}'2011}, publisher = {IEEE}, author = {Traag, V. A. and Browet, A. and Calabrese, F. and Morlot, F.}, month = oct, year = {2011}, pages = {625--628}, slide_url = {http://www.slideshare.net/vtraag/presentation-social-event} }
2010
- Traag, V. A., Nesterov, Y. E., & Dooren, P. V. (2010). Exponential Ranking: taking into account negative links. Lecture Notes in Computer Science, 6430, 192-202.
[Bibtex]@article{traag_exponential_2010, series = {Lecture {Notes} in {Computer} {Science}}, title = {Exponential {Ranking}: taking into account negative links}, volume = {6430}, doi = {10.1007/978-3-642-16567-2}, journal = {Lecture {Notes} in {Computer} {Science}}, author = {Traag, Vincent A and Nesterov, Yurii E and Dooren, Paul Van}, editor = {Bolc, Leonard and Makowski, Marek and Wierzbicki, Adam}, year = {2010}, pages = {192--202}, slide_url = {http://www.slideshare.net/vtraag/exponential-ranking-taking-into-account-negative-links} }
2009
- Traag, V. A., & Bruggeman, J. (2009). Community detection in networks with positive and negative links. Physical Review E, 80(3), +036115.
[Bibtex]@article{traag_community_2009, title = {Community detection in networks with positive and negative links}, volume = {80}, eprinttype = {arXiv}, eprint = {0811.2329}, doi = {10.1103/PhysRevE.80.036115}, number = {3}, journal = {{Physical Review E}}, author = {Traag, V. A. and Bruggeman, Jeroen}, month = sep, year = {2009}, pages = {+036115}, slide_url = {http://www.slideshare.net/vtraag/presentation-eth-37912748} }
2008
- Traag, V. A. ((2008). Popularity Distributions with Social Influence.). Master Thesis, Amsterdam.
[Bibtex]@mastersthesis{traag_popularity_2008, address = {Amsterdam}, title = {Popularity {Distributions} with {Social} {Influence}}, url = {http://dare.uva.nl/en/scriptie/273167}, school = {University of Amsterdam}, author = {Traag, V. A.}, year = {2008}, slide_url = {http://www.slideshare.net/vtraag/presentatie-uv-a} }
