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Analyzing Distribution and Evolution of Research Interests by Term Extraction and Ontology Learning

Analyzing Distribution and Evolution of Research Interests b...

引用

International Conference on Web-Age Information Management Workshops (WAIM)

作者： Zhiqiang Gao Wanying Zhu Yuzhong Qu Zhisheng Huang School of Computer Science and Engineering South-East University Nanjing China Jiang Su LSYW System Integration Company Limited China Department of Computer Science Vrije Universiteit Amsterdam Netherlands

ISBN: (纸本)9781424432004;9780769531854

This paper introduces dynamic view, a novel semantic Web application, for users to query, browse and visualize distribution and evolution of research interests in temporal, spatial and ontological dimensions. We present motivation and requirements for a system like dynamic view, and discuss its architecture. We outline main algorithms for term extraction from Web pages of researchers and ontology learning from digital libraries, and sketch visualizations we used in the interface.

关键词： Ontologies Web pages Data mining Artificial intelligence Evolution (biology) Libraries USA Councils

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FIR filter design on Flexible Engine/Generic ALU array and its dedicated synthesis algorithm

FIR filter design on Flexible Engine/Generic ALU array and i...

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IEEE Asia-Pacific Conference on Circuits and systems

作者： Ryo Tamura Masayuki Honma Nozomu Togawa Masao Yanagisawa Tatsuo Ohtsuki Makoto Satoh Department of Computer Science and Engineering Waseda University Shinjuku Tokyo Japan System Development Laboratory Hitachi and Limited Kawasaki Kanagawa Japan

Reconfigurable processors are those whose contexts are dynamically reconfigured while they are working. We focus on a reconfigurable processor called FE-GA (Flexible Engine/Generic ALU array) for digital media processing. Currently, FE-GA does not have its dedicated behavior synthesis tool. In this paper, we design FIR filters and propose an algorithm to map them onto it automatically. For given an order and coefficients of an FIR filter, the algorithm generates a dedicated assembly code which represents a given FIR filter for FE-GA. Then an editor called FEEditor reads the generated assembly code and implements its corresponding FIR filter on FE-GA. The proposed algorithm achieves automatic mapping of FIR filters of all orders within the range of the specification of FE-GA architecture. Furthermore, it is proved that a minimum cycle is achieved to execute FIR filtering if there is no thread switching.

关键词： Finite impulse response filter Algorithm design and analysis Assembly Search engines Field programmable gate arrays Circuit synthesis Filtering Yarn Network synthesis Logic arrays

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Multi-robot cooperative pursuit based on combinatorial auction mechanism under dynamic environment

Multi-robot cooperative pursuit based on combinatorial aucti...

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2008 2nd International Symposium on systems and Control in Aerospace and Astronautics, ISSCAA 2008

作者： Su, Cai Ze Ning, Sun Li Bo, Gao Hai Cheng, Zhou Pu State Key Laboratory of Advanced Robot and System Harbin Institute of Technology Harbin 150001 Heilongjiang China School of Computer Science and Technology Harbin Institute of Technology Harbin 150001 Heilongjiang China Department of Information Engineering Artillery Academy of PLA Hefei 230031 AnHui Province China

This paper mainly discusses the pursuit-evasion games, in which a team of autonomous mobile robots act as pursuers to pursue multiple moving targets cooperatively. In order to reduce the communication load during the task negotiation process, the auction mechanism in Economics was introduced,and an improved task negotiation process based on Multi-Unit Combinatorial Auction was proposed. It allocated task dynamically through capability classification and independent competition. A kind of multi-robot cooperative pursuit algorithm that allows dynamic alliance is proposed. Simulation results show the feasibility and validity ofthe given algorithm.

关键词： Multipurpose robots

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Using a genetic algorithm to obtain a neural network-based model of a real autonomous vehicle

Using a genetic algorithm to obtain a neural network-based m...

引用

IEEE International Symposium on Industrial Electronics (ISIE)

作者： Nieves Pavon Pulido Joaquin Ferruz Melero A. E. Ruano Department of Computer Science University of Huelva Spain Department of System Engineering and Automation University of Seville Spain Centre of Intelligent Systems University of Algarve Portugal

In this paper, a set of radial basis function (RBF) neural networks, capable to learn the kinematic and dynamic behavior of the Romeo 4R autonomous vehicle, is presented. In order to obtain a set of good RBF nets in terms of the number of neurons and the number of lagged inputs, a multi-objective genetic algorithm (MOGA) has been used. The kinematic and dynamic systems of the mobile robot have been split into three subsystems: the steering module, the drive module and the heading module. Each subsystem is modeled with a neural network that learns its behaviour using, among others, a set of lagged outputs as inputs. The outputs from the steering and drive modules are also used as inputs in the heading module. Neural networks - based models are compared to classical approaches.

关键词： Genetic algorithms Neural networks Remotely operated vehicles Mobile robots Kinematics Vehicle dynamics Fuzzy systems Intelligent systems Neurons Navigation

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Implementation of the Machine Vision system of Inspecting Nozzle

Implementation of the Machine Vision System of Inspecting No...

引用

International Conference on Convergence Information Technology

作者： Wonho Lee Chunkee Jeon Chijung Hwang Department of Computer Information System Kyonggi Institute of Technology South Korea Department of Mechatronics Kyonggi Institute of Technology South Korea Department of Computer Science and Engineering National University ChungNam South Korea

In this paper, we implemented machine vision system of inspecting nozzle to be used a part of SMD equipment. To inspect nozzle, the grey image is converted to binary image using bimodal technique. Its system first remove noise using morphological operation such as opening and closing, and then extract feature using template matching technique to identify type of nozzle. Finally, its system extract another feature to calculate the size of region of interest using projection technique. A projection is the sum of the run-lengths of 1s along a straight line oriented at angle, which is useful in shape analysis as well as image segmentation. We implemented its system and obtained satisfied results.

关键词： Machine vision Inspection computer vision Feature extraction Image processing Image converters Morphological operations Shape Image analysis Image segmentation

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Specifying Scripts and Collaborative Tasks in CSCL Environment Using IMS-LD and CIAN

Specifying Scripts and Collaborative Tasks in CSCL Environme...

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International Conference on Advanced Learning Technologies (ICALT)

作者： Ana I. Molina Francisco Jurado William J. Giraldo Miguel A. Redondo Manuel Ortega Department of Information Technologies and Systems Computer Science and Engineering Faculty Castilla La Mancha University Ciudad Real Spain Department of Information Technologies and Systems. Computer Science and Engineering Faculty Castilla La Mancha University Ciudad Real Spain System and Computer Engineering University of Quindio Quindio Colombia

ISBN: (纸本)9780769531670

The standardization of elearning environments and the design of collaboration scripts are two research areas that are acquiring a greater attention within the computer supported collaborative learning (CSCL) community. We are interested in the suitability of the standard IMS-LD for modeling collaborative learning processes. We propose a reference model and the use of a graphical notation called CIAN as CSCL scripting language. Using these specifications of a high level of abstraction and mappable to a computer-interpretable notation such as IMS-LD, allows hiding the particularities of the standard to instructional designers.

关键词： Collaborative work Proposals Electronic learning International collaboration Information technology computer science Design engineering systems engineering and theory Standardization computer aided instruction

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Effect of Agency on Perceived Timing of Audiovisual Stimuli

Effect of Agency on Perceived Timing of Audiovisual Stimuli

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International Conference on Natural Computation (ICNC)

作者： Tomomitsu Herai Ken Mogi Sony Computer Science Laboratories Inc. Tokyo Japan Department of Computational Intelligence and System Science Interdisciplinary Graduate School of Science and Engineering Tokyo Institute of Technology Yokohama Japan

Agency alters the subjective sense of time and sensitivity to sensory stimulus. We quantified the effect of agency in the processing of audiovisual integration in the brain by psychophysical methods. In the experiment, either the subjects or the experimenter pressed two buttons, which generated a visual and an auditory stimulus respectively. Participants judged the temporal order of the successive audiovisual stimuli in both conditions. The results show that the involvement of subject's agency increased the accuracy of judgments for the timing of the generated stimuli significantly. It is indicated that the subjective sense of time changes in a dynamical manner affected by the involvement of agency and sensori-motor contingency.

关键词： Timing Delay effects Pressing Computational intelligence computer science Laboratories Robustness Feedback Psychology Instruments

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Generalized Wigner-Yanase skew information and generalized fisher information

Generalized Wigner-Yanase skew information and generalized f...

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International Symposium on Information Theory and Its Applications, ISITA

作者： Kenjiro Yanagi Shigeru Furuichi Ken Kuriyama Applied Mathematical Science Graduate School of Science and Engineering Yamaguchi University Ube Japan Department of Computer Science and System Analysis College of Humanities and Sciences Nihon University Tokyo Japan

ISBN: (纸本)9781424420681

We introduce a generalized Wigner-Yanase skew information and then derive the trace inequality related to the uncertainty relation. This inequality is a non-trivial generalization of the uncertainty relation derived by *** for the quantum uncertainty quantity excluding the classical mixture. And we introduce a generalized Fisher information and then derive a generalized Cramer-Rao inequality. We also give an example for our generalized Fisher information and then derive the uncertainty relation for two observables.

关键词： Uncertainty Quantum mechanics Hilbert space Mechanical systems Information theory Application software computer science Information analysis Educational institutions

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Providing continuous VCR function with interpolated active buffer management for near VOD system on ubiquitous multimedia environment

Providing continuous VCR function with interpolated active b...

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IEEE International Conference on Ubi-Media Computing

作者： Hsien-Ming Tsai Jen-Wen Ding Shu-Chen Cheng Yueh-Min Huang Department of Engineering Science National Cheng Kung University China Management of Information System National Kaohsiung University of Applied Sciences Taiwan Department of Computer Science and Information Engineering Southern Taiwan University of Technology Taiwan

ISBN: (纸本)9781424418657

A unicast video-on-demand (VOD) system is good at interactivity but bad at scalability. Many multicast schemes have been proposed to solve the scalability problem in recent years. However, the weakness of these schemes are lack of interactivity. Furthermore, most multicast schemes rely on a large number of buffer and bandwidth to prefetch a large portion of video content in order to keep the video can be playing back smoothly. There is no doubt that this will be a great challenge to the ubiquitous VoD environment. In this paper, we propose a buffer interpolation algorithm and a hybird channel scheme to reduce the requirement of client buffer and decrease the user service latency time. Simulation results show that the proposed scheme not only keep the video playing smoothly under less buffer, but also present quite good performance in the aspect of VCR action.

关键词： Video recording Environmental management Multimedia systems Broadcasting Bandwidth Multimedia communication Scalability Prefetching Delay Unicast

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Mining Bug Repositories--A Quality Assessment

Mining Bug Repositories--A Quality Assessment

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International Conference on Computational Intelligence for Modelling, Control and Automation, and International Conference on Intelligent Agents, Web Technologies and Internet Commerce

作者： Philipp Schugerl Juergen Rilling Philippe Charland Department of Computer Science and Software Engineering Concordia University Montreal Canada System of Systems Section Defence Research and Development Canada QUE Canada

The process of evaluating, classifying, and assigning bugs to programmers is a difficult and time consuming task which greatly depends on the quality of the bug report itself. It has been shown that the quality of reports originating from bug trackers or ticketing systems can vary significantly. In this research, we apply information retrieval (IR) and natural language processing (NLP) techniques for mining bug repositories. We focus particularly on measuring the quality of the free form descriptions submitted as part of bug reports used by open source bug trackers. Properties of natural language influencing the report quality are automatically identified and applied as part of a classification task. The results from the automated quality assessment are used to populate and enrich our existing software engineering ontology to support a further analysis of the quality and maturity of bug trackers.

关键词： Quality assessment Text mining Software engineering Information retrieval Natural language processing Data mining Artificial intelligence Performance analysis Algorithm design and analysis computer science

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