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SECTION: Special Section on Internet of Behavior for Emerging Technologies
research-article
CoRec: An Efficient Internet Behavior-based Recommendation Framework with Edge-cloud Collaboration on Deep Convolution Neural Networks
Article No.: 24, pp 1–28https://doi.org/10.1145/3526191

Both accurate and fast mobile recommendation systems based on click behaviors analysis are crucial in e-business. Deep learning has achieved state-of-the-art accuracy and the traditional wisdom often hosts these computation-intensive models in powerful ...

research-article
Reinforcing Data Integrity in Renewable Hybrid AC-DC Microgrids from Social-Economic Perspectives
Article No.: 25, pp 1–19https://doi.org/10.1145/3512891

The microgrid (MG) is a complicated cyber-physical system that operates based on interactions between physical processes and computational components, which make it vulnerable to varied cyber-attacks. In this article, the impact of data integrity attack (...

research-article
Travel Time Prediction Method Based on Spatial-Feature-based Hierarchical Clustering and Deep Multi-input Gated Recurrent Unit
Article No.: 26, pp 1–21https://doi.org/10.1145/3544976

Accurate travel time prediction (TTP) is a significant aspect in the intelligent transportation system (ITS). Travel times of certain road segments explicitly reflect the traffic conditions of those sections. Effective TTP of road segments is instrumental ...

research-article
A MEC Offloading Strategy Based on Improved DQN and Simulated Annealing for Internet of Behavior
Article No.: 28, pp 1–20https://doi.org/10.1145/3532093

The Internet of Medical Things (IoMT) and Artificial Intelligence (AI) have brought unprecedented opportunities to meet massive behavioral data access and personalization requirements for Internet of Behavior (IoB). They facilitate the communication and ...

research-article
A Contactless Authentication System Based on WiFi CSI
Article No.: 29, pp 1–20https://doi.org/10.1145/3532095

The ubiquitous and fine-grained features of WiFi signals make it promising for realizing contactless authentication. Existing methods, though yielding reasonably good performance in certain cases, are suffering from two major drawbacks: sensitivity to ...

research-article
Open Access
Towards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles
Article No.: 30, pp 1–18https://doi.org/10.1145/3526192

In recent years, intensive research has been conducted to enable people to live more comfortably. Developments in the Internet of Things (IoT), big data, and artificial intelligence have taken this type of research to a new level and led to the emergence ...

research-article
Hybrid Mode of Operation Schemes for P2P Communication to Analyze End-Point Individual Behaviour in IoT
Article No.: 31, pp 1–23https://doi.org/10.1145/3548686

The Internet of Behavior is the recent trend in the Internet of Things (IoT), which analyzes the behaviour of individuals using huge amounts of data collected from their activities. The behavioural data collection process from an individual to a data ...

research-article
Data Privacy Enhancing in the IoT User/Device Behavior Analytics
Article No.: 32, pp 1–13https://doi.org/10.1145/3534648

The Internet of Things (IoT) is generating and processing a huge amount of data that are then used and shared to improve services and applications in various industries. The collected data are always including sensitive information (sensitive data, users/...

research-article
Economical Behavior Modeling and Analyses for Data Collection in Edge Internet of Things Networks
Article No.: 33, pp 1–27https://doi.org/10.1145/3532092

Internet of Things (IoT) is progressively becoming an essential aspect of daily life that can be sensed anywhere and anytime, transforming the traditional lifestyle into a high-tech one. Numerous applications in the edge are brought to life based on IoT ...

SECTION: Regular Papers
research-article
A Computational Geometry-based Approach for Planar k-Coverage in Wireless Sensor Networks
Article No.: 35, pp 1–42https://doi.org/10.1145/3564272

The problem of coverage is one of the most crucial issues among the problems in the lifecycle of the development of wireless sensor networks (WSNs). It is still open and stirs as much concern in the research community in this area. The problem of k-...

research-article
Autonomous Traffic-Aware Scheduling for Industrial Wireless Sensor-Actuator Networks
Article No.: 38, pp 1–25https://doi.org/10.1145/3561056

Recent years have witnessed rapid adoption of low-power Wireless Sensor-Actuator Networks (WSANs) in process industries. To meet the critical demand for reliable and real-time communication in harsh industrial environments, the industrial WSAN standards ...

research-article
Towards Reliable Driver Drowsiness Detection Leveraging Wearables
Article No.: 39, pp 1–23https://doi.org/10.1145/3560821

Driver drowsiness is a significant factor in road crashes. However, existing solutions for driver drowsiness detection have major drawbacks of requiring special hardware, constrained recording conditions, and cannot handle the asynchronous and ...

research-article
Deploying the Minimum Number of Rechargeable UAVs for a Quarantine Barrier
Article No.: 40, pp 1–28https://doi.org/10.1145/3561303

To control the rapid spread of COVID-19, we consider deploying a set of Unmanned Aerial Vehicles (UAVs) to form a quarantine barrier such that anyone crossing the barrier can be detected. We use a charging pile to recharge UAVs. The problem is scheduling ...

research-article
Don’t Miss Weak Packets: Boosting LoRa Reception with Antenna Diversities
Article No.: 41, pp 1–25https://doi.org/10.1145/3563698

LoRa technology promises to connect billions of battery-powered devices over a long range for years. However, recent studies and industrial deployment find that LoRa suffers severe signal attenuation because of signal blockage in smart cities and long ...

research-article
Two-phased Participant Selection Method Based on Partial Transfer Learning in Mobile Crowdsensing
Article No.: 42, pp 1–17https://doi.org/10.1145/3563776

To solve the problem of sensing data redundancy and missing data caused by the uneven distribution of resources in mobile crowd sensing, a two-phased participant selection method based on partial transfer learning is proposed. Firstly, the data is ...

research-article
Tamera: Contactless Commodity Tracking, Material and Shopping Behavior Recognition Using COTS RFIDs
Article No.: 43, pp 1–24https://doi.org/10.1145/3563777

RFID technology has recently been exploited for not only identification but also fine-grained trajectory tracking and gesture recognition. While contact-based (a tag is attached to the target of interest) sensing has achieved promising results, ...

research-article
LMAC: Efficient Carrier-Sense Multiple Access for LoRa
Article No.: 44, pp 1–27https://doi.org/10.1145/3564530

Current LoRa networks including those following the LoRaWAN specification use the primitive ALOHA mechanism for media access control due to LoRa’s lack of carrier sense capability. From our extensive measurements, the channel activity detection feature ...

research-article
Physical-Assisted Routing for Proactive Avoidance of Nomadic Obstacles in IoT
Article No.: 45, pp 1–29https://doi.org/10.1145/3565021

With the broadening of the radio spectrum to higher frequency bands, wireless links are more prone to blockages by nomadic obstacles. However, existing routing schemes mostly follow the network-oriented design principle, which makes it difficult to react ...

research-article
Harmony or Involution: Game Inspiring Age-of-Information Optimization for Edge Data Gathering in Internet of Things
Article No.: 46, pp 1–23https://doi.org/10.1145/3565022

Age-of-Information (AoI) has been recently reckoned as a suitable parameter to evaluate the freshness of collected information, which is essential for data retrieval in Internet of Things, especially the monitoring tasks, e.g., the operating situation of ...

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