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Publications

PKDD Paper Image [c19] ECML-PKDD, 2016
Mario Cataldi, L. Di Caro and C. Schifanella
Ranking Researchers through Collaboration Pattern Analysis
Proceedings of The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD), 2016.

Tags: Bibliometrics, Ranking, Collaboration Graph
SIDEWAYS Paper Image [e4] SIDEWAYS, 2016
2nd International Workshop on Social Media World Sensors
Held in conjunction with the 10th Edition of its Language Resources and Evaluation Conference (LREC).

Tags: Social Media, Data Mining, Sensors
EGC Paper Image [c18] EGC, 2016
A. Bossard, Mario Cataldi, C. Le Duc and M. Lamolle
Évaluation et prédiction de centralité de groupes de recherche
Proceedings of the French Conference on Extraction et Gestion des Connaissances (EGC), 2016.

Tags: Bibliometrics, Collaboration Graph, Graph Centrality, Ontology
SNAM Paper Image [e3] Special Issue, Social Media World Sensors, 2016
Special issue of the Springer International Journal Social Network Analysis and Mining (SNAM) .

Tags: Social Media, Data Mining, World Sensors
SIGIR Paper Image [c17] SIGIR, 2015
E. Malherbe, , Mario Cataldi, and A. Ballatore
Bringing Order to the Job Market: Efficient Job Offer Categorization in E-Recruitment.
Proceedings of the SIGIR Symposium on IR in Practice (SIGIR), 2015.

Tags: E-Recruitment, Job Offer Classification, Text Mining
kaisImage [j6] KAIS, 2015
Mario Cataldi, M-A. Aufaure.
The Ten Million Follower Fallacy: Audience Size Does not Prove Domain-Influence on Twitter.
Journal of Knowledge and Information Systems, 2015.

Tags: Social Network Analysis, Twitter, Social Computing, Information Propagation
SIDEWAYS Paper Image [e2] SIDEWAYS, 2015
1st International Workshop on Social Media World Sensors
Held in conjunction with the 26th ACM Conference on Hypertext and Social Media

Tags: Social Media, Data Mining, Sensors
WORKSWEB Paper Image [e1] WORKS-WEB, 2015
1st Workshop on Ontology, Reasoning, Knowledge and Semantic Web
Held in Montreuil on June 24th, 2015

Tags: Ontolgoy, Semantic Web, Reasoning
SAVE-SD Paper Image [c16] SAVE-SD, 2015
L. Di Caro, Mario Cataldi, M. Lamolle and C. Schifanella
It is not What but Who you Know: a Time-Sensitive Collaboration Impact Measure of Researchers in Surrounding Communities.
Proceedings of the Workshop on Semantics, Analytics, Visualisation: Enhancing Scholarly Data (SAVE-SD), co-located with the 24th International World Wide Web Conference (WWW), 2015.

Tags: Social Network, Collaboration Index, Bibliometrics
Chapter Image [b3] Book Chapter
Mario Cataldi, L. Di Caro, C. Schifanella.
Twitter as a Personalizable Information Service.
Edited Volume of "Multimedia Data Mining and Analytics - Disruptive Innovation" (Springer), 2014.

Tags: Twitter, Social Data, Information Service
ASONAM Paper Image [c15] ASONAM, 2014
Mario Cataldi, L. Di Caro, M. Lamolle and C. Schifanella
Tell Me Who Your Friends Are and I'll Tell You Who You Are: Studying the Evolution of Collaborations in Research Environments.
Proceedings of The IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM), 2014.

Tags: Social Network, Collaboration Index, Bibliometrics
ASONAM Paper Image [c14] ASONAM, 2014
E. Malherbe, M. Diaby, Mario Cataldi, E. Viennet, and M-A. Aufaure
Field Selection for Job Categorization and Recommendation to Social Network Users.
Proceedings of The IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM), 2014.

Tags: Social Network, Field Selection, e-Recruitment
SAC Image [c13] SSA, 2014
Y. Vanrompay, Mario Cataldi, M. Le Glouanec, M-A Aufaure, M. Lamolle
Sentiment Analysis for Dynamic User Preference Inference in Spoken Dialogue Systems.
Proceedings of the First Workshop on Semantic Sentiment Analysis (SSA) at ESWC2014, 2014.

Tags: User Preferences, Sentiment Analysis, Recommendation
SNAM Image [j5] SNAM, 2013
Mario Cataldi, A. Ballatore, I. Tiddi, M-A. Aufaure.
Good Location, Terrible Food: Detecting Feature Sentiment in User-Generated Reviews.
Journal of Social Network Analysis and Mining, 2013.

Tags: Sentiment Analysis, Social Network Analysis, TripAdvisor, NLP
Tist Image [j4] TIST, 2013
Mario Cataldi, L. Di Caro, C. Schifanella.
Personalized Emerging Topic Detection based on a Term Aging Model.
ACM Transactions on Intelligent Systems and Technology, 2013.

Tags: Social Network Analysis, Personalization, Topic Detection
SAC Image [c12] SAC, 2013
Mario Cataldi,N.Mittal, M-A Aufaure.
Estimating Domain-based User Influence in Social Networks.
The 28th Symposium On Applied Computing (SAC), 2013.

Tags: Social Network, User Authority, Information Spread
KDD Image [c11] KDD, 2012
C. Schifanella, L. Di Caro, Mario Cataldi, M-A Aufaure.
D-INDEX: a Web Environment for Analyzing Dependences among Scientific Collaborators.
The 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2012.

Tags: Scientometrics, DBLP, Visualization Tools
Scientometrics Image [j3] Scientometrics, 2012
L. Di Caro, Mario Cataldi, C. Schifanella.
The d-index: Discovering Dependences among Scientific Collaborators from their Bibliographic Data Records.
International Journal of Scientometrics, 2012.

Tags: Social Network Analysis, Collaboration Network, DBLP
DKE Image [j2] DKE, 2012
Mario Cataldi K. Selcuk Candan and M.L. Sapino.
Narrative-based Taxonomy Distillation for Effective Indexing of Text Collections.
Journal of Data & Knowledge Engineering (DKE), 2012.

Tags: Text Mining, Data Summarization, Data representation
Patent Image [p1] Patent WO/2010/075889
F. Antonelli, D. Mana, R. Simeoni, M. Geymonat, Mario Cataldi, L. Di Caro, M.L. Sapino, K.S. Candan.
Method and System for Content Classification
Pub. No.: WO/2010/075889 International Application No.: PCT/EP2008/068356.

Tags: Text Mining, Data representation, Information Retrieval
Chapter Image [b2] Book Chapter
Mario Cataldi, L. Di Caro, C. Schifanella.
Improving Search and Navigation User Experience by Making Use of Social Data.
Edited Volume of "Harnessing the Power of Social Media and Web Analytics: Techniques, Tools, and Applications" (IGI Global), 2013.

Tags: Social Data, Search, Information Retrieval
AAMAS Image [c10] AAMAS, 2012
Mario Cataldi, R. Damiano, V. Lombardo and A. Pizzo.
An Agent-based Annotation Model for Narrative Media.
Eleventh International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2012.

Tags: Multimedia Annotation, Semantic Data, BDI models
Chapter2 Image [b1] Book Chapter
Mario Cataldi, R. Damiano, V. Lombardo and A. Pizzo.
Lexical Mediation for Ontology-based Annotation of Multimedia.
Edited Volume of "New Trends of Ontologies and Lexical Resources" (Springer), 2012.

Tags: Multimedia Annotation, Semantic Data, BDI models
CBMI Image [c9] CBMi, 2011
Mario Cataldi, L. Di Caro, C. Schifanella
IMMersive Text Documents EXploration System.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing (CBMI 2011).

Tags: Data Mining, Information Retrieval, Exploration of Text Corpora.
AIXIA Image [c8] AI*IA, 2011
Mario Cataldi, R. Damiano, V. Lombardo, A. Pizzo, D. Sergi
Integrating Commonsense Knowledge into the Semantic Annotation of Narrative Media Objects.
Proceedings of the 12th International Conference on Advances in Artificial Intelligence (AI*IA) 2011

Tags: Virtual Agents, Artificial Intelligence, Annotation of media objects.
ICIDS Image [c7] ICIDS, 2011
Mario Cataldi, R. Damiano, V. Lombardo, A. Pizzo.
Representing Dramatic Features of Stories through an Ontological Model.
Proceedings of the 4th International Conference on Interactive Digital Storytelling, (ICIDS) 2011

Tags: Ontologies, Knowledge Representation, Agents, Artificial Intelligence.
MDM Image [c6] MDM-KDD, 2010
Mario Cataldi, L. Di Caro, C. Schifanella
Emerging Topic Detection on Twitter based on Temporal and Social Terms
Workshop on Multimedia Data Mining, held in conjunction with KDD 2010.

Tags: Temporal Data Mining, Social Network
CIKM Image [c5] CIKM, 2010
Mario Cataldi, K. Selcuk Candan and M.L. Sapino.
ANITA: A Narrative Interpretation of Taxonomies for their Adaptation to Text Collections.
Proceedings of the 19th International Conference on Information and Knowledge Management (CIKM), 2010.

Tags: Text Data Representation, Text Data Indexing, Taxonomy Distillation
EDBT Image [c4] EDBT, 2010
Mario Cataldi, K. Selcuk Candan and M.L. Sapino.
Reducing metadata complexity for faster table summarization.
Proceedings of the 13th International Conference on Extending Database Technology (EDBT), 2010.

Tags: Database summarization, Data Representation
JMTP Image [j1] JMTP, 2010
Mario Cataldi, C. Schifanella, K. Selcuk Candan, M.L. Sapino, L. Di Caro.
Context-informed Knowledge Extraction from Document Collections to Support User Navigation,
Journal of Multimedia Processing and Technologies, 2010.

Tags: Data Mining, Information Retrieval, Exploration of Text Corpora.

MEDES Image [c3] MEDES, 2009
Mario Cataldi, Claudio Schifanella, K. Selcuk Candan, Maria Luisa Sapino, Di Caro L.
CoSeNa: a Context-based Search and Navigation System"
ACM MEDES 2009

Tags: Data Mining, Information Retrival, Exploration of Text Corpora
ODBIS Image [c2] ODBIS, 2008
K. Selcuk Candan, Mario Cataldi, Claudio Schifanella, and M.L. Sapino.
Structure- and Extension-Informed Taxonomy Alignment.
Proceedings of the 4th ODBIS Workshop of VLDB on Ontologies-based Techniques for DataBases in Information Systems and Knowledge Systems (ODBIS), 2008

Tags: Taxonomy alignment, Text Indexing, Text Classification
NLDB Image [c1] NLDB, 2008
A. Favenza, Mario Cataldi, M.L. Sapino and A. Messina
Development Based Refinement of Audio-Segmented Television News.
Proceedings of the 13th International Conference on Applications of Natural Language to Information Systems (NLDB), 2008

Tags: NLP, Text Segmentation, Text Indexing