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A hybrid mobility model based on social, cultural and language diversity

A hybrid mobility model based on social, cultural and langua...

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9th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing, COLLABORATECOM 2013

作者： Karim, Lutful Mahmoud, Qusay H. School of Information and Communications Technology Seneca College of Applied Arts and Science Toronto ON Canada Dept. Electrical Computer and Software Engineering University of Ontario Institute of Technology Oshawa ON Canada

ISBN: (纸本)9781936968923

Human Mobility Models (HMMs) have become increasingly relevant in different application domains including networks designed for data dissemination protocols. Most existing HMMs consider the temporal and spatial features of human mobility. In addition, many recent HMMs based on social networks have begun to take into account social factors, which naturally influence the results of the HMMs. Unfortunately, these mobility models do not focus on the impact of several important social factors that can affect a person's actions, such as language, citizenship, and culture. This paper introduces a hybrid human mobility model that integrates social behavior, cultural and language factors into HMMs in order to measure their effect on human mobility, as well as temporal and spatial features. Results demonstrate the feasibility of the proposed model. © 2013 ICST.

关键词： Social behavior

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Multimedia and Ubiquitous engineering 1

引用

丛书名： Lecture Notes in Electrical engineering

2013年

作者： James J. (Jong Hyuk) Park Joseph Kee-Yin Ng Hwa-Young Jeong Borgy Waluyo

ISBN: (数字)9789400767386

ISBN: (纸本)9789400767379;9789402401516

The new multimedia standards (for example, MPEG-21) facilitate the seamless integration of multiple modalities into interoperable multimedia frameworks, transforming the way people work and interact with multimedia data. These key technologies and multimedia solutions interact and collaborate with each other in increasingly effective ways, contributing to the multimedia revolution and having a significant impact across a wide spectrum of consumer, business, healthcare, education, and governmental domains.;provides an opportunity for academic and industry professionals to discuss recent progress in the area of multimedia and ubiquitous environment including models and systems, new directions, novel applications associated with the utilization and acceptance of ubiquitous computing devices and systems.

关键词： Communications engineering, Networks Multimedia Information Systems Signal, Speech and Image Processing

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Using unconventional awareness mechanisms to support mobile work 13

Using unconventional awareness mechanisms to support mobile ...

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2013 Chilean Conference on Human - computer Interaction, ChileCHI 2013

作者： Monares, Alvaro Ochoa, Sergio F. Pino, José A. Ruiz-Lopez, Tomás Noguera, Manuel Dept. of Computer Science University of Chile Av. Blanco Encalada 2120 Santiago Chile Dept. of Software Engineering University of Granada Periodista Daniel Saucedo Aranda s/n Granada Spain

ISBN: (纸本)9781450322003

Awareness mechanisms are normally used to deliver context information to computer systems users. These mechanisms have been extensively studied as part of collaborative solutions designed for stationary scenarios, and recently on mobile and pervasive applications. The conventional awareness mechanisms through audio or visual messages have proved to be frequently unsuitable to deliver context information to people performing mobile activities, since the user's attention is not focused on the device he/she is using. This article presents two studies exploring the use of unconventional awareness mechanisms as a way to provide context information to firefighters during urban emergencies. In particular, the effectiveness of using the haptic and smell channels is evaluated as a way to implement direct and indirect capturers of the mobile workers' attention. The obtained results hint that both channels could be used to improve the information delivery. However, the awareness mechanisms that use the haptic channel are much more effective and allow implementing a more diverse set of messages. These awareness mechanisms can be used not only during emergency responses but also in other similar mobile work scenarios. © 2013 ACM.

关键词： Semantics

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Accelerating k-12 computational thinking using scaffolding, staging, and abstraction 13

Accelerating k-12 computational thinking using scaffolding, ...

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44th ACM Technical Symposium on computer science Education, SIGCSE 2013

作者： Touretzky, David S. Marghitu, Daniela Ludi, Stephanie Bernstein, Debra Ni, Lijun Computer Science Department Carnegie Mellon University Pittsburgh PA 15213 United States Computer Science and Software Engineering Auburn University Auburn AL 36849 United States Dept. of Software Engineering Rochester Institute of Technology Rochester NY 14623 United States TERC Cambridge MA 02140 United States Georgia Inst. of Technology Atlanta GA 30332-0760 United States

ISBN: (纸本)9781450320306

We describe a three-stage model of computing instruction beginning with a simple, highly scaffolded programming en-vironment (Kodu) and progressing to more challenging frame-works (Alice and Lego NXT-G). In moving between frame-works, students explore the similarities and differences in how concepts such as variables, conditionals, and looping are realized. This can potentially lead to a deeper under-standing of programming, bringing students closer to true computational thinking. Some novel strategies for teach-ing with Kodu are outlined. Finally, we briefly report on our methodology and select preliminary results from a pi-lot study using this curriculum with students ages 10-17, including several with disabilities. Copyright © 2013 ACM.

关键词： Students

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On detection of emerging anomalous traffic patterns using GPS data

On detection of emerging anomalous traffic patterns using GP...

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作者： Pang, Linsey Xiaolin Chawla, Sanjay Liu, Wei Zheng, Yu School of Information Technologies University of Sydney Australia Dept. of Computer Science and Software Engineering University of Melbourne Australia Microsoft Research Asia Microsoft Research Asia Australia NICTA Sydney Australia

The increasing availability of large-scale trajectory data provides us great opportunity to explore them for knowledge discovery in transportation systems using advanced data mining techniques. Nowadays, large number of taxicabs in major metropolitan cities are equipped with a GPS device. Since taxis are on the road nearly 24 h a day (with drivers changing shifts), they can now act as reliable sensors to monitor the behavior of traffic. In this article, we use GPS data from taxis to monitor the emergence of unexpected behavior in the Beijing metropolitan area, which has the potential to estimate and improve traffic conditions in advance. We adapt likelihood ratio test statistic (LRT) which have previously been mostly used in epidemiological studies to describe traffic patterns. To the best of our knowledge the use of LRT in traffic domain is not only novel but results in accurate and rapid detection of anomalous behavior. Crown Copyright © 2013 Published by Elsevier B.V. All rights reserved.

关键词： Data mining

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Scalable Attack Representation Model Using Logic Reduction Techniques

Scalable Attack Representation Model Using Logic Reduction T...

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IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

作者： Jin Bum Hong Dong Seong Kim Tadao Takaoka Computer Science and Software Engineering Dept. University of Canterbury Christchurch New Zealand

Automated construction methods of attack graphs (AGs) and their improved attack representation models (ARMs) have been proposed, but the AG has a state space explosion when analysing the security of very large sized networked systems. Instead, attack trees (ATs) and their improved ARMs can be used (e.g., Defense Trees, Protection Trees, Attack Response Trees, and Attack Countermeasure Trees), because they are a non-state-space model. However, there are no known methods to construct ATs in a scalable manner automatically while maintaining all possible attack scenarios. We can use an AG generation tools, and transform the AG into the AT using min-cuts. However, this method requires a transformation (i.e., an overhead), and computing min-cuts is a NP-hard problem. Another way is to construct ATs directly with given network information. A naive approach is to compute all possible attack paths and populate the AT branches using logic gates (e.g., AND and OR gates), but this method generates an exponential number of nodes, causing a scalability problem. We propose two logic reduction techniques to automate the ATs construction and to reduce the size of the AT. The computational complexity is calculated. The simulation result shows the construction time for the naive method and two logic reduction techniques. The trade-off between the construction time and the memory usage of simplified ATs are also shown.

关键词： Complexity theory Equations Mathematical model Security Logic gates Light rail systems Computational modeling

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2013 Research in Adaptive and Convergent Systems, RACS 2013

作者： Ko, Jeonguk Shim, Hyungjoon Kim, Dongjin Jeong, Youn-Sik Cho, Seong-Je Park, Minkyu Han, Sangchul Kim, Seong Baeg Dept. of Software Security Dankook University Yongin 448-701 Korea Republic of Dept. of Computer Science Dankook University Yongin 448-701 Korea Republic of Dept. of Computer Engineering Konkuk University Chungbuk 380-701 Korea Republic of Dept. of Computer Education Jeju National University Jeju 650-756 Korea Republic of

ISBN: (纸本)9781450323482

By measuring similarity of programs, we can determine whether someone illegally copies a program from another program or not. If the similarity is significantly high, it means that a program is a copy of the other. This paper proposes three techniques to measure similarity of the Dalvik executable codes (DEXs) in the Android application Packages (APKs). Firstly, we decompile the DEXs of candidate applications into Java sources and compute the similarity between the decompiled sources. Secondly, candidate DEXs are disassembled and the similarities between disassembled codes are measured. Finally, we extract k-gram based software birthmark form the dissembled codes and calculate the similarity of sample DEXs by comparing the extracted birthmarks. We perform several experiments to identify effects of the three techniques. With the analysis of the experimental results, the advantages and disadvantages of each technique are discussed. © 2013 ACM.

关键词： Android (operating system)

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LIDAR: A layered intrusion detection and remediationframework for smartphones

LIDAR: A layered intrusion detection and remediationframewor...

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4th ACM Sigsoft International Symposium on Architecting Critical Systems, ISARCS 2013

作者： Roshandel, Roshanak Arabshahi, Payman Poovendran, Radha Seattle University Dept. of Computer Science and Software Engineering P.O. Box 222000 Seattle WA 98122-1090 United States University of Washington Department of Electrical Engineering Box 352500 Seattle WA 98195-2500 United States

ISBN: (纸本)9781450321235

Given the advanced set of capabilities offered by smartphone and tablet computing devices, they have become the platform of choice for many users for day-to-day work and leisure. There is however a fundamental difference in the attitude of a typical user when it comes to using their mobile device as compared to their personal computers. While the use of anti-virus software on PCs to protect our security and privacy is ubiquitous today, there is little by the way of security and privacy protection available on these mobile computing platforms. Our work focuses on developing a Layered Intrusion Detection and Remediation framework (LIDAR) to automatically detect, analyze, protect, and remediate security threats in this domain. We have focused on Android devices and have developed several algorithms that would help detect abnormal behavior in the operation of Android smartphone and tablets that could potentially detect presence of malware. In this paper, we present a high-level overview of our approach and briefly summarize a suite of algorithms developed to identify certain types of malicious behavior. © 2013 ACM.

关键词： Intrusion detection

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QoS Traffic Mapping for a Multi-Participant Session in Unified Communications Networks

QoS Traffic Mapping for a Multi-Participant Session in Unifi...

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IEEE Canadian Conference on Electrical and computer engineering

作者： Abdelwahab M. Elnaka Qusay H. Mahmoud School of Computer Science University of Guelph Dept. of Electrical Computer and Software Engineering University of Ontario Institute of Technology

ISBN: (纸本)9781479900312

Unified communications (UC) offers users an uninterrupted communication service regardless of the device which the user is using, the heterogeneous networks to which he might be connected, the physical and logical context in which he exists and the diversity of QoS requirements by different session participants and services. Providing and maintaining an acceptable level of QoS, as perceived by all session participants, is a major issue in UC as well as in next generation networks (NGN) at large. QoS provisioning in such networks is a multi stage problem that starts from receiving the traffic, classifying it, mapping it to the appropriate UC class and finally queuing and scheduling it for delivery. In this paper, we introduce a novel mapping technique that accepts traffic belonging to a diverse set of applications coming from different networks and then maps it to one of eight UC classes based on the QoS requirements of each of the session's participants. The proposed mapping algorithm performs this by calculating an agreed upon set of QoS performance metrics and then map this set to the closest UC class. Evaluation results demonstrate the efficiency of the proposed mapping technique.

关键词： UC NGN QoS Traffic Mapping

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Analyzing impact of video codec, encapsulation methods and streaming protocols on the quality of video streaming

Analyzing impact of video codec, encapsulation methods and s...

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International Conference on Digital Information Management (ICDIM)

作者： Afaq Iqbal Fahim Arif Nasru Minallah Dept. Computer Software Engineering National University of Science and Technology Islamabad Pakistan Dept. Computer System Engineering University of Engineering and Technology Peshawar Pakistan

There are various factors involved in the transmission of video over internet. These factors have direct impact on the quality of the transmitted video. The underlying video codec, encapsulation method and protocol are the key players which affect the quality of video transmission on a network. Up to our knowledge various research studies have been carried out to analyze the impact of these factors independently on the quality of video transmission however their combined effect on video transmission is not yet done. In this paper we characterize the impact of video codec, encapsulation methods and transmission protocols of video streaming setup, while keeping in view the percent frame loss as the main investigating parameter. The results obtained from the experiments carried out for the key investigating factor are presented in the results section of this paper. To be more precise, it was observed that the wmv1 mpeg2, m-jpeg codecs, asf encapsulation and rtp protocol performs best.

关键词： Streaming media Protocols Encapsulation Codecs Servers Media Internet

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