Pub Date : 2012-06-03DOI: 10.1109/ISRA.2012.6219353
Zhifeng Zhang, Yuxi Liu
On base of research and analysis for Bayesian network classifier, active learning strategy and formalization method, this paper proposed a new approach for software requirement analysis based on active learning strategy and formalization method. This approach combined of the Bayesian network, Bayesian network classifier, active learning strategy and formalization method, and improved the approach in the requirement analysis to get the better reusability and the extensibility. This approach eliminated the ambiguity, partialness, inconsistency of system, and provided a reasonable solution for uncertain problem in requirement analysis, therefore improved the performance and the quality of the software.
{"title":"Application of active learning strategy and formalization method in requirement analysis","authors":"Zhifeng Zhang, Yuxi Liu","doi":"10.1109/ISRA.2012.6219353","DOIUrl":"https://doi.org/10.1109/ISRA.2012.6219353","url":null,"abstract":"On base of research and analysis for Bayesian network classifier, active learning strategy and formalization method, this paper proposed a new approach for software requirement analysis based on active learning strategy and formalization method. This approach combined of the Bayesian network, Bayesian network classifier, active learning strategy and formalization method, and improved the approach in the requirement analysis to get the better reusability and the extensibility. This approach eliminated the ambiguity, partialness, inconsistency of system, and provided a reasonable solution for uncertain problem in requirement analysis, therefore improved the performance and the quality of the software.","PeriodicalId":266930,"journal":{"name":"2012 IEEE Symposium on Robotics and Applications (ISRA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121711898","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}
Pub Date : 2012-06-03DOI: 10.1109/ISRA.2012.6219207
K. Su, Wei Sun
Citizen Service Platform (CSP) system is an e-Government 2.0 system and capable of helping citizens interact with governments in a new and democratic way, and can improve traditional e-government system's efficiency greatly. It is therefore important to measure the success of CSP systems from the different perspectives. This study provides the first empirical test of an adaptation of DeLone and McLean's IS success model in the context of CSP. Our findings provide several important implications for CSP and Government 2.0 research and practice.
公民服务平台(Citizen Service Platform, CSP)系统是一个电子政务2.0系统，能够帮助公民以一种新的、民主的方式与政府互动，极大地提高了传统电子政务系统的效率。因此，从不同的角度衡量光热发电系统的成功是很重要的。本研究首次对DeLone和McLean的IS成功模型在CSP背景下的适应性进行了实证检验。我们的研究结果为CSP和政府2.0的研究和实践提供了几个重要的启示。
{"title":"Assessing Citizen Service Platform system success in Government 2.0","authors":"K. Su, Wei Sun","doi":"10.1109/ISRA.2012.6219207","DOIUrl":"https://doi.org/10.1109/ISRA.2012.6219207","url":null,"abstract":"Citizen Service Platform (CSP) system is an e-Government 2.0 system and capable of helping citizens interact with governments in a new and democratic way, and can improve traditional e-government system's efficiency greatly. It is therefore important to measure the success of CSP systems from the different perspectives. This study provides the first empirical test of an adaptation of DeLone and McLean's IS success model in the context of CSP. Our findings provide several important implications for CSP and Government 2.0 research and practice.","PeriodicalId":266930,"journal":{"name":"2012 IEEE Symposium on Robotics and Applications (ISRA)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122008014","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}
Pub Date : 2012-06-03DOI: 10.1109/ISRA.2012.6219190
L. Chunli, Li Donghui
The 21st century is the era of the Internet, featured by rapid development and application of computer network technology. Security issues also present themselves accompanying the emergence of computer networks. To tackle these issues, we must come up with countermeasures. In this article, the author firstly analyzes the security and reliability issues existing in computer networks, and then proposes some opinions on how to deal with the current computer network security issues, aiming to discuss this together with extensive customers in order to enhance the awareness of computer network security protection.
{"title":"Computer network security issues and countermeasures","authors":"L. Chunli, Li Donghui","doi":"10.1109/ISRA.2012.6219190","DOIUrl":"https://doi.org/10.1109/ISRA.2012.6219190","url":null,"abstract":"The 21st century is the era of the Internet, featured by rapid development and application of computer network technology. Security issues also present themselves accompanying the emergence of computer networks. To tackle these issues, we must come up with countermeasures. In this article, the author firstly analyzes the security and reliability issues existing in computer networks, and then proposes some opinions on how to deal with the current computer network security issues, aiming to discuss this together with extensive customers in order to enhance the awareness of computer network security protection.","PeriodicalId":266930,"journal":{"name":"2012 IEEE Symposium on Robotics and Applications (ISRA)","volume":"19 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123571464","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}
Realizing the close connection between Customer Experience (CE) and profitability, the communications industry has been placing more and more attention to CE and Quality of Experience (QoE). The traditional Service Quality Management mainly focusing on Quality of Service (QoS) aspect no longer satisfies service providers' demand for taking the quality perceived by the customer into consideration. And it's in such conditions that Customer Experience Management (CEM) has been promoted as a solution. This paper first explores a few of the key concepts of CEM in telecom industry, then the recent studies of CEM models/frameworks are presented, and finally the evaluation approaches for Quality of Experience (QoE).
{"title":"Customer experience oriented service quality management","authors":"Chen Jian, Liu Wen-wang, Zhou Wen-an, Guo Hai-sheng, Chen Zhang, Meng Shao-fu","doi":"10.1109/ISRA.2012.6219183","DOIUrl":"https://doi.org/10.1109/ISRA.2012.6219183","url":null,"abstract":"Realizing the close connection between Customer Experience (CE) and profitability, the communications industry has been placing more and more attention to CE and Quality of Experience (QoE). The traditional Service Quality Management mainly focusing on Quality of Service (QoS) aspect no longer satisfies service providers' demand for taking the quality perceived by the customer into consideration. And it's in such conditions that Customer Experience Management (CEM) has been promoted as a solution. This paper first explores a few of the key concepts of CEM in telecom industry, then the recent studies of CEM models/frameworks are presented, and finally the evaluation approaches for Quality of Experience (QoE).","PeriodicalId":266930,"journal":{"name":"2012 IEEE Symposium on Robotics and Applications (ISRA)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123700467","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}
Pub Date : 2012-06-03DOI: 10.1109/ISRA.2012.6219131
Wenhua Qiu
Since reform and opening, Chinese insurance industry an average annual rate of 30% in the rapid growth of the important aspects of the financial system. The sports insurance as a new type of insurance growth steadily and rapidly. At present, it is an important subject of insurance industry, which is that how to promote sports insurance industry with a fast and great speed development in term of the guidance of scientific concept of development, meanwhile, it is even important for the great subject of sports insurance with a health development. It is a fundamental way to promote sports insurance can be coordinated and sustainable development which established a good marketing channel for the market from the development of sports insurance, trends, business situation analysis.
{"title":"Chinese sports channel for the insurance industry marketing problems and suggestions","authors":"Wenhua Qiu","doi":"10.1109/ISRA.2012.6219131","DOIUrl":"https://doi.org/10.1109/ISRA.2012.6219131","url":null,"abstract":"Since reform and opening, Chinese insurance industry an average annual rate of 30% in the rapid growth of the important aspects of the financial system. The sports insurance as a new type of insurance growth steadily and rapidly. At present, it is an important subject of insurance industry, which is that how to promote sports insurance industry with a fast and great speed development in term of the guidance of scientific concept of development, meanwhile, it is even important for the great subject of sports insurance with a health development. It is a fundamental way to promote sports insurance can be coordinated and sustainable development which established a good marketing channel for the market from the development of sports insurance, trends, business situation analysis.","PeriodicalId":266930,"journal":{"name":"2012 IEEE Symposium on Robotics and Applications (ISRA)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123717796","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}
Pub Date : 2012-06-03DOI: 10.1109/ISRA.2012.6219280
Zhang Zhening, Zhang Rui, Yang Jing, Lei Xiwen
A car split rate model based on Strategic Transport Model (STM) method has been proposed in this paper. The model can be used to predict the car split rate in urban traffic system. It also allows assessing the consequences of strategic changes in urban traffic system. With in-depth study of the strategic transport model, the SCGC model (Service Characteristics based General Cost model) is built. Then taking service characteristics such as economic cost, time cost, service accessibility and comfort factor into consideration, the split rate model for private car based on the STM is proposed. With the residents travel survey data from 2005 to 2007 in Beijing city, the models are calibrated. According to the parameters the model is validated and the relative error between actual data and the prediction data is 2.47%, the prediction result is of high accuracy. It is proved that the model is accurate and serviceable.
{"title":"Modeling split rate for private car in urban area based on STM","authors":"Zhang Zhening, Zhang Rui, Yang Jing, Lei Xiwen","doi":"10.1109/ISRA.2012.6219280","DOIUrl":"https://doi.org/10.1109/ISRA.2012.6219280","url":null,"abstract":"A car split rate model based on Strategic Transport Model (STM) method has been proposed in this paper. The model can be used to predict the car split rate in urban traffic system. It also allows assessing the consequences of strategic changes in urban traffic system. With in-depth study of the strategic transport model, the SCGC model (Service Characteristics based General Cost model) is built. Then taking service characteristics such as economic cost, time cost, service accessibility and comfort factor into consideration, the split rate model for private car based on the STM is proposed. With the residents travel survey data from 2005 to 2007 in Beijing city, the models are calibrated. According to the parameters the model is validated and the relative error between actual data and the prediction data is 2.47%, the prediction result is of high accuracy. It is proved that the model is accurate and serviceable.","PeriodicalId":266930,"journal":{"name":"2012 IEEE Symposium on Robotics and Applications (ISRA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128639795","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}
Pub Date : 2012-06-03DOI: 10.1109/ISRA.2012.6219127
Z. Zhijun, Wang Zu-shan
Many factors effect the teaching evaluation by students, some are individual factors from teachers, the others are not from teachers. The paper studies the effects that can not controlled by teachers. By using dummy variable device, we research the following factors' effect: number of class in a classroom, number of students in class room, teaching hours of a teacher in a term, type of students, grade and excellent course or not. We find that some factors may affect the results of teaching evaluation by students.
{"title":"Non-teacher factors may affect teaching evaluation from students","authors":"Z. Zhijun, Wang Zu-shan","doi":"10.1109/ISRA.2012.6219127","DOIUrl":"https://doi.org/10.1109/ISRA.2012.6219127","url":null,"abstract":"Many factors effect the teaching evaluation by students, some are individual factors from teachers, the others are not from teachers. The paper studies the effects that can not controlled by teachers. By using dummy variable device, we research the following factors' effect: number of class in a classroom, number of students in class room, teaching hours of a teacher in a term, type of students, grade and excellent course or not. We find that some factors may affect the results of teaching evaluation by students.","PeriodicalId":266930,"journal":{"name":"2012 IEEE Symposium on Robotics and Applications (ISRA)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128713816","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}
Pub Date : 2012-06-03DOI: 10.1109/ISRA.2012.6219279
Li Zimu, Peng Wei, L. Yujun
As IPv4 addresses are being exhausted, more and more ISPs have to migrate to IPv6. As there are so many servers in ISP's IDC, how to transit these servers from IPv4 to IPv6 smoothly is a big problem. An innovative IPv4/IPv6 transition mechanism, called IVI, is being used to help ISP's deal with such a problem. The IVI is a prefix-specific and stateless address mapping mechanism for "an IPv6 network to the IPv4 Internet" and vice versa. Subsets of the ISP's IPv4 addresses are embedded in the ISP's IPv6 addresses and the servers using these IPv6 addresses can therefore communicate with the global IPv6 Internet directly and can communicate with the global IPv4 Internet via stateless translators. In order to clients from both IPv4 and IPv6 can access these IPv6 servers, name resolves should also be made on type A and type AAAA records in DNS. This paper depicts the fundamentals of IVI and the best deployment for ISP servers. Against to other transition mechanisms, it is proved that IVI is an easy and idea way for ISP IDC migrates to the Next Generation Internet based on IPv6.
{"title":"An innovative Ipv4-ipv6 transition way for Internet service provider","authors":"Li Zimu, Peng Wei, L. Yujun","doi":"10.1109/ISRA.2012.6219279","DOIUrl":"https://doi.org/10.1109/ISRA.2012.6219279","url":null,"abstract":"As IPv4 addresses are being exhausted, more and more ISPs have to migrate to IPv6. As there are so many servers in ISP's IDC, how to transit these servers from IPv4 to IPv6 smoothly is a big problem. An innovative IPv4/IPv6 transition mechanism, called IVI, is being used to help ISP's deal with such a problem. The IVI is a prefix-specific and stateless address mapping mechanism for \"an IPv6 network to the IPv4 Internet\" and vice versa. Subsets of the ISP's IPv4 addresses are embedded in the ISP's IPv6 addresses and the servers using these IPv6 addresses can therefore communicate with the global IPv6 Internet directly and can communicate with the global IPv4 Internet via stateless translators. In order to clients from both IPv4 and IPv6 can access these IPv6 servers, name resolves should also be made on type A and type AAAA records in DNS. This paper depicts the fundamentals of IVI and the best deployment for ISP servers. Against to other transition mechanisms, it is proved that IVI is an easy and idea way for ISP IDC migrates to the Next Generation Internet based on IPv6.","PeriodicalId":266930,"journal":{"name":"2012 IEEE Symposium on Robotics and Applications (ISRA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129347417","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}
Pub Date : 2012-06-03DOI: 10.1109/ISRA.2012.6219167
Bichuan Zhang, Xiaojie Wang, Guannan Fang
We present a novel approach for discovering word categories, sets of words sharing a significant aspect of distributional context. We determine symmetric similarity of word pair, lexical category is then created based on graph-partitioning method. We train our model on a corpus of child-directed speech from CHILDES and show that the model successful learns word categories. Furthermore, a number of different measures have been proposed for evaluating computational models of category acquisition. In this paper, we propose a new measure that meets three criteria: informativeness, diversity and purity.
{"title":"Graph-based model for lexical category acquisition","authors":"Bichuan Zhang, Xiaojie Wang, Guannan Fang","doi":"10.1109/ISRA.2012.6219167","DOIUrl":"https://doi.org/10.1109/ISRA.2012.6219167","url":null,"abstract":"We present a novel approach for discovering word categories, sets of words sharing a significant aspect of distributional context. We determine symmetric similarity of word pair, lexical category is then created based on graph-partitioning method. We train our model on a corpus of child-directed speech from CHILDES and show that the model successful learns word categories. Furthermore, a number of different measures have been proposed for evaluating computational models of category acquisition. In this paper, we propose a new measure that meets three criteria: informativeness, diversity and purity.","PeriodicalId":266930,"journal":{"name":"2012 IEEE Symposium on Robotics and Applications (ISRA)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130333514","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}
Pub Date : 2012-06-03DOI: 10.1109/ISRA.2012.6219270
Tonghui Li, Xixi Xiao, Qunwei Xue
In this paper we propose a new unsupervised and domain independent approach for sentiment classification. It takes a few documents as the training set to build a sentiment vocabulary list which will be used to classify the documents according to their sentiment orientation. The system is self-supervised and domain independent. Experimental results show that the classification accuracy of the approach can reach 85.7% which is better than the previous experiments of unsupervised methods.
{"title":"An unsupervised approach for sentiment classification","authors":"Tonghui Li, Xixi Xiao, Qunwei Xue","doi":"10.1109/ISRA.2012.6219270","DOIUrl":"https://doi.org/10.1109/ISRA.2012.6219270","url":null,"abstract":"In this paper we propose a new unsupervised and domain independent approach for sentiment classification. It takes a few documents as the training set to build a sentiment vocabulary list which will be used to classify the documents according to their sentiment orientation. The system is self-supervised and domain independent. Experimental results show that the classification accuracy of the approach can reach 85.7% which is better than the previous experiments of unsupervised methods.","PeriodicalId":266930,"journal":{"name":"2012 IEEE Symposium on Robotics and Applications (ISRA)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129421830","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}
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