Track 1
Track 1: IR, Big Data, Business Intelligence, & Knowledge Management
Track Co-Chairs
• Henda Ben Ghezala, Université de la Manouba, Tunisia
• Khalid Belhajjame, University Paris-Dauphine, France
• ID HAMMAD Mohamed: Faculté des Sciences Agadir, Morocco
Short description:
Over the past 20 years, data has increased in a large scale in various fields. Hundreds of Petabyte are generated every day by industries, Internet companies, medias and social networks. This explosive increase of big masses of structured and unstructured data need more real-time analysis which challenges the existing traditional analytic tools. The exponential growth of organizations’ needs for data analysis for Business Intelligence purposes and Knowledge management requires more sophisticate tools. However, it impossible to perform any kind of exploratory or analysis on this Big amount of data by using desktop or non-parallel tools. Hence, the needs for developing of new technologies, methods and algorithms for Big data generation, acquisition, storage and analysis.
This track provides a forum for researchers, practitioners, developers, and users to explore and share the latest results, approaches, techniques, concepts, and technologies in Big Data, Business Intelligence, IR knowledge management, and Data Analytics.
Topics:
• Foundational Models for Big Data
• Computational Modeling for Big Data
• Algorithms and Programming Techniques for Big Data Processing
• Big Data Analytics and Metrics
• Decision making in social and mobile network Big Data
• Large-scale Recommendation and Social Media Systems
• Privacy Preserving Big Data Analytics
• Anomaly Detection in Very Large Scale Systems
• Collaborative Threat Detection using Big Data Analytics
• Algorithms and Systems for Big Data Search
• Distributed, and Peer-to-peer Search
• Machine learning based on Big Data
• Visualization Analytics for Big Data
• Big Data Economics
• Real-life Case Studies of Value Creation through Big Data Analytics
• Scientific Applications of Big Data
• Information Retrieval models
• Text representation, Query models, Query Languages, Query Processing
• Novel IR Interfaces (Exploratory, Interactive, Accessible)
• Semantic search (entity-based IR, Linked data)
• Collaborative, Crowd-Based, and Game-Based Approaches to IR
• Context-based IR (mobile search, Click Models, Interaction Models)
• Personalization, Recommendation, Advertising, and Search
• Aggregation (Summarization, Clustering, Integration), Classification
• Information Extraction and Filtering
• Social Media and Social Networks (analysis, management, search)
• Spatial, Temporal, and Graph Data (analysis, management, search)
• Time-Sensitive and Real-time Search
• Graph, Semantics, Web, Management
• Applications (in Business and science)
PC members:
Anja Habacha, RIADI, ENSI, Univ. Manouba, Tunisia
Bernadette Farias-Loscio, UFPE, Brasil
Chokri Ben Amar, ENIS, Tunisia
Fadoua Wamani, RIADI, ENSI, Univ. Manouba, Tunisia
Faouzi Boufarès, LIPN, Univ. Paris13, France
Genoveva Vargas-Solar, LIG, Grenoble, France
Hamamache Kheddouci, University of Lyon 1, France
Ikram Amous, MIRACL, Univ Sfax, Tunisia
Imed Boughzela, Telecom Ecole de Management, Institut Mines Telecom, France
Javier Espinosa, LIG, Grenoble, France
Jose-Luis Zechinelli-Martini, UDLAP
Lamia Labed, RIADI, ISG, Univ Tunis, Tunisia
Lassaad Mejri, RIADI, FSB, Univ. Carthage, Tunisia
Mahmoud Barhamgi, Université de Lyon 1, France
Malek Ghenima, RIADI, ESC, Univ. Manouba, Tunisia
Malika Charrad, RIADI, ISIMed, Univ. Gabès, Tunisia
Martin Musicante, Universidade Federal do Rio Grande do Norte
Maude Manouvrier, Université Paris Dauphine, LAMSADE, France
Mohammed Haddad, This email address is being protected from spambots. You need JavaScript enabled to view it.
Nadia Ghazzali, Université du Québec à Trois-Rivières, Canada
Nesrine Ben Mustapha, RIADI, Univ. Manouba, Tunisia
Nesrine Ben Yahia, RIADI, ENSI, Univ. Manouba, Tunisia
Patricia Serrano-Alvarado, Université de Nantes
Plácido Neto, Federal Institute of Rio Grande do Norte
Riadh Hajmtir, RIADI, ISIMa, Univ Sousse, Tunisia
Rim Drira, RIADI, ENSI, Univ. Manouba, Tunisia
Rim Faiez, LARODEC, IHEC, Univ. Carthage, Tunisia
Samir Tata, Télécom SudParis, université Paris Saclay
Sonia Ayachi, RIADI, ISG, Univ Sousse, Tunisia
Wahiba Ben Abdesselem, RIADI, Tunisia / Taif Univ, KSA
Walid Chaker, RIADI, ENSI, Univ. Manouba, Tunisia
Walid Gaaloul, Télécom SudParis, France
Yasser Jaraweh, Jordan University of Science and Technology
Yemna Sayeb, RIADI, ISAMM, Univ. Manouba, Tunisia
Youssef Ben Halima, RIADI, ISAMM, Univ. Manouba, Tunisia
Hassan Badir, National School of Applied Sciences Tangier, Morocco