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RENOIR SIGNED

Reverse EngiNeering of sOcial Information pRocessing

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

RENOIR project word cloud

Explore the words cloud of the RENOIR project. It provides you a very rough idea of what is the project "RENOIR" about.

mining agency understand advancing messages machine transfer warsaw posts industry autism stanford stifle stefan links wroclaw secondments complexity engineering dynamics learning news training culture warnings individual computing business sources cyber social predicting blog technological hidden accelerate acquisition jozef tools society slovenian careers virally discovery channels releases academia met nanyang bidirectional innovative mechanisms press spreads rensselaer lay internet media vast domains rumors modeling memes stage coming causing spreading journalism giving decisive some pillars harmful foundations science polytechnic vaccines sciences disinterest rules universities mails ones omission exposing world reverse university exchange twitter life treat data ease attacks uncovering

Project "RENOIR" data sheet

The following table provides information about the project.

Coordinator	POLITECHNIKA WARSZAWSKA Organization address address: PLAC POLITECHNIKI 1 city: WARSZAWA postcode: 00 661 website: http://www.pw.edu.pl contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Poland [PL]
Project website	http://www.renoirproject.eu/
Total cost	1˙314˙000 €
EC max contribution	1˙273˙500 € (97%)
Programme	1. H2020-EU.1.3.3. (Stimulating innovation by means of cross-fertilisation of knowledge)
Code Call	H2020-MSCA-RISE-2015
Funding Scheme	MSCA-RISE
Starting year	2016
Duration (year-month-day)	from 2016-01-01 to 2019-12-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	POLITECHNIKA WARSZAWSKA POLITECHNIKA WARSZAWSKA Organization address address: PLAC POLITECHNIKI 1 city: WARSZAWA postcode: 00 661 website: http://www.pw.edu.pl contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	PL (WARSZAWA)	coordinator	508˙500.00
2	POLITECHNIKA WROCLAWSKA POLITECHNIKA WROCLAWSKA Organization address address: WYBRZEZE WYSPIANSKIEGO 27 city: WROCLAW postcode: 50-370 website: www.pwr.wroc.pl contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	PL (WROCLAW)	participant	346˙500.00
3	INSTITUT JOZEF STEFAN INSTITUT JOZEF STEFAN Organization address address: Jamova 39 city: LJUBLJANA postcode: 1000 website: www.ijs.si contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	SI (LJUBLJANA)	participant	301˙500.00
4	SLOVENSKA TISKOVNA AGENCIJA DOO SLOVENSKA TISKOVNA AGENCIJA DOO Organization address address: TIVOLSKA CESTA 50 city: LJUBLJANA postcode: 1000 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	SI (LJUBLJANA)	participant	117˙000.00
5	AUTONOMOUS NONPROFIT ORGANIZATION OF HIGHER EDUCATION INTERNATIONAL BANKING INSTITUTE AUTONOMOUS NONPROFIT ORGANIZATION OF HIGHER EDUCATION INTERNATIONAL BANKING INSTITUTE Organization address address: NEVSKIJ 60 city: ST. PETERSBURG postcode: 191023 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	RU (ST. PETERSBURG)	partner	0.00
6	BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY Organization address address: SERRA MALL 450 city: STANFORD postcode: 94305 2004 website: www.stanford.edu contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (STANFORD)	partner	0.00
7	CARNEGIE MELLON UNIVERSITY CARNEGIE MELLON UNIVERSITY Organization address address: FORBES AVENUE 5000 city: PITTSBURGH postcode: 15213 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (PITTSBURGH)	partner	0.00
8	ITMO UNIVERSITY ITMO UNIVERSITY Organization address address: KRONWERKSKIY PROSP 49 city: ST PETERSBURG postcode: 197101 website: http://en.ifmo.ru/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	RU (ST PETERSBURG)	partner	0.00
9	NANYANG TECHNOLOGICAL UNIVERSITY NANYANG TECHNOLOGICAL UNIVERSITY Organization address address: NANYANG AVENUE 50 city: SINGAPORE postcode: 639798 website: www.ntu.edu.sg contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	SG (SINGAPORE)	partner	0.00
10	NORTHEASTERN UNIVERSITY NORTHEASTERN UNIVERSITY Organization address address: HUNTINGTON AVENUE 360 960 RP city: BOSTON MA postcode: 2115 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (BOSTON MA)	partner	0.00
11	Rensselaer Polytechnic Institute Rensselaer Polytechnic Institute Organization address address: 8th Street 110 city: Troy postcode: 12180 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (Troy)	partner	0.00
12	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA THE REGENTS OF THE UNIVERSITY OF CALIFORNIA Organization address address: FRANKLIN STREET 1111, 12 FLOOR city: OAKLAND CA postcode: 94607 website: http://www.universityofcalifornia.edu/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (OAKLAND CA)	partner	0.00
13	University of Notre Dame du Lac University of Notre Dame du Lac Organization address address: Main Building 511 city: Notre Dame postcode: 46556 website: http://www.nd.edu/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (Notre Dame)	partner	0.00
14	UNIVERSITY OF TECHNOLOGY SYDNEY UNIVERSITY OF TECHNOLOGY SYDNEY Organization address address: BROADWAY BUILDING 1 ULTIMO NSW city: SYDNEY postcode: 2007 website: http://uts.edu.au/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	AU (SYDNEY)	partner	0.00

Map

Project objective

In today's world, access to information is a decisive factor advancing industry, society and even culture. It is therefore of great importance to understand why and how some information (e.g. some memes) spreads virally with great ease, while other is met with disinterest and omission. Uncovering the reasons may allow promoting important information, like warnings about cyber-attacks, while stifle harmful rumors, such as vaccines causing autism. The aim of the project is to treat the vast complexity of such information dynamics in social systems by involving researchers in social sciences, journalism, computing, data mining and complexity science. The Project’s objectives are: - discovery and reverse-engineering the mechanisms of information spreading in social media, such as dynamics of news releases, blog and internet for posts, Twitter messages, e-mails etc., - training and exchange of knowledge between partners in different domains coming from Warsaw University of Technology, Jozef Stefan Institute, Wroclaw University of Technology and leading world universities Stanford University, Rensselaer Polytechnic Institute, Nanyang Technological University, - bidirectional knowledge transfer between academia and media industry (Slovenian Press Agency) by exposing researchers to real-life problems and giving business access to innovative methods and tools for information analysis.

The project will be based on three pillars: data acquisition, data mining/machine learning and complex systems modeling. The specific problems addressed will include understanding rules of and predicting information spreading in different media and about different topics, finding information sources and uncovering hidden information channels.

The secondments will accelerate individual careers of involved researchers, especially early stage ones. The project will lay foundations for long-term collaboration by strengthening existing links between partners and creating new ones.

Publications

List of publications.
year	authors and title	journal	last update
2019	Wenyuan Liu, StanisÅ‚aw Saganowski, PrzemysÅ‚aw Kazienko, Siew Ann Cheong Predicting the Evolution of Physics Research from a Complex Network Perspective published pages: 1152, ISSN: 1099-4300, DOI: 10.3390/e21121152	Entropy 21/12	2020-02-27
2019	MikoÅ‚aj Morzy, Tomasz Kajdanowicz, PrzemysÅ‚aw Kazienko, Grzegorz Miebs, Arkadiusz Rusin Priority Attachment: a Comprehensive Mechanism for Generating Networks published pages: , ISSN: 2045-2322, DOI: 10.1038/s41598-019-40015-9	Scientific Reports 9/1	2020-02-27
2020	Piotr Brodka, Katarzyna Musial, Jaroslaw Jankowski Interacting Spreading Processes in Multilayer Networks: A Systematic Review published pages: 10316-10341, ISSN: 2169-3536, DOI: 10.1109/ACCESS.2020.2965547	IEEE Access 8	2020-02-27
2017	Z. Herga, C. Doyle, S. Dipple, C. Nasman, G. Korniss, B.K. Szymanski, J. Brank, J. Rupnik, and D. Mladenic Building Clientâ€™s Risk Profile Based on Call Detail Records published pages: , ISSN: , DOI:	Proc SiKDD 2017	2020-02-27
2019	Sovan Saha, Piyali Chatterjee, Subhadip Basu, Mita Nasipuri, Dariusz Plewczynski FunPred 3.0: improved protein function prediction using protein interaction network published pages: e6830, ISSN: 2167-8359, DOI: 10.7717/peerj.6830	PeerJ 7	2020-02-27
2019	Jan ChoÅ‚oniewski, Julian Sienkiewicz, Gregor Leban, Janusz A. HoÅ‚yst Modeling of temporal fluctuation scaling in online news network with independent cascade model published pages: 129-144, ISSN: 0378-4371, DOI: 10.1016/j.physa.2019.02.035	Physica A: Statistical Mechanics and its Applications 523	2020-02-27
2019	StanisÅ‚aw Saganowski, Piotr BrÃ³dka, MichaÅ‚ Koziarski, PrzemysÅ‚aw Kazienko Analysis of group evolution prediction in complex networks published pages: e0224194, ISSN: 1932-6203, DOI: 10.1371/journal.pone.0224194	PLOS ONE 14/10	2020-02-27
2018	Piotr BrÃ³dka, Anna Chmiel, Matteo Magnani, Giancarlo Ragozini Quantifying layer similarity in multiplex networks: a systematic study published pages: 171747, ISSN: 2054-5703, DOI: 10.1098/rsos.171747	Royal Society Open Science 5/8	2020-02-27
2018	Julian Sienkiewicz, Krzysztof Soja, Janusz A. HoÅ‚yst, Peter M. A. Sloot Categorical and Geographical Separation in Science published pages: 8253, ISSN: 2045-2322, DOI: 10.1038/s41598-018-26511-4	Scientific Reports 8/1	2020-02-27
2019	Grzegorz Siudem, Janusz A. HoÅ‚yst Diffusion on hierarchical systems of weakly-coupled networks published pages: 675-686, ISSN: 0378-4371, DOI: 10.1016/j.physa.2018.08.078	Physica A: Statistical Mechanics and its Applications 513	2020-02-27
2018	JarosÅ‚aw Jankowski, Boleslaw K. Szymanski, PrzemysÅ‚aw Kazienko, RadosÅ‚aw Michalski, Piotr BrÃ³dka Probing Limits of Information Spread with Sequential Seeding published pages: , ISSN: 2045-2322, DOI: 10.1038/s41598-018-32081-2	Scientific Reports 8/1	2020-02-27
2018	MaÅ‚gorzata J. Krawczyk, Krzysztof KuÅ‚akowski, Janusz A. HoÅ‚yst Hierarchical partitions of social networks between rivaling leaders published pages: e0193715, ISSN: 1932-6203, DOI: 10.1371/journal.pone.0193715	PLOS ONE 13/3	2020-02-27
2018	Marcin Kulisiewicz, PrzemysÅ‚aw Kazienko, Boleslaw K. Szymanski, RadosÅ‚aw Michalski Entropy Measures of Human Communication Dynamics published pages: , ISSN: 2045-2322, DOI: 10.1038/s41598-018-32571-3	Scientific Reports 8/1	2020-02-27
2019	MichaÅ‚ Weskida, RadosÅ‚aw Michalski Finding influentials in social networks using evolutionary algorithm published pages: 77-85, ISSN: 1877-7503, DOI: 10.1016/j.jocs.2018.12.010	Journal of Computational Science 31	2020-02-27
2018	MikoÅ‚aj Morzy, Tomasz Kajdanowicz Graph Energies of Egocentric Networks and Their Correlation with Vertex Centrality Measures published pages: 916, ISSN: 1099-4300, DOI: 10.3390/e20120916	Entropy 20/12	2020-02-27
2019	Szymanski, P., & Kajdanowicz, T. scikit-multilearn: A scikit-based Python environment for performing multi-label classification published pages: , ISSN: 1532-4435, DOI:	Journal of Machine Learning Research 1-22	2020-02-27
2019	Å.G. Gajewski, K. Suchecki, J.A. HoÅ‚yst Multiple propagation paths enhance locating the source of diffusion in complex networks published pages: 34-41, ISSN: 0378-4371, DOI: 10.1016/j.physa.2018.12.012	Physica A: Statistical Mechanics and its Applications 519	2020-02-27
2018	Biecek, Przemyslaw DALEX: explainers for complex predictive models published pages: 3245-3249, ISSN: 1532-4435, DOI:	The Journal of Machine Learning Research 19,1	2020-02-27
2016	MikoÅ‚aj Morzy, Tomasz Kajdanowicz, BolesÅ‚aw K. SzymaÅ„ski Benfordâ€™s Distribution in Complex Networks published pages: , ISSN: 2045-2322, DOI: 10.1038/srep34917	Scientific Reports 6/1	2020-02-27
2017	J. Toruniewska, K. KuÅ‚akowski, K. Suchecki, J. A. HoÅ‚yst Coupling of link- and node-ordering in the coevolving voter model published pages: 42306, ISSN: 2470-0045, DOI: 10.1103/PhysRevE.96.042306	Physical Review E 96/4	2020-02-27
2017	Roman Bartusiak, Åukasz Augustyniak, Tomasz Kajdanowicz, PrzemysÅ‚aw Kazienko, Maciej Piasecki WordNet2Vec: Corpora agnostic word vectorization method published pages: , ISSN: 0925-2312, DOI: 10.1016/j.neucom.2017.01.121	Neurocomputing	2020-02-27
2018	Robert Paluch, Xiaoyan Lu, Krzysztof Suchecki, BolesÅ‚aw K. SzymaÅ„ski, Janusz A. HoÅ‚yst Fast and accurate detection of spread source in large complex networks published pages: 2508, ISSN: 2045-2322, DOI: 10.1038/s41598-018-20546-3	Scientific Reports 8/1	2020-02-27
2017	Fredrik Erlandsson, Piotr BrÃ³dka, Martin Boldt, Henric Johnson Do We Really Need to Catch Them All? A New User-Guided Social Media Crawling Method published pages: 686, ISSN: 1099-4300, DOI: 10.3390/e19120686	Entropy 19/12	2020-02-27
2016	Å.G. Gajewski, J. ChoÅ‚oniewski, J.A. HoÅ‚yst Key Courses of Academic Curriculum Uncovered by Data Mining of Students\' Grades published pages: 1071-1076, ISSN: 0587-4246, DOI: 10.12693/APhysPolA.129.1071	Acta Physica Polonica A 129/5	2020-02-27
2017	MikoÅ‚aj Morzy, Tomasz Kajdanowicz, PrzemysÅ‚aw Kazienko On Measuring the Complexity of Networks: Kolmogorov Complexity versus Entropy published pages: 1-12, ISSN: 1076-2787, DOI: 10.1155/2017/3250301	Complexity 2017	2020-02-27
2017	JarosÅ‚aw Jankowski, Piotr BrÃ³dka, PrzemysÅ‚aw Kazienko, Boleslaw K. Szymanski, RadosÅ‚aw Michalski, Tomasz Kajdanowicz Balancing Speed and Coverage by Sequential Seeding in Complex Networks published pages: , ISSN: 2045-2322, DOI: 10.1038/s41598-017-00937-8	Scientific Reports 7/1	2020-02-27
2017	Tomasz Trzcinski, Adam Bielski, Pawel Cyrta, Matthew Zak SocialML: machine learning for social media video creators published pages: , ISSN: , DOI:	Neural Information Processing Systems Conference (NIPS) 2017 - Workshop on Machine Learning for Creativity and Design	2020-02-27
2016	Piotr SzymaÅ„ski, Tomasz Kajdanowicz, Kristian Kersting How Is a Data-Driven Approach Better than Random Choice in Label Space Division for Multi-Label Classification? published pages: 282, ISSN: 1099-4300, DOI: 10.3390/e18080282	Entropy 18/8	2020-02-27
2017	JarosÅ‚aw Jankowski, RadosÅ‚aw Michalski, Piotr BrÃ³dka A multilayer network dataset of interaction and influence spreading in a virtual world published pages: 170144, ISSN: 2052-4463, DOI: 10.1038/sdata.2017.144	Scientific Data 4	2020-02-27
2017	Anna Chmiel, Julian Sienkiewicz, Katarzyna Sznajd-Weron Tricriticality in the q -neighbor Ising model on a partially duplex clique published pages: 62137, ISSN: 2470-0045, DOI: 10.1103/PhysRevE.96.062137	Physical Review E 96/6	2020-02-27

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