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检索条件"机构=School of Computing and Informatics Technology"

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European-Russian-central asian network of Master's degree informatics as a Second Competence

European-Russian-central asian network of Master's degree In...

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2012 IEEE Global Engineering Education Conference, EDUCON 2012

作者： Adam, Jean-Michel Luján-Mora, Sergio Merceron, Agathe Milosz, Marek Toppinen, Arto Pierre Mends France University Grenoble France Department of Software and Computing Systems University of Alicante Alicante Spain Media Informatics Department Beuth University of Applied Sciences Berlin Germany Institute of Computer Science Lublin University of Technology Lublin Poland School of Engineering and Technology Savonia University of Applied Sciences Savonia Finland

The aim of the ERAMIS project is to set up a network of Master's degree informatics as a Second Competence among 9 beneficiary universities of Kazakhstan, Kyrgyzstan and Russia, and 5 European universities. This c... 详细信息

关键词： Computer Science Double Diploma Introduction Faculty Development International Masters Network Master's degree Second Competence

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Mining topic-level opinion influence in microblog 12

Mining topic-level opinion influence in microblog

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21st ACM International Conference on Information and Knowledge Management, CIKM 2012

作者： Li, Daifeng Shuai, Xin Sun, Guozheng Tang, Jie Ding, Ying Luo, Zhipeng Dept. of Computer Science and Technology Tsinghua University Beijing China School of Informatics and Computing Indiana University Bloomington IN United States Dept. of Research Center Tencent Company Beijing China School of Library and Information Science Indiana University Bloomington IN United States Beijing University of Aeronautics and Astronautics Beijing China

ISBN: (纸本)9781450311564

This paper proposes a Topic-Level Opinion Influence Model (TOIM) that simultaneously incorporates topic factor, user opinions and social influence in a unified probabilistic model with two stages learning processes. In the first stage, topic factor and user influence are integrated to generate users' influential relationship based on different topics;in the second stage, users' historical messages and social interaction records are leveraged by TOIM to construct their historical opinions and neighbors' opinion influence through a statistical learning process, which can be further utilized to predict users' future opinions on some specific topics. We evaluate our TOIM on a large-scaled dataset from Tencent Weibo, one of the largest microbloggings website in China. The experimental results show that TOIM can better predict users' opinion than other baseline methods. © 2012 ACM.

关键词： Sentiment analysis

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Queueing analysis of internet-based call centers with interactive voice response and redial

Queueing analysis of internet-based call centers with intera...

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IEEE International Workshop on Computer-Aided Modeling, Analysis, and Design of Communication Links and Networks, CAMAD

作者： Kosuke Hashizume Tuan Phung-Duc Shoji Kasahara Yutaka Takahashi Graduate School of Informatics Kyoto University Kyoto Japan Department of Mathematical and Computing Sciences Tokyo Institute of Technology Okayama Tokyo Japan

Recently, call centers are important from a customer service point of view because they have a significant impact on customer satisfaction. In general, most of the management cost for call centers is labor cost for Customer Service Representatives (CSRs), and it is important for companies to manage CSRs in a cost-effective manner, keeping a high quality of customer service. Therefore, most of companies install Interactive Voice Response systems (IVRs) in order to not only reduce CSR management cost, but also to provide high-quality customer service. In this paper, focusing on call centers with IVRs, we investigate the impact of the service time at IVRs and number of IVRs on the utilization of a CSR. To this end, we model the call center with IVRs by a queueing system with retrials, analyzing the steady state probability by a continuous-time Markov chain. We derive performance measures such as the mean number of redialing customers, the blocking probability and the mean sojourn time. Numerical results show that under a low arrival rate of new calls, the utilization of a CSR is insensitive to the IVR service time as well as to the number of IVRs, and that the utilization grows proportionally with the increase in the probability that a customer in an IVR leaves for the CSR service.

关键词： Lead Orbits Extraterrestrial measurements

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An Artificial Immune System Based on Holland's Classifier as Network Intrusion Detection

An Artificial Immune System Based on Holland's Classifier as...

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International Conference on Machine Learning and Applications (ICMLA)

作者： Arisoa S. Randrianasolo Larry D. Pyeatt School of Computing and Informatics Lipscomb University Nashville TN USA Department of Mathematics and Computer Science South Dakota School of Mines and Technology Rapid City SD USA

In this paper, an Artificial Immune System based on Hollandâs Classifier is proposed as a new method for network intrusion detection. This paper is not aimed to provide a comparative study but to give more understanding on the feasibility of combining Artificial Immune System and Hollandâs Classifier to detect network intrusion. This new Artificial Immune System, named AIS-CS, can attain higher than 90% intrusion detection with a false negative percentage below 10% and a fairly low false positive rate on a network composed of 50 regular nodes and 50 intruders. The experiments appear to suggest that the best performance can be found by setting the tolerization and the simulation parameters differently. Since there are numerous parameters involved, more experiments need to be performed to further measure this Holland classifier based Artificial Immune System.

关键词： Detectors Immune system Intrusion detection Genetic algorithms USA Councils Computers Biological information theory

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Visual thinking & digital imagery

Visual thinking & digital imagery

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30th ACM Conference on Human Factors in computing Systems, CHI 2012

作者： Blevis, Eli Churchill, Elizabeth Odom, William Pierce, James Roedl, David Wakkary, Ron School of Informatics and Computing Indiana University Bloomington IN United States Internet Experiences Group Yahoo Research 4301 Great America Parkway Santa Clara CA 95054 United States HCI Institute Carnegie Mellon University Pittsburgh PA 15213 United States School of Interactive Arts and Technology Simon Fraser University Surrey BC Canada

ISBN: (纸本)9781450310161

This workshop focuses on exploring the centrality of visual literacy and visual thinking to HCI. Drawing on emerging critical perspectives, the workshop will address visual literacy and visual thinking from an interdisciplinary and transdisciplinary design-orientation [2, 8], foregrounding the notion that imagery is a primary form of visual thinking. Imagery - which subsumes digital imagery - goes well beyond sketching and beyond storyboards, screenshots and wireframes. We will address how a broader framework for visual thinking and imagery in HCI can play a role in raising the visual standards of HCI research and practice. Workshop participants will investigate possibilities for developing a culture of curatorial gaze in HCI, in order to (i) promote collection of digital images as a method appropriate for a design-oriented discipline, (ii) invite others to contribute to a genre of working and corpus of imagery unique to HCI, and (iii) to expand the approaches that design-oriented HCI may productively and creatively draw upon. © 2012 Authors.

关键词： Design

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Using Local Regression in Monte Carlo Tree Search

Using Local Regression in Monte Carlo Tree Search

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International Conference on Machine Learning and Applications (ICMLA)

In this non-comparative study paper, local regression modeling is added to Monte Carlo Tree Search (MCTS). This local regression modeling is used to replace the random action selection in the simulation part of MCTS. The modified MCTS method and the regular MCTS method were tested against each other on the tic-tac-toe and the connect four games. The results of the experiment indicated that local regression helped the modified MCTS to outperform the regular MCTS on moderately memory demanding games, such as connect four. The performances of the two approaches appear to equal each other on low branching factor and less memory demanding games similar to tic-tac-toe.

关键词： Games Monte Carlo methods Regression tree analysis Educational institutions Mathematical model Computational modeling Learning

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Gesture profile forweb services: An event-driven architecture to support gestural interfaces for smart environments 3rd

Gesture profile forweb services: An event-driven architectur...

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3rd International Joint Conference on Ambient Intelligence, AmI 2012

作者： Vatavu, Radu-Daniel Chera, Cătălin-Marian Tsai, Wei-Tek University Stefan cel Mare of Suceava Suceava720229 Romania Computer Science Department Politehnica University of Bucharest Romania School of Computing Informatics and Decision Systems Engineering Arizona State University TempeAZ85287 United States Department of Computer Science and Technology Tsinghua University Beijing China

ISBN: (纸本)9783642348976

Gestural interfaces have lately become extremely popular due to the introduction on the market of low-cost acquisition devices such as iPhone, Wii, and Kinect. Such devices allow practitioners to design, experiment, and evaluate novel interfaces and interactions for new smart environments. However, gesture recognition algorithms are currently the appanage of machine learning experts which sometimes leaves AmI practitioners dealing with complex pattern recognition techniques instead of focusing on prototyping ambient interactions. To address this problem, we propose GPWS (Gesture Profile forWeb Services), a service-oriented architecture (SOA) designed to assist implementation of gestural interfaces. By providing gesture recognition as a web service, we leverage easy and fast adoption of gestural interfaces for various platforms and environments through simple service discovery and composition mechanisms. We discuss two GPWS designs based on SOA 1.0 and SOA 2.0 standards, analyze their performance, and demonstrate GPWS for a gesture-controlled smart home application. © Springer-Verlag Berlin Heidelberg 2012.

关键词： Web services

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κ-Gap interval graphs

κ-Gap interval graphs

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10th Latin American Symposiumon Theoretical informatics, LATIN 2012

作者： Fomin, Fedor V. Gaspers, Serge Golovach, Petr Suchan, Karol Szeider, Stefan Van Leeuwen, Erik Jan Vatshelle, Martin Villanger, Yngve Department of Informatics University of Bergen Bergen Norway Inst. of Information Systems Vienna University of Technology Vienna Austria School of Engineering and Computing Sciences Durham University Durham United Kingdom Facultad de Ingeniería y Ciencias Universidad Adolfo Ibáñez Santiago Chile Faculty of Applied Mathematics WMS AGH University of Science and Technology Krakow Poland

ISBN: (纸本)9783642293436

We initiate the study of a new parameterization of graph problems. In a multiple interval representation of a graph, each vertex is associated to at least one interval of the real line, with an edge between two vertices if and only if an interval associated to one vertex has a nonempty intersection with an interval associated to the other vertex. A graph on n vertices is a κ-gap interval graph if it has a multiple interval representation with at most n + κ intervals in total. In order to scale up the nice algorithmic properties of interval graphs (where κ = 0), we parameterize graph problems by κ, and find FPT algorithms for several problems, including Feedback Vertex Set, Dominating Set, Independent Set, Clique, Clique Cover, and Multiple Interval Transversal. The Coloring problem turns out to be [1]-hard and we design an XP algorithm for the recognition problem. © 2012 Springer-Verlag Berlin Heidelberg.

关键词： Graph theory

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Scalable architectures for SaaS

Scalable architectures for SaaS

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作者： Tsai, Wei-Tek Huang, Yu Bai, Xiaoying Gao, Jerry School of Computing Informatics and Decision Systems Engineering Arizona State University Tempe AZ United States Dept. of Computer Science and Technology INLIST Tsinghua University Beijing China Dept. of Computer Engineering College of Engineering San Jose State University San Jose CA United States

ISBN: (纸本)9780769546698

An important issue faced by Software-as-a-Service (SaaS) application is scalability. Each SaaS application is typically shared by multiple (tens or hundreds) organizations (tenants). Each tenant may have hundreds or thousands of users. Thus, the number of concurrent accesses is high. Handling a large number of user requests effectively is critical for SaaS applications. Various aspects of SaaS can have a significant impact on its scalability, including levels of scalability mechanisms, automated migration, tenant awareness, workload support, fault-tolerance and recovery, software architecture and database access. This paper identifies scalability factors and discusses their impacts on the scalability of SaaS applications. Existing approaches for addressing the scalibility of SaaS applications are also analyzed, and this paper suggests some alternatives to improve SaaS scalability based on the factors identified. © 2012 IEEE.

关键词： Scalability

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NDTC: A Novel Topology-based Fingerprint Matching Algorithm using N-layer Delaunay Triangulation Net Check

NDTC: A Novel Topology-based Fingerprint Matching Algorithm ...

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IEEE Conference on Industrial Electronics and Applications

作者： Wencheng Yang Jiankun Hu Milos Stojmenovic School of Engineering and Information Technology University of New South Wales at the Australian Defence Force Academy (UNSW@ADFA) Department of Informatics and Computing Singidunum University

ISBN: (纸本)9781457721182

The problem of recognizing an individual using minutiae of fingerprints can be considered as a point matching problem. However, several factors such as the translation, rotation and deformation of the fingerprints as well as the presence of spurious minutiae and the absence of genuine minutiae, make it difficult to find correspondent minutia-pairs. In this paper, we proposed a novel topology-based fingerprint matching algorithm named N-layer Delaunay Triangulation Net Check (NDTC). This scheme fully utilizes the advantages of the special features of Delaunay triangulation net, e.g. local structural stability and global structural uniqueness, to tackle these problems, in order to to provide reliable and robust minutiae matching. Our algorithm performance is evaluated on a public domain database FVC2002 DB2_A.

关键词： Minutiae Delaunay triangulation net Stability Uniqueness Minutiae matching

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