posted by user: rprati || 412 views || tracked by 1 users: [display]

AIFI 2024 : AIFI – Artificial Intelligence for Interoperability


When N/A
Where N/A
Submission Deadline Nov 15, 2024
Notification Due Mar 15, 2025
Final Version Due Mar 15, 2025
Categories    IOT   artificial intelligence   interoperability

Call For Papers

AIFI – Artificial Intelligence for Interoperability

Motivation and Scope

With the increasing number of data processing technologies, interoperability represents one of the biggest challenges in gathering information from heterogeneous sources. Data collection involves different hardware and software solutions, the adoption of different formats, and the sharing of different meanings. Data interoperability encompasses how diverse datasets are exchanged, merged or aggregated in seamless and meaningful ways, enabling the extraction of knowledge that can be inferred from the whole dataset but not from single sources. While research in this domain explored diverse strategies, the advent of Artificial Intelligence (AI) represents a new frontier in enhancing data interoperability.

AI can intervene at different steps of the data processing lifecycle: at acquisition time to adapt data collection for future use or compatibility with other technologies, during the storing process to perform semantic enrichment and alignment with a broader dataset, during the data analysis to federate knowledge from multiple repositories.

This special issue explores diverse approaches, challenges, and benefits in AI-driven data interoperability, focusing on the domains of the Internet of Things, Big Data, and Knowledge Graphs. This special issue can raise valuable insights into how AI can enhance data interoperability, enabling efficient use of diverse datasets to drive innovation and ease knowledge discovery.

The topics of this special issue include (but are not limited to):

Middleware Strategies empowered by AI
AI-Driven Standardization and Adaptive Data Formats
Federated Knowledge Extraction
Interoperability solutions based on Generative AI
Interoperable architecture, protocols, and standards for large-scale IoT deployments enabled by AI.
Automatic design and integration of IoT standards, such as the W3C Web of Things (WoT) specifications, powered by AI techniques.
Methods and algorithms to improve interoperability at the knowledge level
AI solutions for blockchain interoperability
Explainable AI for enhanced interoperability
AI-based data privacy and security in interoperable systems
AI-driven ontology alignment and semantic interoperability

Important Dates

Submission portal opens: May 15th, 2024

Deadline for paper submission: November 15th, 2024

Latest acceptance deadline for all papers: March 15th, 2025

Manuscript Submission Instructions

The FGCS’s submission system (Editorial Manager®) will be open for submissions to our Special Issue from May 15th, 2024. When submitting your manuscript please select the article type VSI: AI for Interoperability.

All submissions deemed suitable by the editors to be sent for peer review will be reviewed by at least two independent reviewers. Once your manuscript is accepted, it will go into production to be published in the special issue.

Related Resources

Ei/Scopus-AACIP 2024   2024 2nd Asia Conference on Algorithms, Computing and Image Processing (AACIP 2024)-EI Compendex
CPAIOR 2024   International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research
CCVPR 2024   2024 International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2024)
CMVIT-Maldives 2025   2025 9th International Conference on Machine Vision and Information Technology (CMVIT 2025)
IEEE-Ei/Scopus-ACEPE 2024   2024 IEEE Asia Conference on Advances in Electrical and Power Engineering (ACEPE 2024) -Ei Compendex
AMLDS 2025   2025 International Conference on Advanced Machine Learning and Data Science
IEEE-Ei/Scopus-SGGEA 2024   2024 Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2024) -EI Compendex
ISCAI 2024   2024 3rd International Symposium on Computing and Artificial Intelligence
AIST 2024   6th International Conference on Artificial Intelligence and Speech Technology (AIST2024)
IEEE ICA 2022   The 6th IEEE International Conference on Agents