Claudia Marinica

Assistant Professor

News:

- The paper "Towards a Semantic Indoor Trajectory Model" accepted to Big Mobility Data Analytics (BMDA) Workshop jointly organized with the 22nd International Conference on Extending Database Technology (EDBT2019).

- January 2019 : relected as member of the Scientific Association Extraction et Gestion des Connaissances as vice-treasurer.

- Since May 2018, I am member of the direction board for the new Digital Hummanities Institute @ University of Cergy-Pontoise.

- Since January 2018, I co-animate the working Group DAHLIA: DigitAl Humanities and cuLtural herItAge: management and analysis of data and knowledge that I co-coordinate was launched on the 25 January 2018 and validated in June 2018 by the coordinating committee of EGC Association.

- In January 2019, I co-organized the Workhop DAHLIA: DigitAl Humanities and cuLtural herItAge: management and analysis of data and knowledge jointly with the EGC2019 conference. The proceedings are available here.

- In January 2019, I co-organized the winter school é-EGC on "Privacy Preserving, Reasoning, Explaining": more details here. The winter school é-EGC is jointly organized with the EGC2019 conference.

- The paper "Les événements dans l'ontologie CRMCR dédiée à la conservation et la restauration des oeuvres d'art" accepted to DAHLIA workshop.

- The paper "Le repas gastronomique des Français comme patrimoine culturel immatériel de l'humanité : caractérisation et transmission à travers les tweets des chefs 2 et 3 étoiles au Guide Michelin" accepted to DAHLIA workshop.

- An article under preparation for WIREs Data Mining and Knowledge Discovery

- The paper "CRMcr - a CIDOC-CRM extension for supporting semantic interoperability in the conservation and restoration domain" accepted to Digital Heritage 2018 congres with excellent reviews!

- Article "Personal Networks of Scientific Collaborators: a large scale experimental analysis of their evolution" accepted to Springer series "Communications in Computer and Information Science" (CCIS) via ISIP Workshop 2016. To appear.

Claudia Marinica


I am currently Assistant Professor in Paris area, at the University of Cergy-Pontoise, IUT of Cergy-Pontoise member of the University of Paris Seine , in the Métiers du Multimédia et de l'Internet - in short, MMI - department, and I am conducting my research activities in the Equipes Traitement de l'Information et Systèmes research laboratory (ETIS Lab), Multimedia Indexation and Data Integration research team (MIDI). I have joined the University of Cergy-Pontoise in 2011, after defending my PhD in 2010 in the Laboratoire des Sciences du Numérique de Nantes research laboratory (LS2N Lab), Data User Knowledge (DUKe) research team, Polytech'Nantes, University of Nantes.
My research activity is positioned in the data analytics research area, and I am particularly interested in mining big datasets by exploiting at the same time additional community knowledge, usually expressed in the form of semantically enriched information represented by ontologies or other graph like structures. During my PhD I proposed a new approach of post-processing association rules integrating user knowledge under the form of ontologies.
Since 2011, when I joined the ETIS Lab, I have significantly opened up my area of interest by starting collaborations with my team colleagues, but also with a linguist colleague from the MMI department and several cultural institutions (Laboratoire de Recherche des Monuments Historiques, Centre de Recherche et de Restauration des Musées de France, Centre de Recherche sur la Conservation des Collections, Louvre Museum) via different projects. In these past years, I have worked on different research problems related to data analytics and/or user/community knowledge management which are described in the Research page.
In 2018, I initiated the working group DAHLIA: DigitAl Humanities and cuLtural herItAge: management and analysis of data and knowledge and since May 2018, I am an elected member of the direction Council of the Digital Hummanities Institute of the University of Cergy-Pontoise.

Research


Frequent pattern mining (frequent/unfrequent items) integrating user knowledge

Currently, I am working along 3 directions: (1) mining association rules based on disjunctive frequent patterns made up of unfrequent items that are semantically close, (2) mining frequent and homogeneous closed itemsets, and (3) mining frequent itemsets with vertical data layout in MapReduce.

Online Personal Networks Analysis

Here, I am studying the problem of predicting the state of an OPN at time t+1, knowing its state at all the previous $t$ timestamps for online personal networks. In order to tackle this problem, we make a comparative study of existing evolution models for OSNs, and we test their applicablility to OPNs on OPNs from the DBLP database (https://datahub.io/fr/dataset/dblp).

Knowledge management and extraction for Digital Heritage/Humanities

In the area of knowledge management and extraction for Digital Heritage, I work towards two directions: (1) build an ontological model to solve interoperability issues in cultural heritage area (PARCOURS and PatrimEph project funded by PATRIMA LabEx), and (2) study political discourse in Twitter.

Privacy preserving trajectory mining using places' semantics

I study here the solutions to publishing semantic trajectory data (a semantic trajectory is a raw trajectory cut into labeled stops and movings where a label is a semantic place) while guaranteeing the protection of sensitive users data.

Advisory academic experience

PhD students:

Oct 2016 - now Alexandros Kontarinis "Mining and Analysing enriched trajectories - Application to the trajectories of the visitors of a museum" (collaboration with Louvre Museum)

Oct 2014 - now Sarah Djemili "Egocentric online social networks: algorithms for information flow and community formation"

Oct 2013 - June 2015 Jean-Philippe Attal "Online social networks analysis in parallel environments"

2012 - 2015 Inès Hillali "Mining disjunctive patterns"

Post-docotrant researchers supervision:

2017-2019 Inès Bannour (PARCOURS project)

2014-2017 Cheikh Niang (PARCOURS project)

Master of Science Internships supervision:

2016-2017 Nader Hassine

2015-2016 Jalel Haji

2015-2016 Naoual Haddioui

2014-2015 Haile Misgna

2013-2014 Pierre Thomazo

2013-2014 Abir Ghariani

2013-2014 Sarah Djemili

2007-2008 Andrei Olaru

2006-2007 Loic Glimois

Other Internships supervision:

2016-2017 Sofiane Khodja

Projects supervision:

2017-2018 Mohammed Errahmani

2014-2015 Alexandre Noel

2014-2015 Nicolas Noel

2014-2015 Yuxuan Zhang

2013-2014 Pierre Thomazo

2013-2014 Youness Mourtaji

Research projects

2017 - 2018 Limited participation in the ANTIMOINE project - 2013 ANR Call

2016 - 2019 "TRAJECTOIRES: Mining and Analysing of enriched trajectories - Application to the trajectories of the visitors of a museum" (collaboration with Louvre Museum) - 2016 LabEx PATRIMA Call

2016 - 2017 "#Idéo2017: development of a tool for analyzing political tweets during the election campaigns" - Printemps 2016 Fondation University of Cergy-Pontoise Call

2016 - 2017 "Cultural heritage and restoration-conservation: ontology for using a terminology referential common to different data sources 3" (PARCOURS3) - 2015 LabEx PATRIMA Call

2015 - 2016 PARCOURS2 - 2015 LabEx PATRIMA Call

2014 - 2016 "Privacy-Aware TRAjectory Mining" (PATRAM) - 2014 STIC-AmSud Call

2014 - 2015 "Data Management in the Cloud Era" - 2014 CONNECT2SEA Call

2014 - 2015 "Trajectory mining among indoor moving objects applied to Cultural Institutions" - BQR ENSEA Call

2013 - 2015 PARCOURS - 2013 LabEx PATRIMA Call

2013 - 2015 "Gestion Optimisée des Données dans les nuages" (GOD) - 2013 STICAsia Call

2013 - 2014 "Datajournalism and digital humanities: the case of political lexique" - Printemps 2013 Fondation Université Cergy-Pontoise Call

Teaching


Research-related

Data Mining

Big Data

XML and Semantic Web


Programming

C Programming

Object Oriented Programming / Java


Web Programming - Font End

HTML / CSS / Bootstrap

JavaScript / jQuery / Popcorn.js


Mobile Programming

Android


Pedagogical responsibilities

2018 - now Responsible of the specialization "Parcours Technologique de Grade Licence" in the DUT MMI.

2015 - 2017 Responsible of the specialization "Communication and digital medias" in 2nd year of DUT MMI.

2015 - 2017, 2018 - now In charge of the tutored projects (projets tuteurés) for the 2 years of DUT MMI. In 2015 we collaborated for these projects with the SNSM association, and this year we are collaborating with Centre d'Art d'Enghien; the students were supposed to produce in the 1st case a video, and in the 2nd case a web site.

2012 - 2014 In charge of the organization of the Time Table for the 2 years of DUT MMI.

Publications


BDLP

Please check my publications on DBLP.


Google Scholar

Please check my Google Scholar page.


HAL

Please check my HAL page.


ResearchGate

Please visit my page on ResearchGate.

Responsibilities / Collective charges


Contribution to the research community

Board member of scientific organizations

2018 - now Co-animateur of the DAHLIA working group supported by the EGC Association

2018 - now Elected member of direction Council of the Digital Hummanities Institute of the University of Cergy-Pontoise

2012 - 2017 Elected member of ETIS Lab's Council

2012 - now Elected member of Scientific EGC Association's board - vice treasurer

2012 - 2019 Editorial board member of the "1024 - Bulletin de la Société Informatique de France"

Member of Organization Committee of conferences

2018 Organisation Committee of the CMC-CORPORA 2019 Conference, Cergy-Pontoise, France.

2018 Organisation Committee of the 5th Winter School é-EGC on the theme "Privacy Preserving, reasoning, explaining". In conjunction with the 19th (French Speaking) Conference on Knowledge Extraction and Management (EGC2019), Metz, France.

2017 Organisation Committee of the 4th Winter School é-EGC on the theme "Social Networks". In conjunction with the 18th (French Speaking) Conference on Knowledge Extraction and Management (EGC2018), Paris, France.

2017 Organisation Committee of the Conference "Intelligent Territories: such a smart model? Paradoxical effects of a technological and social mutation" (TERRI'2017), 22-24 March 2017, Cergy-Pontoise, France. This conference is supported by all the Institutions part of the COMMUE Université Paris Seine, and by the COMMUE itself.

2016 Organisation Committee of the 3rd Winter School é-EGC on the theme "Semantic Web". In conjunction with the 17th (French Speaking) Conference on Knowledge Extraction and Management (EGC2017), 23-27 January 2017, Grenoble, France.

2016 Organisation Committee of the 2nd Winter School é-EGC on the theme "Pattern Mining". In conjunction with the 16th (French Speaking) Conference on Knowledge Extraction and Management (EGC2016), 18-22 January 2016, Reims, France.

2014 Organization Committee of the "Data Management in the Cloud Era" Workshop, Kuala Lumpur, Malaysia, 8 October 2014 (partially funded by the CONNECT2SEA project).

2013 Organization Committee of the 2nd International Workshop on Open Data (WOD), Paris, 3 June 2013.

2013 Organization Committee of the Open Data Tutorials, Paris, 29-31 May 2013.

2012 - 2016 Organization of the Journée des Doctorants of ETIS Lab.

2007 - now Organization Committee of the French-speaking Conference on Data and Knowledge Management ("Extraction et Gestion des Connaissances") (EGC 2008, EGC2009, EGC2010, EGC2011, EGC2012, EGC2013, EGC2014, EGC2016, EGC2017, EGC2018, EGC2019) - in charge of registrations and billing (approx 240 participants): registration web site, in contact with the participants, and billing. The EGC conference is organized by the "Extraction et Gestion de Connaissances" (EGC) Association.

Since 2006 Non official board member of the EGC Association "Extraction et Gestion des Connaissances" (official since 2012):
- till 2009: Maintenance (in collaboration with Julien Blanchard and Jérôme David till 2008) of the web site of the association; - till 2009: Papers' abstracts indexation of EGC (2003 - 2009).

2006 - 2007 Organization committee of the workshop "Modélisation des connaissances", chair Henri Briand jointly organized with "Extraction et Gestion de Connaissances" 2007 (EGC 2007) , Namur, Belgique.

Program committees

Since 2019 ESWC (Extended Semantic Web Conference)

Since 2018 CIKM (International Conference on Information and Knowledge Management)

Since 2017 WWWW (The Web Conference)

Since 2017 ISWC (International Semantic Web Conference)

Since 2014 ISIP (International Workshop on Information Search, Integration, and Personalization)

Since 2013 EGC (Extraction et Gestion des Connaissances)

2018 DAHLIA (DAHLIA workshop jontly organized with the EGC conference 2019)

Reviews

2018 INS (Information Sciences), ICDM (International Conference on Data Mining)

2017 INS (Information Sciences), DSAA (International Conference on Data Science and Advanced Analytics)

2016 INS (Information Sciences), ICDM (International Conference on Data Mining), IJDMMM (International Journal of Data Mining, Modelling and Management)

2015 Expertise dossier CIFRE, IJDMMM (International Journal of Data Mining, Modelling and Management), DSAA (International Conference on Data Science and Advanced Analytics)

2013 CIKM (ACM International Conference on Information and Knowledge Management), ICDM (International Conference on Data Mining)

2012 CIKM (ACM International Conference on Information and Knowledge Management), ASONAM (IEEE International Conference on Advances in Social Networks Analysis and Mining), ICDM (International Conference on Data Mining)

2011 ASONAM (International Conference on Advances in Social Networks Analysis and Mining), ICDM (International Conference on Data Mining), ISMIS2011 (19th International Symposium on Methodologies for Intelligent Systems 2011), SIAM (International Conference on Data Mining)

2010 SIAM (International Conference on Data Mining), COMPSTAT (19th International Conference on Computational) Statistics, TKDE (Transactions on Knowledge and Data Engineering, special issue Domaindriven Data Mining)

Collective charges

Selection committees for Assistant Professor

2015 - 2016 Participation as internal member in the Selection Committee for an Assistant Professor recruitment in 27th section at University of Cergy-Pontoise, department of Computer Science. Position profile: Databases and Machine Learning.

2013 - 2014 Participation as external member in the Selection Committee for an Assistant Professor recruitment in 27th section at University of Rennes 1, UFR ISTIC & IRISA (Data and Knowledge Management department). Position profile: Information systems and databases.

2013 - 2014 Participation as external member in the Selection Committee for an Assistant Professor recruitment in 27th section at University of Rennes 1, IUT de Lannion, Computer Science department & IRISA (Data and Knowledge Management department). Position profile: Information systems ands databases.

2012 - 2013 Participation as internal member (to represent the MMI department) in the Selection Committee for an Assistant Professor recruitment in 6th section (management/marketing) at IUT of Cergy-Pontoise, Métiers du Multimédia et de l'Internet department & THEMA.

Other collective charges

2012 - now Representative of the MIDI team in the Communication Team of the ETIS Lab.

2013 - 2017 Representative of the dept MMI in the "Decision Board" (Commission de choix), and then of the "Limited Board" (Conseil restreint) of the IUT of Cergy-Pontoise.

2015, 2016 & Representative* of the dept MMI at the Rencontres du réseau Réseau International Universitaire de Création Numérique (RUN) (http://www.reseau-run.com/). Participation to RUN2015 in Toulon, RUN2016 in Rouyn-Noranda (Quebec) and RUN2017 in Sfax (Tunisie). The RUN meeting is organized in one week around two main objectives: (1) a two days research conference on a specific area, and (2) 48h of competition between groups of students on a multimedia project.