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2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)最新文献

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AutoCOT - AutoEncoder Based Cooperative Training for Sparse Recommendation 基于自动编码器的稀疏推荐协同训练
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE) Pub Date : 2018-10-01 DOI: 10.1109/ICEBE.2018.00049
Rong Bai, Haiping Zhu, Y. Ni, Yan Chen, Q. Zheng
{"title":"AutoCOT - AutoEncoder Based Cooperative Training for Sparse Recommendation","authors":"Rong Bai, Haiping Zhu, Y. Ni, Yan Chen, Q. Zheng","doi":"10.1109/ICEBE.2018.00049","DOIUrl":"https://doi.org/10.1109/ICEBE.2018.00049","url":null,"abstract":"Currently, data sparseness problem caused by large amount of data has resulted in low recommendation quality of traditional recommendation algorithms. Aiming at this problem, this paper proposes an auto-encoder recommendation algorithm based on cooperative training (AutoCOT) that combines the auto-encoder framework with cooperative training (COT) model, which can not only better learn the non-linear relationship of data but alleviate the data sparseness problem, especially in large amount of user and item data. The experiments show that, on Movielen datasets, AutoCOT performs better in coverage, precision and recall rate when compares with the traditional collaborative filtering algorithms and pure auto-encoder recommendation algorithms.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"197 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115004017","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
The Concept and Framework of Basic Information Facilities for E-Commerce 电子商务基础信息设施的概念与框架
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE) Pub Date : 2018-10-01 DOI: 10.1109/ICEBE.2018.00059
Y. Chai, Xiao Yu, Xiang Gu
{"title":"The Concept and Framework of Basic Information Facilities for E-Commerce","authors":"Y. Chai, Xiao Yu, Xiang Gu","doi":"10.1109/ICEBE.2018.00059","DOIUrl":"https://doi.org/10.1109/ICEBE.2018.00059","url":null,"abstract":"In order to improve the efficiency and quality of e-commerce market, explore the effective management mode of e-commerce market, enhance the control ability of relevant departments of e-commerce market, this article puts forward one concept of basic information facilities of e-commerce, and designs the general framework of e-commerce basic information facilities, including the relevant laws and regulations, standards and a series of public service platform. The public service platforms include e-commerce trusted transaction guarantee service platform, electronic invoice management and service platform, cross-border e-commerce integrated service platform and e-commerce market operation monitoring service platform. Further this article expounds the construction and operation of basic information facilities of e-commerce. Preliminary practice shows that the construction of basic information facilities of e-commerce is necessary and feasible.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127477103","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
Semantic Document Exchange through Mediation of Machine Natural Language 基于机器自然语言中介的语义文档交换
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE) Pub Date : 2018-10-01 DOI: 10.1109/ICEBE.2018.00047
Peng Qin, J. Guo, Yiling Xu, Longqi Wang
{"title":"Semantic Document Exchange through Mediation of Machine Natural Language","authors":"Peng Qin, J. Guo, Yiling Xu, Longqi Wang","doi":"10.1109/ICEBE.2018.00047","DOIUrl":"https://doi.org/10.1109/ICEBE.2018.00047","url":null,"abstract":"In global e-commerce, semantic document exchange ensures unambiguity and shares same meaning for documents sender and receiver cross different natural languages (e.g., English to Chinese), as the difference makes the translation between cross-language documents complex and inaccurate. This paper proposed a novel collaborative framework of semantic document exchange through a mediation approach which provides a sentence-based machine natural language (MNL). Here, the MNL constructs a grammatical case structure to compatible with all languages. Thus, the mediation framework enables the sentence computer-readable and understandable without ambiguity, simultaneously the MNL can improve accuracy and reduce the complexity of mapping in semantic document exchange.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124021922","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: 2
A Data Collection Collar for Vital Signs of Cows on the Grassland Based on LoRa 基于LoRa的草原奶牛生命体征数据采集项圈
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE) Pub Date : 2018-10-01 DOI: 10.1109/ICEBE.2018.00041
Qi Li, Zhanghua Liu, Junsheng Xiao
{"title":"A Data Collection Collar for Vital Signs of Cows on the Grassland Based on LoRa","authors":"Qi Li, Zhanghua Liu, Junsheng Xiao","doi":"10.1109/ICEBE.2018.00041","DOIUrl":"https://doi.org/10.1109/ICEBE.2018.00041","url":null,"abstract":"In recent years, animal husbandry in China has developed rapidly. However, due to poor network environment in pastoral areas, IoT technology is difficult to apply. Due to the lack of effective supervision, livestock suffer from varying degrees of health problems. This has seriously affected the development of animal husbandry. The emergence of lowpower, long-distance Internet of Things technologies, represented by Lora, has made it possible to establish a realtime monitoring system for the behavior of livestock. This system includes nodes, gateways, and servers, and is based on LoRaWAN. These nodes take the SX1278 as the core and integrate the STM32L151 low-power controller, GPS, and accelerometer. The system is tested and analyzed. The experimental results show that the scheme has the characteristics of long communication distance, low power consumption, convenient networking, and good real-time performance. It has a wide range of application prospects.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130213047","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: 24
Differential Privacy Protection Recommendation Algorithm Based on Student Learning Behavior 基于学生学习行为的差分隐私保护推荐算法
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE) Pub Date : 2018-10-01 DOI: 10.1109/ICEBE.2018.00054
Pei Feng, Haiping Zhu, Yu Liu, Yan Chen, Q. Zheng
{"title":"Differential Privacy Protection Recommendation Algorithm Based on Student Learning Behavior","authors":"Pei Feng, Haiping Zhu, Yu Liu, Yan Chen, Q. Zheng","doi":"10.1109/ICEBE.2018.00054","DOIUrl":"https://doi.org/10.1109/ICEBE.2018.00054","url":null,"abstract":"Traditional collaborative filtering recommendation algorithm based on learning resources use a large amount of student personal information and behavior information. This will put the user's privacy at risks since that students' information can be mined by analyzing the recommendation results. Considering that differential privacy theory can effectively protect user privacy through strict mathematical definition and maximum background knowledge assumptions, this paper proposes a differential privacy collaborative filtering recommendation algorithm based on learner behavior similarity. By adding noise obeying the Laplace distribution to the learner behavior similarity matrix, the recommendation accuracy rate does not reduce, as well as the privacy of student is protected effectively.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134227486","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: 2
A Blockchain-Based Autonomous Credit System 基于区块链的自主信用系统
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE) Pub Date : 2018-10-01 DOI: 10.1109/ICEBE.2018.00036
Yinsheng Li, X. Liang, Xiao Zhu, Bin Wu
{"title":"A Blockchain-Based Autonomous Credit System","authors":"Yinsheng Li, X. Liang, Xiao Zhu, Bin Wu","doi":"10.1109/ICEBE.2018.00036","DOIUrl":"https://doi.org/10.1109/ICEBE.2018.00036","url":null,"abstract":"The existing credit systems are not well recognized because of separate brokerage systems, non-pertinence, centralized and static evaluation models, and insufficient supporting information. An autonomous credit system is proposed to reform and address the issues of the current systems based on self-regulating blockchain data and programmable smart contracts. The autonomous credit system is trading-oriented to satisfy all the involved trading participants. A blockchain creditworthiness ecosystem is developed to implement the credit system as it provides an open, equal and creditworthy infrastructure. And it is through a collection of smart contracts that all the blockchain operations are processes. A creditworthiness model is developed to implement the credit system to be integrated, traceable, dynamic and personalized. Several pilot projects have been developed to test the feasibility and efficiency of the proposed autonomous credit system. Four creditworthiness clouds have been developed as public blockchain clients and creditworthiness lookup services.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"22 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131438838","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: 16
Analysis of Public Opinion Heat Trend in Universities on The Basis of Markov Chain 基于马尔可夫链的高校舆情热点趋势分析
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE) Pub Date : 2018-10-01 DOI: 10.1109/ICEBE.2018.00042
N. Yu, Kun Liu, Kun Ma
{"title":"Analysis of Public Opinion Heat Trend in Universities on The Basis of Markov Chain","authors":"N. Yu, Kun Liu, Kun Ma","doi":"10.1109/ICEBE.2018.00042","DOIUrl":"https://doi.org/10.1109/ICEBE.2018.00042","url":null,"abstract":"With the development of the information age, Micro-blog, as the main carrier and platform of public opinion in universities, has gradually increased its influence. Focusing on the high fluctuation of public opinion in universities and other certain characters, this paper proposes a predictive model of public opinion heat trend based on Markov chain. In this model, it collects some index data and gives out time series of the public opinion heat value; then classifies the state space of public opinion heat trend in universities; thirdly, constructs state transition matrix of public opinion heat; and lastly, forecasts the trend variation interval of public opinion heat. Finally, the experimental results show that such model can effectively predict the trend of public opinion in universities and guide and manage them, providing a theoretical model basis for effect appraisal of public opinion in universities.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114403141","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
An Author-Centered Media Blockchain Ecosystem 以作者为中心的媒体区块链生态系统
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE) Pub Date : 2018-10-01 DOI: 10.1109/ICEBE.2018.00039
Sijie Li
{"title":"An Author-Centered Media Blockchain Ecosystem","authors":"Sijie Li","doi":"10.1109/ICEBE.2018.00039","DOIUrl":"https://doi.org/10.1109/ICEBE.2018.00039","url":null,"abstract":"To support authors' benefits, reduce brokerage, identify accidence-raised liabilities, and make fair reviews to inspire quality writings, an author-centered media blockchain ecosystem is proposed and its principles, technical design and implementation issues are discussed in this article. The media ecosystem is operated autonomously on a smart contract-based consortium blockchain, with which three public facilities are provided for the participants, i.e., a composing service for authors, a media service for publishers, and an evaluation service for third-party creditworthiness providers. The media ecosystem repositions the authors' and the publishers' role involved in the publishing process, in which the authors' writings would neither be submitted to, nor evaluated by the media. The authors hold their writings and have the right to release them through the ecosystem. The writings are evaluated by a third-party creditworthiness provider and their information on composing, updating, reading, circulating and comments are traced and won't be interfered.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125882154","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: 4
Research on Governmental Data Sharing Based on Local Differential Privacy Approach 基于局部差分隐私方法的政府数据共享研究
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE) Pub Date : 2018-10-01 DOI: 10.1109/ICEBE.2018.00017
Liping Liu, Chunhui Piao, Xuehong Jiang, Li-Juan Zheng
{"title":"Research on Governmental Data Sharing Based on Local Differential Privacy Approach","authors":"Liping Liu, Chunhui Piao, Xuehong Jiang, Li-Juan Zheng","doi":"10.1109/ICEBE.2018.00017","DOIUrl":"https://doi.org/10.1109/ICEBE.2018.00017","url":null,"abstract":"With the construction and implementation of the government information resources sharing mechanism, the protection of citizens' privacy has become a vital issue for government departments and the public. This paper discusses the risk of citizens' privacy disclosure related to data sharing among government departments, and analyzes the current major privacy protection models for data sharing. Aiming at the issues of low efficiency and low reliability in existing e-government applications, a statistical data sharing framework among governmental departments based on local differential privacy and blockchain is established, and its applicability and advantages are illustrated through example analysis. The characteristics of the private blockchain enhance the security, credibility and responsiveness of information sharing between departments. Local differential privacy provides better usability and security for sharing statistics. It not only keeps statistics available, but also protects the privacy of citizens.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115161362","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: 10
System Framework and Information Model for a Distributed Dance Teaching Resource Repository 分布式舞蹈教学资源库的系统框架与信息模型
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE) Pub Date : 2018-10-01 DOI: 10.1109/ICEBE.2018.00063
Min Wei, Hongwei Wang, W. Liu
{"title":"System Framework and Information Model for a Distributed Dance Teaching Resource Repository","authors":"Min Wei, Hongwei Wang, W. Liu","doi":"10.1109/ICEBE.2018.00063","DOIUrl":"https://doi.org/10.1109/ICEBE.2018.00063","url":null,"abstract":"Ancient Chinese dance resources are so vibrant and diverse that they are tremendously useful and exploitable. Historical heritage should be treated under the premise of 'knowing' and then 'changing'. Motivated by this, this paper attempts to use digital technologies to analyze and manage ancient Chinese dance resources and on this basis to facilitate their understanding and reuse. In this way, various and correlated information can be integrated based on evolvement patterns of this particular example of Chinese civilization in history. The dance resource information management platform efficiently and effectively integrates relevant digital resources based on a specific theme to form a resource set featuring the coverage of various types of materials, thereby significantly improving the utilization of digital information resources and realizing the three-dimensional teaching in dance classes. This platform helps users facilitate information integration in teaching design as well as helping them address the diversity of learning and application.","PeriodicalId":221376,"journal":{"name":"2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117272732","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
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