Calls for Papers (special): International Journal of Information Retrieval Research (IJIRR)


Special Issue On: Deep Learning and Its Application in Big Data Information Retrieval

Submission Due Date
12/29/2019

Guest Editors
Hadj Ahmed BOUARARA, GeCoDe Laboratory Dr Molay Tahar University of Saida Algeria, bouararaahmed1990@gmail.com

Soufiane Boulehouache, LIRE Laboratory 20 Août 1955-Skikda University, sboulehouache@yahoo.com

Introduction
Big data has become the basis of all the major trends that are happening today. This important concept, represents the exponential growth of volume and the variety of data collections, one of the advantages of this technique is the ability to process heterogeneous data with multiple structures and formats in a distributed architecture, such as textual documents, also as the name implies "big data" refers to the huge amount of data counted by petabytes which implies an extension of the information retrieval (IR) technique in order to to better meet the needs of modern users.

The Deep Learning (DL) is based on the idea of artificial neural networks and is designed to handle large amounts of data by adding layers to the network. A DL model has the ability to extract characteristics from raw data through multiple processing layers consisting of multiple linear and nonlinear transformations The missions of this special issue of IJIRR aims to regroup the various researchs made in the intersection of three domains: deep learning (DL) applications in information retrieval (IR) tasks (filtering, multimedia search, adhoc research, clustering) with a big data environment

Objective
The missions of this special issue of IJIRR aims to regroup the various researchs made in the intersection of three domains: deep learning (DL) applications in information retrieval (IR) tasks (filtering, multimedia search, adhoc research, clustering) with a big data environment..

While this special issue is aimed to bring together extended version of few significant articles from The International Conference on Theoretical and Applicative Aspects of Computer Science to be held in 20 Août 1955 University, Skikda, Algeria from 15-16 December 2019. However it is also completely open to external submissions for authors who have not participated to the conference.

Recommended Topics
1. Image processing, segmentation and registration
2. Motion, Object Tracking and Video Analysis
3. Medical and application dedicated image analysis
4. Energy Minimization based Vision
5. Data mining and machine learning
6. Distributed and Collective Vision
7. Data and knowledge engineering and modeling
8. Image and multimedia search and retrieval
9. Data classification and clustering
10. Sensorial information and knowledge engineering and modeling
11. Signal, speech and time series analysis, recognition and retrieval
12. Image analysis, scene understanding and character recognition
13. Open and smart government
14. Smart cities, smart homes
15. Smart grids and the Internet of things (infrastructure, transportation, governance, environment, health care, safety, security, and energy)
16. Smart devices and their novel use in public management
17. Smart (technology-facilitated) practices such as payment systems, identification systems, etc.
18. Smart city (governance) and emerging technologies (IoT, big data, open data, social media & networks)
19. Wireless communications and networks in smart cities
20. Sensing technologies for smart cities
21. Green multimedia wireless networks for smart cities
22. Modeling, design, and engineering of distributed systems
23. Complex and multi-agent systems
24. Foundations and formal methods for distributed systems
25. Animated pedagogical agents
26. Advances in networking and web based applications
27. Information and network security
28. Cloud computing and pervasive systems
29. Autonomic agents
30. Bayesian networks
31. Strategic decision support systems
32. Evolutionary programming
33. Adaptation, self-organization, and emergence in complex systems
34. Advanced databases
35. Information systems architectures
36. Data warehouses
37. Information systems integration
38. Information systems analysis and specification
39. Multimedia database applications
40. Database security and transaction support
41. Object-oriented database applications
42. Distributed database systems
43. PDMS (P2P data management systems)
44. Enterprise resource planning
45. Enterprise-wide client-server architecture
46. Security and privacy in cloud computing


Submission Procedure
Researchers and practitioners are invited to submit papers for this special theme issue on Deep Learning and Its Application in Big Data Information Retrieval. on or before December 29, 2019. All submissions must be original and may not be under review by another publication. INTERESTED AUTHORS SHOULD CONSULT THE JOURNAL’S GUIDELINES FOR MANUSCRIPT SUBMISSIONS at http://www.igi-global.com/publish/contributor-resources/before-you-write/. All submitted papers will be reviewed on a double-blind, peer review basis. Papers must follow APA style for reference citations.

All submissions and inquiries should be directed to the attention of:
Hadj Ahmed BOUARARA
Guest Editor
International Journal of Information Retrieval Research (IJIRR)
E-mail: Hadjahmed.bouarara@univ-saida.dz