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Towards a Machine Learning-driven Trust Evaluation Model for Social Internet of Things: A Time-aware Approach

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-0-387-85820-3_2openalex-snapshot

Data Mining Methods for Recommender Systems

inferredcites →https://doi.org/10.1007/978-3-319-00491-4openalex-snapshot

Internet of Things Based on Smart Objects: Technology, Middleware and Applications

inferredcites →https://doi.org/10.1007/s12083-013-0198-2openalex-snapshot

SocialTrust: Enabling long-term social cooperation in peer-to-peer services

inferredcites →https://doi.org/10.1007/s13278-016-0388-zopenalex-snapshot

Spatiotemporal social (STS) data model: correlating social networks and spatiotemporal data

inferredcites →https://doi.org/10.1016/j.comcom.2019.03.009openalex-snapshot

Social Internet of Things (SIoT): Foundations, thrust areas, systematic review and future directions

inferredcites →https://doi.org/10.1016/j.comnet.2010.05.010openalex-snapshot

The Internet of Things: A survey

inferredcites →https://doi.org/10.1016/j.comnet.2012.07.010openalex-snapshot

The Social Internet of Things (SIoT) – When social networks meet the Internet of Things: Concept, architecture and network characterization

inferredcites →https://doi.org/10.1016/j.jnca.2012.12.004openalex-snapshot

Research on social relations cognitive model of mobile nodes in Internet of Things

inferredcites →https://doi.org/10.1109/globecom42002.2020.9322540openalex-snapshot

A Time-Aware Similarity-Based Trust Computational Model for Social Internet of Things

inferredcites →https://doi.org/10.1109/icc40277.2020.9148767openalex-snapshot

Trust Computational Heuristic for Social Internet of Things: A Machine Learning-based Approach

inferredcites →https://doi.org/10.1109/icws.2015.26openalex-snapshot

Crowd Trust: A Context-Aware Trust Model for Worker Selection in Crowdsourcing Environments

inferredcites →https://doi.org/10.1109/infocom.2019.8737491openalex-snapshot

Trustworthiness Inference Framework in the Social Internet of Things: A Context-Aware Approach

inferredcites →https://doi.org/10.1109/isads.2013.6513398openalex-snapshot

Scalable, adaptive and survivable trust management for community of interest based Internet of Things systems

inferredcites →https://doi.org/10.1109/isi.2010.5484757openalex-snapshot

Measuring behavioral trust in social networks

inferredcites →https://doi.org/10.1109/jiot.2018.2869933openalex-snapshot

Quantitative Computation of Social Strength in Social Internet of Things

inferredcites →https://doi.org/10.1109/jiot.2019.2902022openalex-snapshot

CTRUST: A Dynamic Trust Model for Collaborative Applications in the Internet of Things

inferredcites →https://doi.org/10.1109/jiot.2019.2950083openalex-snapshot

Recommendation-Based Trust Model for Vehicle-to-Everything (V2X)

inferredcites →https://doi.org/10.1109/jiot.2019.2960822openalex-snapshot

Time-Aware Smart Object Recommendation in Social Internet of Things

inferredcites →https://doi.org/10.1109/percomw.2019.8730675openalex-snapshot

A Hybrid Trust Management Heuristic for VANETs

inferredcites →https://doi.org/10.1109/pimrc.2012.6362662openalex-snapshot

A subjective model for trustworthiness evaluation in the social Internet of Things

inferredcites →https://doi.org/10.1109/tdsc.2015.2420552openalex-snapshot

Trust-Based Service Management for Social Internet of Things Systems

inferredcites →https://doi.org/10.1109/tifs.2019.2903659openalex-snapshot

Trust Evaluation Mechanism for User Recruitment in Mobile Crowd-Sensing in the Internet of Things

inferredcites →https://doi.org/10.1109/tkde.2004.1318566openalex-snapshot

PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer Electronic Communities

inferredcites →https://doi.org/10.1109/tsc.2014.2365797openalex-snapshot

Trust Management for SOA-Based IoT and Its Application to Service Composition

inferredcites →https://doi.org/10.1109/tsusc.2018.2839623openalex-snapshot

Machine Learning Based Trust Computational Model for IoT Services

inferredcites →https://doi.org/10.1109/wf-iot.2016.7845500openalex-snapshot

Exploitation of social IoT for recommendation services

inferredcites →https://doi.org/10.1177/s0038038501000190openalex-snapshot

The Nature of Trust: From Georg Simmel to a Theory of Expectation, Interpretation and Suspension

inferredcites →https://doi.org/10.15783/c70p42openalex-snapshot

CRAWDAD dataset thlab/sigcomm2009 (v. 2012-07-15)

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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A Fuzzy Reinforcement Learning Trust Propagation Algorithm for Inferring Local Trust in Social Networks Using Hypergraph Structure

inferred← citeshttps://doi.org/10.1007/978-3-031-60701-1_2openalex-snapshot

Understanding the Trustworthiness Management in the SIoT Network

inferred← citeshttps://doi.org/10.1007/978-3-031-60701-1_5openalex-snapshot

Towards Trustworthy Object Classification in the SIoT Network

inferred← citeshttps://doi.org/10.1007/978-3-031-81900-1_10openalex-snapshot

A Blockchain and IPFS-Enhanced Model for Attack Detection and Resource Efficiency

inferred← citeshttps://doi.org/10.1007/978-981-95-3163-9_19openalex-snapshot

A Secure Trust Management Model for Social IoT

inferred← citeshttps://doi.org/10.1007/978-981-97-2614-1_11openalex-snapshot

Trust Management Model for Service Delegation in SIoT

inferred← citeshttps://doi.org/10.1007/s10207-025-01108-xopenalex-snapshot

Adaptive trust evaluation model based on container security analysis in the Docker platform

inferred← citeshttps://doi.org/10.1007/s40860-025-00257-zopenalex-snapshot

Enhancing security and trustworthiness in the social internet of things through incremental trust modeling

inferred← citeshttps://doi.org/10.1007/s44443-025-00037-yopenalex-snapshot

Towards distinguishing trust based attacks in an IoV network

inferred← citeshttps://doi.org/10.1007/s44443-026-00554-4openalex-snapshot

Trust management in the internet of vehicles: a survey of learning-based mechanisms

inferred← citeshttps://doi.org/10.1016/j.comnet.2024.110611openalex-snapshot

Understanding the trustworthiness management in the social Internet of Things: A survey

inferred← citeshttps://doi.org/10.1016/j.comnet.2025.111187openalex-snapshot

A new approach on self-adaptive trust management for social Internet of Things

inferred← citeshttps://doi.org/10.1016/j.iot.2025.101755openalex-snapshot

Blockchain and AI-based methods for trust management in IoT: A comprehensive survey

inferred← citeshttps://doi.org/10.1080/03772063.2025.2504096openalex-snapshot

Enhanced Trust Propagation Mechanism for Trust Management in the Social Internet of Things

inferred← citeshttps://doi.org/10.1109/access.2022.3213699openalex-snapshot

Trust Management in Social Internet of Things (SIoT): A Survey

inferred← citeshttps://doi.org/10.1109/aiiot58432.2024.10574763openalex-snapshot

Comprehensive Evaluations of Machine Learning enabled Trust and Reputation Models in Internet of Things

inferred← citeshttps://doi.org/10.1109/comst.2022.3192978openalex-snapshot

A Survey on Trust Models in Heterogeneous Networks

inferred← citeshttps://doi.org/10.1109/icacic59454.2023.10435217openalex-snapshot

Cluster-based Trust Evaluation of Blockchain Miners in Pool Mining

inferred← citeshttps://doi.org/10.1109/iccns58795.2023.10193510openalex-snapshot

Multi-Context-aware Trust Management framework in Social Internet of Things (MCTM-SIoT)

inferred← citeshttps://doi.org/10.1109/ickecs61492.2024.10616460openalex-snapshot

Trust-Object Identification: Approach Towards Trustworthy Objects Identification in S-IoT

inferred← citeshttps://doi.org/10.1109/nana56854.2022.00029openalex-snapshot

Trust Evaluation Model of Social Internet of Things Based on Multi-relationships

inferred← citeshttps://doi.org/10.1109/netcrypt65877.2025.11102272openalex-snapshot

Direct and Indirect Trust Evaluation for Healthcare Internet of Things

inferred← citeshttps://doi.org/10.1109/tits.2025.3647284openalex-snapshot

Enhancing Trust Management System for Connected Autonomous Vehicles Using Machine Learning Methods: A Survey

inferred← citeshttps://doi.org/10.1109/tnsm.2023.3247831openalex-snapshot

Trust–SIoT: Toward Trustworthy Object Classification in the Social Internet of Things

inferred← citeshttps://doi.org/10.1109/trustcom66490.2025.00163openalex-snapshot

FTE: Filter-Based Trust Evaluation for the Internet of Vehicles

inferred← citeshttps://doi.org/10.25139/inform.v7i1.4284openalex-snapshot

A Survey of Trust Management Schemes for Social Internet of Things

inferred← citeshttps://doi.org/10.3390/app132212520openalex-snapshot

Multi-Path Routing Algorithm Based on Deep Reinforcement Learning for SDN

inferred← citeshttps://doi.org/10.3390/app15116125openalex-snapshot

A Biologically Inspired Trust Model for Open Multi-Agent Systems That Is Resilient to Rapid Performance Fluctuations

inferred← citeshttps://doi.org/10.3390/electronics13153013openalex-snapshot

Trust Evaluation Techniques for 6G Networks: A Comprehensive Survey with Fuzzy Algorithm Approach

inferred← citeshttps://doi.org/10.3390/fi14070202openalex-snapshot

Towards Strengthening the Resilience of IoV Networks—A Trust Management Perspective

inferred← citeshttps://doi.org/10.3390/s24030863openalex-snapshot

MESMERIC: Machine Learning-Based Trust Management Mechanism for the Internet of Vehicles

inferred← citeshttps://doi.org/10.3844/jcssp.2023.157.187openalex-snapshot

A Comprehensive Survey on Security, Trust Management and Privacy Preservation for Social-Internet-of-Things (S-IoT)

inferred← citeshttps://doi.org/10.3991/ijet.v17i05.27705openalex-snapshot

Design of a Smart MOOC Trust Model: Towards a Dynamic Peer Recommendation to Foster Collaboration and Learner’s Engagement

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