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April 26, 2026Management Review QuarterlyOpen Access

Edge AI in the social internet of things: a systematic review of trends and research needs

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Authors

DRDennis M. RiehleASArnold F. Arz von StraussenburgMBMevludin Blazevic

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Overview

Systematic review identifies gaps in Edge AI applications for the Social Internet of Things, suggesting paths for future research.

Key Points

  • This study aims to explore research trends and needs for integrating Edge AI into the Social Internet of Things (SIoT).
  • Systematic collection and classification of SIoT-related papers from academic databases over the past decade.
  • Development of a concept matrix to categorize research trajectories in SIoT.
  • Inductive coding protocol applied to titles, abstracts, and full texts to identify key themes.
  • Identified twelve research streams within Edge AI-enabled SIoT applications.
  • Highlighted significant gaps in novel use cases and training approaches for AI models on edge devices.
  • Proposed a roadmap for researchers to guide future investigations in Edge AI for SIoT.

Cite This Study

Riehle et al. (2026) studied this question.

synapsesocial.com/papers/69edadd94a46254e215b565chttps://doi.org/10.1007/s11301-026-00588-y
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