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distributed multi-lingual content based text mining DML - CBTM

Distributed multi-lingual content based text mining DML - CB...

引用

3rd IASTED international conference on Advances in Computer Science and technology, ACST 2007

作者： Chitrakala, S. Manjula, D. Department of Computer Science and Engineering Easwari Engineering College Ramapuram Anna University Chennai Tamil Nadu India Department of Computer Science and Engineering College of Engineering Guindy Anna University Chennai Tamil Nadu India

ISBN: (纸本)9780889866560

With the explosion in information over the internet, extracting knowledge from media-based data in the form of images, audio streams and videos replacing textual ones is getting more complex. So a comprehensive methodology covering all forms of data are needed which is able to provide the contents of the data in a short period of time. Text mining tools and algorithms are becoming increasingly popular with many of the books, texts and documentation getting converted to soft-copy versions and being made globally accessible. Though this trend is predominantly in English language, the need has arisen for such an approach for other languages too, as many of the ancient and out-of-print texts in different languages are getting 'softer' versions for preserving and extraction of Information and Knowledge. In the context of Indian languages this need is more pronounced as many texts in different languages, scripts, different material forms ranging from palm leaves to stone cutting and dialects are available having wealth of information in variety of disciplines. In this paper, we propose a novel contentbased approach and demonstrate for textual data in the first instance, to be termed as CBTM (Content-Based Text-Mining) for knowledge discovery of multilingual texts. The proposed methodology employs a content based approach using keywords and patterns stored in the form of gif strings so that extensions to other forms of data are possible. Potential applications of this approach in a distributed environment are also highlighted. We have used the advertisements in newspapers for demonstrating the system.

关键词： Data mining

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XSS application worms: New internet infestation and optimized protective measures

XSS application worms: New Internet infestation and optimize...

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8th ACIS international conference on Software Engineering, Artificial Intelligence, Networking and Parallel/distributed computing/3rd ACIS international Workshop on Self-Assembling Wireless Networks

作者： Shanmugam, Jayarnsakthi Ponnavaikko, M. SRM Univ Madras Tamil Nadu India

ISBN: (纸本)0769529097

There has been considerable increase in Application layer attacks in the recent years. Research surveys show that the cross site scripting (XSS) attack is most common among all the application layer attacks. Ajax web technology, by design makes number of calls to the web server to process a user request. This increases the bandwidth usage and response time due increase in the number of calls to the web server. If security mechanisms are implemented to protect the application, then the server performance will suffer due to the additional processing required thereby resulting in increased response time. If security mechanisms are implemented to protect the application, then the server performance will suffer due to the increased response time because of the increase in number of requests. This problem demands an efficient approach to protect the web application from XSS attacks and to block the malicious attempts from reaching the web application. This paper presents a thread based solution for efficient process utilization of the web server and to prevent XSS threats. The proposed solution has been tested using Java/JSP on JBOSS server on around 2000 vulnerable XSS input collected from various research sites, white hat and black hat sites. The model is also tested with the combination of non vulnerable input and vulnerable input to assess the performance. The approach is found to be effective compared to the earlier research works.

关键词： application-level web security component-based design security vulnerabilities

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Net-centric computing: The future of computers and networking 3rd

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3rd international conference on distributed computing and internet technology

作者： Somani, Arun K. Kher, Shubhalaxmi Iowa State Univ Dependable Comp & Networking Lab Ames IA 50011 USA

ISBN: (纸本)9783540683797

Futuristic computers will only be thought of in the context of their ubiquitous connectivity. Net-centric computing isn't communications or networking per se, although it certainly includes both. With the changes in the computing and networking environment we need a different paradigm for distributed computing. The area of net-centric computing encompasses the embedded systems but is much larger in scope. In the near future, many hardware devices will be interconnected in large and highly dynamic distributed systems, using standard communication protocols on standard physical links [1] [3] [5] [6] [7] [8]. Such types of systems exist only for computers interconnected by TCP/IP networks, or for hardware devices interconnected in small areas by using specific protocols for the physical link, such as Bluetooth, Ethernet or X-10. In this paper we review Net-Centric computing in the perspective of Hardware requirements, Embedded system design, Middleware, Control, IT and provide an insight into the issues and challenges ahead.

关键词： Middleware

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Multicontext-aware recommendation for ubiquitous commerce 3rd

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3rd international conference on distributed computing and internet technology

作者： Kwon, Joonhee Kim, Sungrim Kyonggi Univ Dept Comp Sci San 94-6 Suwon South Korea Seoil Coll Dept Internet Informat Seoul South Korea

ISBN: (纸本)9783540683797

Recommender systems address a variety of ubiquitous commerce needs. In ubiquitous commerce, contextual information must be incorporated into the recommendation process. The total amount of information is larger due to the greater number of contexts in multicontext environments. Multicontext therefore requires a more accurate and rapid recommendation method. This paper proposes a multicontext-aware recommendation for ubiquitous commerce using consumer's preferences and behavior as a weighting factor. The recommendation method is described and an application prototype is presented. Several experiments are performed and the results verify that the proposed method's recommendation performance is better than other existing method.

关键词： Consumer behavior

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Modified Raymond's Algorithm for priority (MRA-P) based mutual exclusion in distributed systems 3rd

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3rd international conference on distributed computing and internet technology

作者： Kanrar, S. Chaki, N. Narasingha Dutta Coll Dept Comp Sci Howrah India Univ Calcutta Dept Comp Sci Kolkata W Bengal India

ISBN: (纸本)9783540683797

The traditional approaches towards implementing mutual exclusion can not be applied for distributed systems where nodes are loosely coupled. The existing algorithms typically follow either a symmetric or a token based approach. While the symmetric algorithms tend to increase the network traffic, token based approach offers solutions at a lower communication cost. Raymond has designed an efficient token based mutual exclusion algorithm. However, one major limitation of Raymond's algorithm is the lack of fairness in the sense that a token request that is generated later may be granted ahead of another request that was made earlier. In this work, we have proposed a modification of Raymond's algorithm. The new token based algorithm not only overcomes the fairness problem, but also handles the priority of the requesting processes.

关键词： distributed mutual exclusion fairness token based algorithm critical section priority

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Lossless data hiding for high embedding capacity 3rd

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3rd international conference on distributed computing and internet technology

作者： Lee, Hyeran Rhee, Kyunghyune Pukyong Natl Univ Dept Comp Sci 599-1 Daeyeon 3Dong Pusan 608737 South Korea Pukyong Natl Univ Comp & Telecommun Engn Div Elect Busan South Korea

ISBN: (纸本)9783540683797

Embedding distortions create problems in some areas such as medical, astronomical, and military imagery. Lossless data hiding is an exact restoration approach for recovering the original image from the stego image. In this paper, we present a lossless data embedding technique with a higher embedding capacity. We propose two lossless data embedding methods;first, a part of the unusable groups U is changed into the usable groups. Secondly, a discrimination function f is modified to improve the embedding capacity, and we are changed the value of an accumulating block in order to improve the embedding capacity. We provide experimental results to demonstrate the effectiveness of our proposed algorithm.

关键词： data hiding watermarking high capacity authentication lossless

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Ticket-based binding update protocol for Mobile IPv6 3rd

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3rd international conference on distributed computing and internet technology

作者： Kim, Sangjin Koo, Jungdoo Oh, Heekuck Korea University of Technology and Education School of Internet Media Engineering South Korea Hanyang University Department of Computer Science and Engineering South Korea

ISBN: (纸本)9783540683797

In this paper, we propose a new ticket based binding update protocol for Mobile IPv6. This protocol uses CGA (Cryptographically Generated Address) to provide mutual authentication between a mobile node and its corresponding node, but differs from previous protocols in the following way. The protocol does not require a mobile node to generate a signature each time it acquires a new IP address. To minimize computational cost of using CGA, the corresponding node issues a ticket that can be used in later update requests. Our initial protocol requires similar computational cost compared to previous protocols based on CGA, but outperforms others when a mobile node has a valid ticket.

关键词： Mobile IPv6 binding update protocol CGA

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Implementing diverse messaging models with self-managing properties using IFLOW

Implementing diverse messaging models with self-managing pro...

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3rd international conference on Autonomic computing, ICAC 2006

作者： Kumar, Vibhore Cai, Zhongtang Cooper, Brian F. Eisenhauer, Greg Schwan, Rarsten Mansour, Mohamed Seshasayee, Balasubramanian Widener, Patrick College of Computing Georgia Institute of Technology

ISBN: (纸本)1424401755

Implementing se if-management is hard, especially when building large scale distributed systems. Publish/subscribe middlewares, scientific visualization and collaboration tools, and corporate operational information systems are examples of one class of systems, distributed information flow infrastructures, that could benefit from self management. This paper presents IFLOW, an autonomic middleware for implementing these different distributed systems in a self-managing way. IFLOW reduces different messaging models down to a common information flow abstraction, creates a self-managing implementation of that abstraction, and then provides a substrate for building diverse information flow systems. We describe the design and implementation of IFLOW, and describe case studies of implementing different messaging models as self-managing systems. © 2006 IEEE.

关键词： Message passing

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Improving the deployability of existing Windows-based client/server business information systems using ActiveX 3rd

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3rd international conference on distributed computing and internet technology

作者： Chyou, Jonathan Jiin-Tian Cheng, Bill Yu-Fan Natl Chengchi Univ Dept Management Informat Syst 64Sec 2Zhinan Rd Taipei 11605 Taiwan

ISBN: (纸本)9783540683797

Today, increasingly large and complex business information systems (BISs) are being built as client/server (C/S) applications. Unfortunately, for the most common C/S BISs, that is, the Windows-based C/S BISs (WinBISs), client programs must be manually deployed to each end-user machine bringing about a heavy BIS maintenance load. ActiveX, if used properly, is more cost-effective than alternatives in improving the deployment of existing WinBISs. Yet, ActiveX has three shortcomings, namely insecurity, complexity, and bulkiness. The purpose of this paper is to overcome the shortcomings of ActiveX, and then develop an ActiveX-based solution to automate the deployment of existing WinBISs. We first propose a downloadable architecture, which supports the development of automatically-deployed BISs. Then we propose an architecture transformation process, which transforms existing WinBISs into the downloadable architecture. Additionally, we show an example of how to use the downloadable architecture and the architecture transformation process. The example also provides evidence to support the feasibility of such architecture and process.

关键词： ActiveX deployability information system deployment information system architecture information system architecture transformation

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Performance estimation of overlaid lightpath networks for Lambda users

Performance estimation of overlaid lightpath networks for La...

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3rd international conference on Broadband Communications Networks and Systems

作者： Harai, Hiroaki Tachibana, Takuji Natl Inst Informat & Commun Technol 4-2-1 Nukuikitamachi Koganei Tokyo 1848795 Japan Nara Inst Sci & Technol Nara Japan

ISBN: (纸本)9781424404247

In future, lightpaths will be dynamically provided to users by the use of GMPLS but lightpath networks may be overlaid to the users. When the users want to find idle wavelengths by probing for lightpath provisioning, they may not be able to obtain information about all the idle wavelengths along the route in the overlaid lightpath net-work. They are only allowed to include a limited number of wavelengths for probing. In order to avoid wavelength contention and reduce blocking probability, we present a. method for performance estimation of overlaid lightpath networks from a user side. In this method, we try to find wavelengths that are likely to be idle. This is done by the wavelength based rank accounting for each pair of a source and a destination. Rank is calculated each time a lightpath is provisioned at a pair regardless of the success or failure of the provisioning. We demonstrate that the method of estimation is effective through simulation experiments and also present an initial implementation of a lightpath-provisioning system that uses our performance estimation method based on the GMPLS RSVP-TE mechanism.

关键词： distributed computing Communications technology Bandwidth Application software Electronic mail Computer networks Wavelength division multiplexing Network topology Availability Optical fiber networks

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