2022 International Conference on Service Science (ICSS)最新文献_第2页

Multifunctional Module Design Based on Hybrid CMOS-Memristor Logic Circuit 基于cmos -忆阻混合逻辑电路的多功能模块设计

2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/icss55994.2022.00025

Chaoqun Ji, Tuo Li, Xiaofeng Zou

引用次数: 0

A Worker Selection Scheme for Vehicle Crowdsourcing Blockchain 车辆众包区块链的工人选择方案

2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00017

Xin Ma, Shulin Sun, Zehua Liu, Lijun Sun

{"title":"A Worker Selection Scheme for Vehicle Crowdsourcing Blockchain","authors":"Xin Ma, Shulin Sun, Zehua Liu, Lijun Sun","doi":"10.1109/ICSS55994.2022.00017","DOIUrl":"https://doi.org/10.1109/ICSS55994.2022.00017","url":null,"abstract":"With the improvement of the computing power and storage capacity of vehicular equipment, as well as the growing privacy concerns over sharing sensitive raw data, federated learning can be a promising solution for realizing distributed vehicular crowdsourcing services. The global learning model can be used as crowdsourcing tasks and assigned to vehicles that utilize their local training models. In such a distributed scenario, it is essential to ensure the completion of high-quality training tasks and the security of sensitive data. We propose a vehicular crowdsourcing blockchain to achieve secure reputation management of vehicles in a distributed manner, providing a safe and trusted solution for vehicle crowdsourcing services. We design a worker selection scheme, which combines the reputation of workers with the amount of data as an indicator of worker reliability. We further propose an effective incentive machine to enable more workers with high reputations to participate in crowdsourcing tasks and to contribute higher quality local data. Simulation results show that the worker selection scheme improves the matching rate by 10% and significantly improves the total utility. The proposed scheme is deployed on the IBM Hyperledger Fabric platform to observe its real-world running time and overall performance.","PeriodicalId":327964,"journal":{"name":"2022 International Conference on Service Science (ICSS)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129085389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Mobile Computing Force Network (MCFN): Computing and Network Convergence Supporting Integrated Communication Service 移动计算部队网络(MCFN):支持综合通信业务的计算和网络融合

2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00028

Xiaonan Shi, Qin Li, Dan Wang, Lu Lu

引用次数: 2

A Non-standardized Chinese Express Delivery Address Identification Model Based on Enhanced Representation 基于增强表示的非标准化中文快递地址识别模型

2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00011

Zi Ye, Xuefeng Piao, F. Meng, Bo Cao, Dianhui Chu

{"title":"A Non-standardized Chinese Express Delivery Address Identification Model Based on Enhanced Representation","authors":"Zi Ye, Xuefeng Piao, F. Meng, Bo Cao, Dianhui Chu","doi":"10.1109/ICSS55994.2022.00011","DOIUrl":"https://doi.org/10.1109/ICSS55994.2022.00011","url":null,"abstract":"Intelligent recognition of express delivery address information is an important means to improve the efficiency of express list filling. At present, the confusion in user input and the inconsistent expression brings challenges to intelligent address information recognition. In addition, the recognition accuracy of the existing solutions has low identification and limited by the data format. To address the problems, this paper proposes a non-standardized Chinese express delivery address identification model based on enhanced representation, which has been improved from two aspects: entity extraction and memory network. The improved entity extraction model based on word embedding can mine the context information in the text in both positive and negative directions and consider the correlation between characters, thus outputting a more accurate prediction sequence. In order to solve the problem of information overload in existing models, a convolutional block memory network based on BERT was designed. The results of the experimental comparative analysis showed that the improved method effectively improved the identification accuracy of non-standardized Chinese express delivery address information, thus proving the effectiveness and availability of the method.","PeriodicalId":327964,"journal":{"name":"2022 International Conference on Service Science (ICSS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127644128","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Game difficulty prediction algorithm based on improved Monte Carlo tree 基于改进蒙特卡罗树的游戏难度预测算法

2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/icss55994.2022.00045

Boqin Hu, Chen Fu

引用次数: 0

A DTP and SoLiD based Service for Multi-Source Semantically-Heterogeneous Personal Data Management 基于DTP和SoLiD的多源语义异构个人数据管理服务

2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00047

Zhenxiang Zhao, Chao Ma, Haochen Yuan, Zhongjie Wang

{"title":"A DTP and SoLiD based Service for Multi-Source Semantically-Heterogeneous Personal Data Management","authors":"Zhenxiang Zhao, Chao Ma, Haochen Yuan, Zhongjie Wang","doi":"10.1109/ICSS55994.2022.00047","DOIUrl":"https://doi.org/10.1109/ICSS55994.2022.00047","url":null,"abstract":"Privacy preservation is drawing growing concern. Due to personal data of massive users is centralizedly owned/managed by service providers at present, it is very easy to lead to privacy disclosure and personal data abuse, therefore many countries and regions put forward privacy protection laws and regulations and researchers also propose some de-centralized personal data management systems. Nevertheless, the implementation of decentralized data management model means a radical change in current service development and service model. For service providers, it is too difficult and costly to realize these personal data management systems, and there are also no additional economic benefits. These personal data management systems are too ideal to popularize from a business model perspective, so the development of decentralized models proceeds slowly. In response to this situation, we propose a new personal data management service which realizes the transition stage between reality and ideal where users’ data can exist both in users’ personal data cloud and service providers. To address the challenges of data collection and data semantic uniformity caused by personal data cloud at this transition stage, we propose a personal data management architecture based on SoLiD (Social Linked Data) and DTP (Data Transfer Project). The proposed architecture could transfer users’ data from service providers to personal data cloud and fuse heterogeneous data through data fusion technology so as to provide users with the ability to manage their own data and a unified view of data. The feasibility and efficiency of the proposed service are practically proved through conducting a case study.","PeriodicalId":327964,"journal":{"name":"2022 International Conference on Service Science (ICSS)","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121487010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Differentially Private Auction for Federated Learning with Non-IID Data 基于非iid数据的联邦学习差分私有拍卖

2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00054

Kean Ren

引用次数: 0

Task-role Performance Evaluation via Business Process Monitoring with BPMN Extension 基于BPMN扩展的业务流程监控的任务角色绩效评估

2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00035

Hangyu Cheng, Guosheng Kang, Jianxun Liu, Yiping Wen, Buqing Cao, Bowen Liang

{"title":"Task-role Performance Evaluation via Business Process Monitoring with BPMN Extension","authors":"Hangyu Cheng, Guosheng Kang, Jianxun Liu, Yiping Wen, Buqing Cao, Bowen Liang","doi":"10.1109/ICSS55994.2022.00035","DOIUrl":"https://doi.org/10.1109/ICSS55994.2022.00035","url":null,"abstract":"Business process monitoring aims at identifying how well running processes are performing with respect to performance measures and objectives. The existing business process monitoring techniques focus on collecting and analyzing information on the way business processes themselves are executed. They neglect the evaluation of task-roles which play a key role in the performance of the whole business process execution. Different from the traditional perspective, this paper focuses on monitoring the behavior of task-roles and evaluating their performance with respect to timeliness. Specifically, this paper proposes to promote the performance of task-roles by time reminder via business process monitoring, which is implemented by semantic extension of BPMN elements. Further, we extend the information of process execution event log data, with which the performance of task-roles can be evaluated by analyzing the extended event log data. An empirical study of the proposed approach with real-world business processes reveals the effectiveness with respect to performance evaluation of task-roles.","PeriodicalId":327964,"journal":{"name":"2022 International Conference on Service Science (ICSS)","volume":"138 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129569752","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optimization of Service Scheduling in Computing Force Network 计算力网络中服务调度的优化

2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00031

Yongqiang Dong, Chenchen Guan, Yunli Chen, Kun Gao, Lu Lu, Yuexia Fu

引用次数: 0

Security Evaluation of Smart Contracts based on Code and Transaction - A Survey 基于代码和交易的智能合约安全评估——综述

2022 International Conference on Service Science (ICSS) Pub Date : 2022-05-01 DOI: 10.1109/ICSS55994.2022.00016

J. Su, Jiyi Liu, Yuhong Nan, Yin Li

{"title":"Security Evaluation of Smart Contracts based on Code and Transaction - A Survey","authors":"J. Su, Jiyi Liu, Yuhong Nan, Yin Li","doi":"10.1109/ICSS55994.2022.00016","DOIUrl":"https://doi.org/10.1109/ICSS55994.2022.00016","url":null,"abstract":"As a computer program running on top of blockchain, smart contract not only proliferates the diversity of applications but also brings a myriad of security issues that lead to huge financial losses. As a result, security evaluation of smart contracts, such as vulnerability identification and attack detection, has received extensive attention in recent years. Given that various types of approaches have been proposed for smart contract security analysis, a systematization of knowledge for this domain is needed. To this end, in this paper, we systematically review the related literature in recent years and describe the mainstream approaches to the security evaluation of smart contracts. Specifically, we classify state-of-the-art analysis techniques for smart contract analysis into two categories, namely, code-based approaches and transaction-based approaches. Further, we elaborate on the key techniques adopted by these works respectively. We highlight and summarize the key challenges in future research for smart contract security analysis. Our research provides a more in-depth understanding of the state-of-the-art works for securing smart contracts, which may shed light on future research in this area.","PeriodicalId":327964,"journal":{"name":"2022 International Conference on Service Science (ICSS)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132113821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0