The proceedings contain 10 papers. The special focus in this conference is on Computational Intelligence and Generative AI. The topics include: Prediction of Automobile Insurance Claims Using Deep Neural Networks;an I...
ISBN:
(纸本)9783031766091
The proceedings contain 10 papers. The special focus in this conference is on Computational Intelligence and Generative AI. The topics include: Prediction of Automobile Insurance Claims Using Deep Neural Networks;an IoT-Backed Blockchain System for E-waste Monitoring and Management in smarturban Environments;Cross-Silo Federated Learning for IDS in IoT Networks;effective Optimized Detection of Cardiovascular Disease by Supervised Machine Learning Techniques;enhancing Healthcare Data security with Homomorphic Encryption in Virtual Health Support;investigating Hyperparameter Effects on U-Net for Oral Epithelial Layer Segmentation;serverless computing and DevOps: A Synergistic Approach to Modern Software Development;revoking Dynamic Access with Enforced Encryption.
Context aware applications respond and adapt to changes in the computing environment. It is the concept of leveraging information about the end user to improve the quality of the interaction. New technologies in conte...
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ISBN:
(纸本)9783642164439
Context aware applications respond and adapt to changes in the computing environment. It is the concept of leveraging information about the end user to improve the quality of the interaction. New technologies in context-enriched services will use location, presence, social attributes, and other environmental information to anticipate an end user's immediate needs, offering more-sophisticated, situation-aware and usable functions. smart homes connect all the devices and appliances in your home so they can communicate with each other and with you. Context-awareness can be applied to smart Home technology. In this paper, we discuss the context-aware tools for development of smart Home Systems.
Recently, cloud computing, which is Internet-based computing, is attracting type of business. Besides, network is integrated wire and wireless (including mobile) by the IP Multimedia Subsystem (IMS). Therefore, cloud ...
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ISBN:
(纸本)9783642164439
Recently, cloud computing, which is Internet-based computing, is attracting type of business. Besides, network is integrated wire and wireless (including mobile) by the IP Multimedia Subsystem (IMS). Therefore, cloud computing needs to support the IMS and common platform in order to support between the IMS and cloud computing. So, in this paper we consider about deployment of the IMS and suggest Service Delivery Platform (SDP) that is common platform for cloud computing.
Recently the smartgrid has been a hot issue in the research area. The Electric Vehicle (EV) is the most important component in the smartgrid, having a role of the battery component with high capacity. We have though...
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ISBN:
(纸本)9783642164439
Recently the smartgrid has been a hot issue in the research area. The Electric Vehicle (EV) is the most important component in the smartgrid, having a role of the battery component with high capacity. We have thought how to introduce the EV in the housing development, and for proper operation of the smartgrid systems in the housing area the authentication system is essential for the individual houses. We propose an authentication system to discriminate an individual houses, so that the account management component can appropriately operate the electrical charging and billing in the housing estate. The proposed system has an architecture to integrate the charging system outside a house and the monitoring system inside a house.
The exhibition of informatics services does not always attend to the context that involves the user's physiologically emotional signals. Wearable computing services with user's emotional information could be e...
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ISBN:
(纸本)9783642164439
The exhibition of informatics services does not always attend to the context that involves the user's physiologically emotional signals. Wearable computing services with user's emotional information could be extremely effective in various applications. In this paper, with the aim of developing more effective human-centric services, we propose a novel methodological architecture. Proposed architecture employs the convergence of wearable computing technique, human's emotional information and context tagging technique to develop more realistic and robust human-centric service.
This study aims to reduce security vulnerabilities of sensor networks which transmit data in an open environment by developing a forecasting service system. The system is to remove or monitor causes of breach incident...
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ISBN:
(纸本)9783642164439
This study aims to reduce security vulnerabilities of sensor networks which transmit data in an open environment by developing a forecasting service system. The system is to remove or monitor causes of breach incidents in advance. To that end, this research first examines general security vulnerabilities of sensor networks and analyzes characteristics of existing forecasting systems. Then, 5 steps of a forecasting service system are proposed in order to improve security responses.
In urbancomputing environments, all of services should be based on the interaction between humans and environments around them, which frequently and ordinarily in home and office. This paper propose an u-service mode...
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ISBN:
(纸本)9783642164439
In urbancomputing environments, all of services should be based on the interaction between humans and environments around them, which frequently and ordinarily in home and office. This paper propose an u-service model based on a smart phone for urbancomputing environments. The suggested service model includes a context-aware and personalized service scenario development environment that can instantly describe user's u-service demand or situation information with smart devices. To do this, the architecture of the suggested service model consists of a graphical service editing environment for smart devices, an u-service platform, and an infrastructure with sensors and WSN/USN. The graphic editor expresses contexts as execution conditions of a new service through a context model based on ontology. The service platform deals with the service scenario according to contexts. With the suggested service model, an user in urbancomputing environments can quickly and easily make u-service or new service using smart devices.
The microgrid is a small-scale power system, which is composed of distributed generators, distributed storage systems, and loads. Currently, the microgrid has been studied in many countries because of being an eco-fri...
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ISBN:
(纸本)9783642164439
The microgrid is a small-scale power system, which is composed of distributed generators, distributed storage systems, and loads. Currently, the microgrid has been studied in many countries because of being an eco-friend power system, supplying good power quality, and including renewable energy sources such as solar power and wind power. It is anticipated that the microgrid will be introduced to distribution power systems in the near future. According to operational and geographical conditions, the microgrid is operated by two modes: the grid-connected mode and the islanded mode. In this paper, backgrounds of the microgrid are described. Microgrid operation is classified in detail. A mathematical model based on linear programming and an example of a multiagent system for microgrid operation are introduced.
gridcomputing using wireless networks is receiving increasing attention and is expected to become a critical part of future gridcomputing. However, the inherent challenges of mobile environments such as mobility man...
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ISBN:
(纸本)9783642164439
gridcomputing using wireless networks is receiving increasing attention and is expected to become a critical part of future gridcomputing. However, the inherent challenges of mobile environments such as mobility management, disconnected operation, device heterogeneity, service discovery, and resource sharing are significant issues in mobile gridcomputing. To achieve the best performance in a mobile gridcomputing environment, the mobile devices with the lowest probability of mobility should be selected for use first. We therefore focus on the idle state of mobile devices and use IP-paging scheme to identify the idle mobile devices. For this, we propose a user-defined checkpoint technique for task migration, which is based on the information of when a mobile device will leave the network or stop due to low battery. Our checkpoint technique performs checkpoints by two conditions: when a mobile device leaves its current cell and when it turns off due to low battery capacity.
This paper designs a multi-agent system capable of providing personalized services in the smartgrid, defining the relevant agent modules. The proposed system provides electricity consumers with personalized power pur...
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ISBN:
(纸本)9783642164439
This paper designs a multi-agent system capable of providing personalized services in the smartgrid, defining the relevant agent modules. The proposed system provides electricity consumers with personalized power purchase recommendation. Our framework consists of four agents and seven object categories. For the operation center which manages and controls the whole system, an adaptive agent, a coordination agent, and a filtering agent are defined, while a consumer agent is define for each home to collect the history of power consumption. Based on the analysis of the consumer, power market, residence, power consumption, appliance, family member, and electric vehicle objects, those agents autonomously cooperate to provide a personalized power service to each smartgrid entity. In addition, adaptive learning capability further improves the recommendation quality.
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