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Bayesian Network Inference with Qualitative Expert Knowledge for Decision Support Systems

Bayesian Network Inference with Qualitative Expert Knowledge...

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ACIS international conference on Software Engineering, Artificial Intelligence, networking, and Parallel/distributed computing (SNPD)

作者： Nipat Jongsawat Wichian Premchaiswadi Graduate School of IT in Business Siam University Bangkok Thailand

ISBN: (纸本)9781424474226;9780769540887

In this paper, we consider a methodology that utilizes qualitative expert knowledge for inference in a Bayesian network. The decision-making assumptions and the mathematical equation for Bayesian inference are derived based on data and knowledge obtained from experts. A detailed method to transform knowledge into a set of qualitative statements and an “a priori” distribution for Bayesian probabilistic models are proposed. We also propose a simplified method for constructing the “a prior” model distribution. Each statement obtained from the experts is used to constrain the model space to the subspace which is consistent with the statement provided. Finally, we present qualitative knowledge models and then show a full formalism of how to translate a set of qualitative statements into probability inequality constraints.

关键词： Bayesian methods Decision support systems Probability distribution Artificial intelligence distributed computing Software engineering Decision making Equations Transforms Subspace constraints

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A Domain-Specific Question Answering System Based on Ontology and Question Templates

A Domain-Specific Question Answering System Based on Ontolog...

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ACIS international conference on Software Engineering, Artificial Intelligence, networking, and Parallel/distributed computing (SNPD)

作者： D.S. Wang Chinese Academy of Sciences Beijing Beijing CN

ISBN: (纸本)9781424474226;9780769540887

The rapid growth in the development of Internet-based information systems increases the demand for natural language interfaces that are easy to set up and maintain. Unfortunately, the problem of deep understanding natural language queries is far from being solved. In this paper, an automated question answering system based on domain ontology and question template is proposed, which does not need deep understanding of user's questions. Ontology was employed to model the interesting domain, and properties of concepts are described by a collection of question templates. The system captures a user's intention by matching his questions to predefined templates, and return answers corresponding to template's query focus. The system has been applied to mobile service consulting area, and experimental results show that the system has high practicability as well as maintainability.

关键词： Ontologies Natural languages Artificial intelligence Information retrieval Multimedia databases Frequency Software engineering distributed computing Laboratories Information processing

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A Middleware Architecture for Safety Critical Ambient Intelligence Applications

A Middleware Architecture for Safety Critical Ambient Intell...

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3rd conference on Smart Spaces, ruSMART 2010 and 10th international conference on Next Generation Teletraffic and Wired/Wireless Advanced networking, NEW2AN 2010

作者： Coronato, Antonio De Pietro, Giuseppe Institute of High Performance Computing and Networking ICAR-CNR Via P. Castellino 111 Naples80131 Italy

ISBN: (纸本)9783642148903

Ambient Intelligence (AmI) technologies are more and more often adopted in scenarios, like healthcare, environments monitoring and control, ambient assisted living, etc, which are critical for human safety and assets preservation. This requires that such a kind of applications be designed taking into account stringent dependability requirements. This paper presents a service-oriented middleware architecture for safety critical Ambient Intelligence applications, which provides services that enable the designer to develop runtime verification mechanisms;that is, it is possible to continuously monitor the verification of correctness properties defined at design time. © 2010, Springer-Verlag Berlin Heidelberg.

关键词： Ambient intelligence

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9th international conference on Entertainment computing, ICEC 2010

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9th international conference on Entertainment computing, ICEC 2010

ISBN: (纸本)3642153984

The proceedings contain 77 papers. The special focus in this conference is on Computer games. The topics include: Baby robot “YOTARO”;a card playing humanoid for understanding Socio-emotional interaction;creating, throwing and catching dreams for collaborative dream sharing;an interactive game with speech and gesture recognition;painting using onomatopoeia;designing video games with interpersonal touch interaction;investigating the affective quality of motion in user interfaces to improve user experience;renarcissization of patients suffering from alzheimer’s disease through video game-based music therapy;virtual team performance depends on distributed leadership;collaborative gaming method for prediction of conflicts during long-term missions;engaging autistic children in imitation and turn-taking games with multiagent system of interactive lighting blocks;multiple page recognition and tracking for augmented books;online scene modeling for interactive AR applications;unnecessary image pair detection for a large scale reconstruction;online gaming traffic generator for reproducing gamer behavior;realistic versus standard game controls in violent video games and their effects on aggression;logos, pathos, and entertainment;on investigating temporal coordination;the voice of the unconscious;analyzing the parameters of prey-predator models for simulation games;analyzing computer game narratives;cultural computing – how can technology contribute the spiritual aspect of our communication?;system and context – on a discernable source of emergent game play and the process-oriented method;re-envisioning the museum experience: combining new technology with social-networking and a multi-disciplinary approach towards developing real-time performative spaces.

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Real-Time Implementation of Synthetic Aperture Sonar Imaging on High Performance Clusters

Real-Time Implementation of Synthetic Aperture Sonar Imaging...

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ACIS international conference on Software Engineering, Artificial Intelligence, networking, and Parallel/distributed computing (SNPD)

作者： Baoli Li Wei Liu Jiyuan Liu Chunhua Zhang Institute of Acoustics Chinese Academy and Sciences Beijing China

ISBN: (纸本)9781424474226;9780769540887

A flexible and scalable architecture that implements real-time synthetic aperture sonar (SAS) imaging on high performance clusters (HPCs) is introduced in this paper. Combing HPCs with application of a hybrid MPI and OpenMP parallel programming model, the lookup table algorithm for SAS image reconstruction based on the time-domain correlation algorithm is realized in parallel. Considering the huge computation load of the lookup table algorithm, the pulse-compressed data is partitioned into strips along the range direction which are distributed to the nodes of HPCs. The scalability allows the lookup table imaging cluster nodes to be added or removed without needing to recompile the existing software, and automatic burden balancing is considered. The result of lake trial verifies that this parallel algorithm on HPCs can provide good quality images and meantime have highly real time rate.

关键词： Synthetic aperture sonar Table lookup Clustering algorithms Partitioning algorithms Parallel programming Image reconstruction Time domain analysis distributed computing Strips Scalability

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Pitcher: Enabling distributed Parallel computing with Automatic Thread and Data Assignments

Pitcher: Enabling Distributed Parallel Computing with Automa...

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international conference on Advanced Information networking and Applications (AINA)

作者： Chonglei Mei Hai Jiang Jeff Jenness Department of Computer Science Arkansas State University USA

ISBN: (纸本)9781424466955;9780769540184

Parallel and distributed systems have intended to exploit local and remote multi-cores and multiprocessors for high performance. However, without popular single-image distributed operating systems, few systems can utilize all resources automatically and effectively. This paper proposed an MPI-like middleware, Pitcher, to distribute multithreaded parallel workloads across networked computers without user involvement. Fine-grained computational units, threads, are regrouped into bundles based on data locality and scheduling requests. Such thread bundles are treated as load distribution units. Unlike MPI, data and synchronization variables in Pitcher will be automatically partitioned and distributed. A preprocessor transforms the source code so that programmers stick to shared virtual address space programming paradigm whereas the runtime support module dispatches thread bundles and data based on locality. The experimental results demonstrate the effectiveness of Pitcher.

关键词： Parallel processing Operating systems Middleware Computer networks Concurrent computing distributed computing Processor scheduling Programming profession Runtime

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What information would you like to know about your co-worker? A case study

What information would you like to know about your co-worker...

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作者： Aranda, Gabriela N. Vizcaíno, Aurora Palacio, Ramón R. Morán, Alberto L. GIISCo Research Group Computing Sciences Department Universidad Nacional del Comahue Neuquén Argentina Information Systems and Technologies Department UCLM-INDRA Research and Development Institute Universidad de Castilla-La Mancha Ciudad Real Spain Facultad de Ingeniería Universidad Autónoma de Baja California Ensenada Mexico Facultad de Ciencias Universidad Autónoma de Baja California Ensenada Mexico

ISBN: (纸本)9780769541228

The lack of face-to-face interaction in distributed Software Development (DSD) projects is a great obstacle for informal communication, which is the way in which we normally discover more about the co-workers along with building trust. Since we are attempting to reinforce the team spirit and improve trust between co-workers, we have analyzed what information software engineers consider to be important to know about their virtual colleagues. In this paper we describe the preliminary results obtained from this study and outline the features of a tool, called Trusting Social Network, with which to support DSD and help stakeholders to know each other better. © 2010 IEEE.

关键词： Global software development distributed programming distributed software development face-to-face interaction informal communication informal communication information software engineers social networking (online) team spirit trust building trusting social network virtual colleagues

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Research on the distributed Power Control Algorithm for RFID Readers

Research on the Distributed Power Control Algorithm for RFID...

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international conference on Wireless Communications, networking and Mobile computing (WiCom)

作者： Hongyue Dai

This paper presents an enhanced distributed power control algorithm (EDPC) for ratio frequency identification (RFID) reader aiming at the existing power control algorithm (DPC) deficiencies, such as the uncertainties of random backoff, difficult to set up parameters. In order to improve the reader network efficiency and reliability, the proposed EDPC algorithm properly set the reader working time slot, change the reader time-slot selecting mechanism. Simulation and experiment results show that the EDPC algorithm enlarged the reader detection range and shortened detection efficiency, enhanced the whole system performance, comparing to the DAPC and PPC algorithm.

关键词： Power control Interference Radiofrequency identification Algorithm design and analysis Clustering algorithms Wireless communication Wireless sensor networks

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Load balancing and quality of service constrained framework for distributed virtual environments

Load balancing and quality of service constrained framework ...

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作者： Dietrich, Noah Banik, Shankar M. College of Charleston 66 George Street Charleston SC 29424 United States The Citadel 171 Moultrie Street Charleston SC 29409 United States

ISBN: (纸本)9780984589326

distributed Virtual Environments (DVE) have become increasingly popular over the last few years. Examples of DVEs are Massively Multiplayer Online Games (MMOGs), distributed interactive simulations, and shared virtual worlds. The service providers of DVEs need to ensure that certain Quality of Service (QoS) (messages delivered within a threshold delay) is guaranteed for the users participating in the DVE. In addition to ensuring QoS, the service providers want to balance the load on the servers that maintain the DVE. In this paper, we propose a framework for DVEs which provides QoS to the users and balances the load among the servers. Our framework uses the concept of a virtual server which is a piece of software that does the processing for the DVEs. Each region in the DVE is maintained by an overlay of virtual servers. We provide a heuristic that maps the virtual servers to physical servers, balances the load among the servers and ensures that the servers are not overloaded with objects. We also present a heuristic for creating a Degree and Diameter Bounded Multicast Tree of virtual servers for each region in the DVE which guarantees QoS for users in the DVE. We have conducted simulation experiments to evaluate the performance of our proposed framework. © 2010 ICST.

关键词： Quality of service

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Detecting and visualizing the dispute structure of the replying comments in the internet forum sites

Detecting and visualizing the dispute structure of the reply...

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international conference on Cyber-Enabled distributed computing and Knowledge Discovery

作者： Lee, Yun-Jung Shim, Jung-Min Cho, Hwan-Gue Woo, Gyun Center for U-Port IT Research and Education Pusan National University Busan Korea Republic of Dept. of Computer Science and Engineering Pusan National University Busan Korea Republic of

ISBN: (纸本)9780769542355

Comparing with the existing web pages, one of the popular features of blogs and the web discussion boards is the capability of the interactive communication among users. In online communities such as weblogs or Internet discussion boards, users can read articles, as well as write some comments to the articles to express his/her opinion. These kinds of replying comments become an important means of communication between the author who writes the article and the readers of it. Sometimes, we can find new information that does not appear in the contents of the article by reading comments posted to the article. Also, we can figure out various opinions in comments by reading controversial comments. Popular articles, however, frequently get up to thousands of comments, which is too much to be read in a reasonable time. Especially, to find dispute relations in the comments, we have no alternative but to read all the comments. Although there have been several studies to extract an opinion or a controversy from comments or social networks, most of them tend to be dependent on the language used or the typing errors of the contents. In this reason, we propose a method for extracting the dispute relations from comments and visualizing them including the involved commenters. Since comments written by disputing commenters tend to appear in turns, we consider only the order of commenters to detect pairs of commenters in disputing. So, our method is not affected by the language used nor typos in comments. Also, the dispute relations are visualized by an undirected graph, and it is helpful to grasp the degree of controversy intuitively. According to the experimental results, our method is able to detect dispute couples of commenters about 79% on average. Also, we could find unusual commenters such as spammers or bursty commenters as well as a structure of controversy in comments. © 2010 IEEE.

关键词： Social networking (online)

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