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

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An Application of Markov Jump Process Model for Activity-Based Indoor Mobility Prediction in Wireless Networks

An Application of Markov Jump Process Model for Activity-Bas...

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Frontiers of Information technology (FIT)

作者： Joanna Kolodziej Samee Ullah Khan Lizhe Wang Nasro Min-Allah Sajjad A. Madani Nasir Ghani Hongxiang Li Department of Mathematics and Computer Science University of Bielsko-Biała Bielsko-Biala Poland Department of Electrical and Computer Engineering North Dakota State University Fargo ND USA School of Informatics and Computing Indiana University Bloomington IN USA Department of Computer Science COMSATS Institute of Information Technology Pakistan Department of Electrical and Computer Engineering University of New Mexico Albuquerque NM USA Department of Electrical and Computer Engineering University of Louisville Louisville KY USA

One of the most important objectives of a wireless network is to facilitate a prediction of users mobility regardless of their point of attachment to the network. In indoor environments the effective users motion prediction system and wireless localization technology play an important role in all aspects of peoples daily lives. In this paper we propose an activity-based continuous-time Markov model to define and predict the human movement patterns. This model is a simple extension of an Activity based Mobility Prediction algorithm using Markov modeling (AMPuMM) technique. Both models are experimentally evaluated in realistic small university campus scenario. The obtained results show us the high efficiency of the jump methodology in the prediction of the students activities in the indoor campus environment.

关键词： Markov processes Predictive models Educational institutions Vectors Wireless networks Computer science Analytical models

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What is cyberinfrastructure?

What is cyberinfrastructure?

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38th Annual Fall Conference on SIGUCCS, SIGUCCS '10

作者： Stewart, Craig A. Simms, Stephen Plale, Beth Link, Matthew Hancock, David Y. Fox, Geoffrey C. Pervasive Technology Institute and Research Technologies University Information Technology Services United States School of Informatics and Computing Pervasive Technology Institute United States Indiana University Bloomington IN 47405 United States

ISBN: (纸本)9781450300032

Cyberinfrastructure is a word commonly used but lacking a single, precise definition. One recognizes intuitively the analogy with infrastructure, and the use of cyber to refer to thinking or computing - but what exactly is cyberinfrastructure as opposed to information technology infrastructure? Indiana University has developed one of the more widely cited definitions of cyberinfrastructure: Cyberinfrastructure consists of computing systems, data storage systems, advanced instruments and data repositories, visualization environments, and people, all linked together by software and high performance networks to improve research productivity and enable breakthroughs not otherwise possible. A second definition, more inclusive of scholarship generally and educational activities, has also been published and is useful in describing cyberinfrastructure: Cyberinfrastructure consists of computational systems, data and information management, advanced instruments, visualization environments, and people, all linked together by software and advanced networks to improve scholarly productivity and enable knowledge breakthroughs and discoveries not otherwise possible. In this paper, we describe the origin of the term cyberinfrastructure based on the history of the root word infrastructure, discuss several terms related to cyberinfrastructure, and provide several examples of cyberinfrastructure. © 2010 ACM.

关键词： Information management

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A toolkit to explore lived experience of motivation: When words are not enough

A toolkit to explore lived experience of motivation: When wo...

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2011 5th International Conference on Pervasive computing Technologies for Healthcare and Workshops, PervasiveHealth 2011

作者： Axelrod, Lesley Balaam, Madeline Burridge, Jane Smith, Penny Probert Fitzpatrick, Geraldine Mawson, Sue Ricketts, Ian Rodden, Tom User Centred Technology Lab Interactive Systems Informatics University of Sussex Falmer Brighton BN1 9QH United Kingdom Culture Lab Newcastle University Newcastle upon Tyne NE1 7RU United Kingdom School of Health Sciences University of Southampton Southampton S017 1BJ United Kingdom Dept Engineering Science University of Oxford Oxford 0X1 3PJ United Kingdom Human Computer Interaction Group Technical University of Vienna Favoritenstrase 9-11 A-1040 Vienna Austria Centre for Health and Social Care Research Sheffield Hallam University Sheffield S10 2BP United Kingdom School of Computing University of Dundee Dundee DD1 4HN United Kingdom Dept. Computer Science University of Nottingham NG8 IBB United Kingdom

ISBN: (纸本)9781936968152

Designing to support motivation is an increasingly important issue, especially as pervasive technologies are used to facilitate various healthy behaviour changes. There are many motivation theories but these do not map specifically to inform design. In 'Motivating Mobility' we explore the lived experiences of motivation of people with stroke, in order to design rehabilitation technologies. Motivation varies between people, between contexts and over time and can be 'difficult to express', particularly for those with communication problems. We describe development of a theoretically based toolkit, principled in both content and form, and using multiple modes of communication, aimed at gathering motivational requirements in order to inspire design. We show use of the toolkit, discuss the rich data collected and reflect on how well the approach works and ties requirements, via their elicitation tool, back to theory. This toolkit has potential to inform design for motivational effect in similar pervasive health applications. © 2011 ICST.

关键词： Motivation

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A middleware framework for communication in cognitive radio networks

A middleware framework for communication in cognitive radio ...

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2010 International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, ICUMT 2010

作者： Popescu, Alexandru Erman, David Fiedler, Markus Popescu, Adrian Kouvatsos, Demetres Dept. of Communications and Computer Systems School of Computing Blekinge Institute of Technology 371 79 Karlskrona Sweden Dept. of Computing School of Informatics University of Bradford Bradford West Yorkshire BD7 1DP United Kingdom

ISBN: (纸本)9781424472857

Cognitive radio networks are expected to address and resolve important operational challenges such as opportunistic spectrum access, spectrum and network heterogeneities and requests for the provision of diverse Quality-of-Service (QoS) for different applications. Accordingly, a number of network functionalities are required to take into account these challenges towards the efficient management of cognitive radio networks. This paper advances a new architecture for the management of cognitive radio networks. The architecture is designed and developed at the application layer and incorporates sensing and prediction, addressing and routing, middleware and decision making. Accordingly, a number of management functions are required to address the challenges associated with the management of cognitive radio networks. The paper provides an analysis of these components as well. ©2010 IEEE.

关键词： Middleware

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Towards a scalable and robust multi-tenancy SaaS 10

Towards a scalable and robust multi-tenancy SaaS

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Proceedings of the Second Asia-Pacific Symposium on Internetware

作者： Tsai, Wei-Tek Shao, Qihong Huang, Yu Bai, Xiaoying School of Computing Informatics and Decision Systems Engineering Arizona State University Tempe AZ United States Department of Computer Science and Technology Tsinghua University Beijing China

ISBN: (纸本)9781450306942

Software-as-as-Service (SaaS) is a new approach for developing software, and it is characterized by its multi-tenancy architecture and its ability to provide flexible customization to individual tenant. However, the multi-tenancy architecture and customization requirements have brought up new issues in software, such as database design, database partition, scalability, recovery, and continuous testing. This paper proposes a hybrid test database design to support SaaS customization with two-layer database partitioning. The database is further extended with a new built-in redundancy with ontology so that the SaaS can recover from ontology, data or metadata failures. Furthermore, constraints in metadata can be used either as test cases or policies to support SaaS continuous testing and policy enforcement.

关键词： Metadata

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OIC: Ontology-based intelligent customization framework for SaaS

OIC: Ontology-based intelligent customization framework for ...

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2010 IEEE International Conference on Service-Oriented computing and Applications, SOCA 2010

作者： Tsai, Wei-Tek Shao, Qihong Li, Wu School of Computing Informatics and Decision Systems Engineering Arizona State University Tempe AZ United States Department of Computer Science and Technology Tsinghua University Beijing China

ISBN: (纸本)9781424498017

Software as a Service (SaaS) with multi-tenancy architecture is a popular approach. To support a significant number of tenants, SaaS applications need be customizable to fulfill the various functional and quality requirements of individual tenants. This paper presents a unified and innovative multi-layered customization framework, to support and manage the variability of SaaS applications and tenants-specific requirements. Ontology is used to derive customization and deployment information for tenants cross layers. This framework also has an intelligent recommendation engine to support new tenants to deploy using information from existing deployed SaaS applications. A case study in mortgage application is used to demonstrate the proposed model.

关键词： Software as a service (SaaS)

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An adaptive medium access control scheme for mobile ad hoc networks under self-similar traffic

An adaptive medium access control scheme for mobile ad hoc n...

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作者： Abu-Tair, Mamun Min, Geyong Ni, Qiang Liu, Hong Institute of Electronics Communications and Information Technology Queens University Belfast Belfast United Kingdom Department of Computing School of Computing Informatics and Media University of Bradford Bradford United Kingdom Electronic and Computer Engineering Division School of Engineering and Design Brunel University West London United Kingdom School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China

An important function of wireless networks is to support mobile computing. Mobile Ad hoc NETworks (MANETs) consist of a collection of mobile stations communicating with each other without the use of any pre-existent infrastructure. The self-organization characteristic of MANETs makes them suitable for many real-world applications where network topology changes frequently. As a result, the development of efficient MAC (Medium Access Control) protocols in MANETs is extremely challenging. Self-similar traffic with scale-invariant burstiness can generate bursty network loads and thus seriously degrade the system performance. This paper presents an adaptive MAC scheme which dynamically adjusts the increasing function and resetting mechanism of contention window based on the status of network loads. The performance of this scheme is investigated in comparison with the legacy DCF (Distributed Coordination Function) under self-similar traffic and different mobility models. The performance results reveal that the proposed scheme is able to achieve the higher throughput and energy efficiency as well as lower end-to-end delay and packet drop probability than the legacy DCF. © 2009 Springer Science+Business Media, LLC.

关键词： Medium access control

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Usability in a cultural context: A report on the scope, process and research results of CultUsab - The cultural usability project

Usability in a cultural context: A report on the scope, proc...

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作者： Clemmensen, Torkil Yammiyavar, Pradeep Ørngreen, Rikke Katre, Dinesh Department of Informatics Copenhagen Business School Denmark Indian Institute of Technology Guwahati India Danish School of Education Aarhus University Denmark Human-Centred Design and Computing C-DAC Pune India

ISBN: (纸本)9783642117619

This paper focuses on presenting and discussing the aim, context, challenges, results, and impact of the Cultural usability project named as CultUsab. This project was a four year international research effort from 2006 to 2009, which was supported by a grant from the Danish Research Councils for Independent Research in Culture and Communication. The project aimed at innovating processes in Information and Communication technology development through an understanding of culturally sensitive aspects of usability evaluation methods. © IFIP International Federation for Information Processing 2010.

关键词： Usability engineering

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Flexible-matching data-comparison tool with the cloud applications

Flexible-matching data-comparison tool with the cloud applic...

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5th IEEE International Symposium on Service-Oriented System Engineering, SOSE 2010

作者： Tsai, Wei-Tek Sun, Xin Shao, Qihong School of Computing Informatics and Decision Systems Engineering Arizona State University Tempe AZ 85281 United States Department of Computer Science and Technology Tsinghua University Beijing China

ISBN: (纸本)9780769540818

Cloud computing provides an infrastructure that enables rapid delivery of computing resources in a scalable virtualized manner. Software residing on the clouds, often called Software-a-a-Service (SaaS), is exposed to end users as web applications in browsers or apps on thin clients such as mobile devices and netbooks. Data on clouds are often huge in size, and they are processed in the MapReduce manner in real time. A data differencer is needed to compare the data for regression testing and data filtering. However, traditional data comparison techniques for relational or semi-structured data such as XML files do not take unique issues brought by cloud computing into account. This paper presents a fine-grained flexible-matching data comparison algorithm that can compare encoded data according to users' specific interests and visualize differences in a user friendly manner. This paper uses a weather forecasting problem to illustrate the algorithm by running it on a cloud environment using Protocol Buffer data format. The experiment results show that the proposed algorithm is effective and efficient in identifying data differences in real time on the GAE. © 2010 IEEE.

关键词： Weather forecasting

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An agent-based approach to evaluation of workflow support systems

An agent-based approach to evaluation of workflow support sy...

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8th International Conference on Creating, Connecting and Collaborating through computing, C5 2010

作者： Saito, Hiroki Abe, Tetsuya Ikeda, Kokolo Ohira, Kenji Mori, Mikihiko Uehara, Tetsutaro Kita, Hajime Graduate School of Informatics Kyoto University Kyoto Japan School of Information Science Japan Advanced Institute of Science and Technology Ishikawa Japan Academic Center for Computing and Media Studies Kyoto University Kyoto Japan

ISBN: (纸本)9780769540290

Workflow Support System(WSS) is an information system intended to manage the cooperative work following a workflow description aiming at improvement of organizational function. To archive the goal, WSS tries to manage people's work, it also have to be considered that the working people have various condition such as work time and skill level. This research proposes to use simulation of WSS to evaluate it. An agent-based approach is adopted to consider the effect of various people's work condition to the performance of WSS. A simulation tool is developed, and simulation of an example model is shown. © 2010 IEEE.

关键词： Information management

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