127 research outputs found

    Combining SOMs and Ontologies for Effective Web Site Mining

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    Using Synchronic and Diachronic Relations for Summarizing Multiple Documents Describing Evolving Events

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    In this paper we present a fresh look at the problem of summarizing evolving events from multiple sources. After a discussion concerning the nature of evolving events we introduce a distinction between linearly and non-linearly evolving events. We present then a general methodology for the automatic creation of summaries from evolving events. At its heart lie the notions of Synchronic and Diachronic cross-document Relations (SDRs), whose aim is the identification of similarities and differences between sources, from a synchronical and diachronical perspective. SDRs do not connect documents or textual elements found therein, but structures one might call messages. Applying this methodology will yield a set of messages and relations, SDRs, connecting them, that is a graph which we call grid. We will show how such a grid can be considered as the starting point of a Natural Language Generation System. The methodology is evaluated in two case-studies, one for linearly evolving events (descriptions of football matches) and another one for non-linearly evolving events (terrorist incidents involving hostages). In both cases we evaluate the results produced by our computational systems.Comment: 45 pages, 6 figures. To appear in the Journal of Intelligent Information System

    Software tools for microprocessor based systems

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    After a short review of the hardware and/or software tools for the development of single-chip, fixed instruction set microprocessor-based systems the author focuses on the software tools for designing systems based on microprogrammed bit-sliced microprocessors. Emphasis is placed on meta-microassemblers and simulation facilities at the register-transfer-level and architecture level. The author reviews available meta-microassemblers giving their most important features, advantages and disadvantages. He also makes extensions to higher-level microprogramming languages and associated systems specifically developed for bit-slices. In the area of simulation facilities the author first discusses the simulation objectives and the criteria for choosing the right simulation language. He concentrates on simulation facilities already used in bit-slices projects and discusses the gained experience, and concludes by describing the way the Signetics meta-microassembler and the ISPS simulation tool have been employed in the design of a fast microprogrammed machine, called MICE, made out to ECL bit-slices. (35 refs)

    A low-cost Concurrent BIST scheme for increased dependability

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    Built-in Self-Test (BIST) techniques constitute an attractive and practical solution to the difficult problem of testing VLSI circuits and systems. Input vector monitoring concurrent BIST schemes can circumvent problems appearing separately in online and in offline BIST schemes. An important measure of the quality of an input vector monitoring concurrent BIST scheme is the time required to complete the concurrent test, termed Concurrent Test Latency. In this paper, a new input vector monitoring concurrent BIST technique for combinational circuits is presented which is shown to be significantly more efficient than the input vector monitoring techniques proposed to date with respect to Concurrent Test Latency and hardware overhead trade-off, for low values of the hardware overhead. © 2005 IEEE

    Two-level clustering of web sites using self-organizing maps

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    Web sites contain an ever increasing amount of information within their pages. As the amount of information increases so does the complexity of the structure of the web site. Consequently it has become difficult for visitors to find the information relevant to their needs. To overcome this problem various clustering methods have been proposed to cluster data in an effort to help visitors find the relevant information. These clustering methods have typically focused either on the content or the context of the web pages. In this paper we are proposing a method based on Kohonen's self-organizing map (SOM) that utilizes both content and context mining clustering techniques to help visitors identify relevant information quicker. The input of the content mining is the set of web pages of the web site whereas the source of the context mining is the access-logs of the web site. SOM can be used to identify clusters of web sessions with similar context and also clusters of web pages with similar content. It can also provide means of visualizing the outcome of this processing. In this paper we show how this two-level clustering can help visitors identify the relevant information faster. This procedure has been tested to the access-logs and web pages of the Department of Informatics and Telecommunications of the University of Athens. © 2007 Springer Science+Business Media, LLC

    Improving the performance of distributed shared memory environments on grid multiprocessors

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    Distributed Shared Memory (DSM) is a good solution to the scalability, complexity and high cost problems of large scale Shared Memory Multiprocessors, as well as to the difficulty of the programming model problem of the message passing Distributed Memory Multiprocessors. We present a method for improving the performance of Distributed Shared Memory Environments running on grid multiprocessors. The method is based on removing the inherent centralism imposed by X-Y routing that causes congestion in the centre of the grid. Simulation, as well as implementation results on a 1024 processor machine show an improvement of up to 24%. © Springer-Verlag Berlin Heidelberg 1999

    Reply: Behaviour of Circuit-Switched Multistage Networks in Presence of Memory Hot Spot

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    This letter addresses the important problem of evaluating the performance of tightly coupled multiprocessor systems under memory hot spot traffic by presenting an interference analysis of multistage interconnection networks (MINs) for such systems. It is shown that the tree saturation effect does not occur in nonblocking circuit-switched MINs. © 1989, The Institution of Electrical Engineers. All rights reserved
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