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2010

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Articles 151 - 180 of 1584

Full-Text Articles in Computer Sciences

Anomaly Detection Over User Profiles For Intrusion Detection, Grant Pannell, Helen Ashman Nov 2010

Anomaly Detection Over User Profiles For Intrusion Detection, Grant Pannell, Helen Ashman

Australian Information Security Management Conference

Intrusion detection systems (IDS) have often been used to analyse network traffic to help network administrators quickly identify and respond to intrusions. These detection systems generally operate over the entire network, identifying “anomalies” atypical of the network’s normal collective user activities. We show that anomaly detection could also be host-based so that the normal usage patterns of an individual user could be profiled. This enables the detection of masquerading intruders by comparing a learned user profile against the current session’s profile. A prototype behavioural IDS applies the concept of anomaly detection to user behaviour and compares the effects of using …

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Information Security Risk Assessment: Towards A Business Practice Perspective, Piya Shedden, Wally Smith, Atif Ahmad Nov 2010

Information Security Risk Assessment: Towards A Business Practice Perspective, Piya Shedden, Wally Smith, Atif Ahmad

Australian Information Security Management Conference

Information security risk assessments (ISRAs) are of great importance for organisations. Current ISRA methods identify an organisation’s security risks and provide a measured, analysed security risk profile of critical information assets in order to build plans to treat risk. However, despite prevalent use in organisations today, current methods adopt a limited view of information assets during risk identification. In the context of day-to-day activities, people copy, print and discuss information, leading to the ‘leakage’ of information assets. Employees will create and use unofficial assets as part of their day-to-day routines. Furthermore, employees will also possess important knowledge on how to …

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Organisational Learning And Incident Response: Promoting Effective Learning Through The Incident Response Process, Piya Shedden, Atif Ahmad, A B. Ruighaver Nov 2010

Organisational Learning And Incident Response: Promoting Effective Learning Through The Incident Response Process, Piya Shedden, Atif Ahmad, A B. Ruighaver

Australian Information Security Management Conference

Effective response to information security incidents is a critical function of modern organisations. However, recent studies have indicated that organisations have adopted a narrow and technical view of incident response (IR), focusing on the immediate concern of detection and subsequent corrective actions. Although some reflection on the IR process may be involved, it is typically limited to technical issues and does not leverage opportunities to learn about the organisational security threat environment and to adapt incident response capabilities. Given the science of incident response is rooted in practice, it is not surprising that the same criticisms can be applied to …

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Information Security Disclosure: A Victorian Case Study, Ian Rosewall, Matthew Warren Nov 2010

Information Security Disclosure: A Victorian Case Study, Ian Rosewall, Matthew Warren

Australian Information Security Management Conference

This paper will focus upon the impact of Generation Y and their attitudes to security. The paper will be based around discussing the findings of a recent report by the Office of Police Integrity (OPI) on “Information Security and the Victoria Police State Surveillance Unit”. Issues that will be discussed include the context of Generation Y and how they contribute to the case study, their attitudes, or their perceived attitudes to security of information. A discussion of the OPI report itself, and the issues that have arisen. A brief overview of the key findings within this report and the implications …

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The Complexity Of Security Studies In Nfc Payment System, Marc Pasquet, Sylvie Gerbaix Nov 2010

The Complexity Of Security Studies In Nfc Payment System, Marc Pasquet, Sylvie Gerbaix

Australian Information Security Management Conference

If we compare the security problem of a face-to-face contactless card payment process with a mobile phone NFC payment process, we may easily consider that the latter is far more difficult to study. Indeed, the more partners from different organizations involved in the process there are, the more complex the studies are and, accordingly, its protection. As well as the current solutions applied to studying the electronic payment security chain (Common Criteria, ISO 27005, etc), the James Reason model has pointed out the specific risks implied by the interaction between the different links in a complex chain. His theory has …

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International Relations And Cyber Attacks: Official And Unofficial Discourse, Kay Hearn, Patricia A H Williams, Rachel J. Mahncke Nov 2010

International Relations And Cyber Attacks: Official And Unofficial Discourse, Kay Hearn, Patricia A H Williams, Rachel J. Mahncke

Australian Information Warfare and Security Conference

The potential for cyberwarfare is vast and is of concern to all nations, and national security defence. It appears that many countries are actively trying to protect their computer networks, whilst looking for ways that might bring down the networks of other countries, although this is not officially acknowledged. Bringing down another nations computer networks could give the attacking national intelligence and control. These kinds of interactions are now a part of the way in which international relations are played out, and the internet is also a place in which international relations are contested. As such the internet plays a …

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2d Spatial Distributions For Measures Of Random Sequences Using Conjugate Maps, Qingping Li, Jeffrey Zhi J. Zheng Nov 2010

2d Spatial Distributions For Measures Of Random Sequences Using Conjugate Maps, Qingping Li, Jeffrey Zhi J. Zheng

Australian Information Warfare and Security Conference

Advanced visual tools are useful to provide additional information for modern information warfare. 2D spatial distributions of random sequences play an important role to understand properties of complex sequences. This paper proposes time-sequences from a given logical function of 1D Cellular Automata in both Poincare map and conjugate map. Multiple measure sequences of Markov chains can be used to display spatial distributions using conjugate maps. Measure sequences recursively produced by different logical functions generating maps. Possible complementary feature exits between pair functions, Conjugate symmetry relationships between a pair of logical functions in conjugate maps can be observed.

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Wikileaks: The Truth Or Not, Ian Rosewall, Matthew J. Warren Nov 2010

Wikileaks: The Truth Or Not, Ian Rosewall, Matthew J. Warren

Australian Information Warfare and Security Conference

We live in the Information Age, an age where information is shared in a global context and in real time. The issue is whether all information should be disclosed. In the ‘Information Age’ do secrets still exist? Another major issue is whether groups of vigilantes are the ones who should be disclosing this information, should these vigilante groups be trusted? This paper will focus upon the impact of Wikileaks and the problem of Information disclosure especially when that information is confidential. It will identify cases for discussion. In the main these cases will be of a military flavour.

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Information Warfare: Time For A Redefinition, Patricia A H Williams Nov 2010

Information Warfare: Time For A Redefinition, Patricia A H Williams

Australian Information Warfare and Security Conference

Information warfare has become an increasingly diverse field. The changes to its composition have been primarily driven by changes in technology and the resulting increased access to information. Further, it has been the progressively more diverse methods available for communication that has fuelled expanding applications for information warfare techniques into non-military environments. In order for younger generations of students to understand the place of information warfare in the larger security picture, there is a need to shift the emphasis from many of the military underpinnings to its relevance in modern society and the challenges in the commercial environment. This paper …

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Detect And Sanitise Encoded Cross-Site Scripting And Sql Injection Attack Strings Using A Hash Map, Erwin Adi, Irene Salomo Nov 2010

Detect And Sanitise Encoded Cross-Site Scripting And Sql Injection Attack Strings Using A Hash Map, Erwin Adi, Irene Salomo

Australian Information Security Management Conference

Cross-Site Scripting (XSS) and SQL injection are the top vulnerabilities found in web applications. Attacks to these vulnerabilities could have been minimised through placing a good filter before the web application processes the malicious strings. However adversaries could craft variations on the attack strings in such a way that they do not get filtered. Checking through all of the possible attack strings was tedious and causes the web application performance to degrade. In this paper, we propose the use of a hash map as a data structure to address the issue. We implemented a proof-of-concept filter which we tested through …

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Mahalanobis Distance Map Approach For Anomaly Detection, Aruna Jamdagnil, Zhiyuan Tan, Priyadarsi Nanda, Xiangjian He, Ren Ping Liu Nov 2010

Mahalanobis Distance Map Approach For Anomaly Detection, Aruna Jamdagnil, Zhiyuan Tan, Priyadarsi Nanda, Xiangjian He, Ren Ping Liu

Australian Information Security Management Conference

Web servers and web-based applications are commonly used as attack targets. The main issues are how to prevent unauthorised access and to protect web servers from the attack. Intrusion Detection Systems (IDSs) are widely used security tools to detect cyber-attacks and malicious activities in computer systems and networks. In this paper, we focus on the detection of various web-based attacks using Geometrical Structure Anomaly Detection (GSAD) model and we also propose a novel algorithm for the selection of most discriminating features to improve the computational complexity of payload-based GSAD model. Linear Discriminant method (LDA) is used for the feature reduction …

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Web-Based Intelligent Computational Argumentation Based Conflict Resolution In Air Traffic Management, Xiaoqing Frank Liu, Ravi Santosh Arvapally, Hojong Baik, Rubal Wanchoo Nov 2010

Web-Based Intelligent Computational Argumentation Based Conflict Resolution In Air Traffic Management, Xiaoqing Frank Liu, Ravi Santosh Arvapally, Hojong Baik, Rubal Wanchoo

Computer Science Faculty Research & Creative Works

Collaborative decision making (CDM) is a process of reaching consensus on a potential solution of an issue through the evaluation of the different possible alternatives. the web-Based intelligent computational argumentation system allows concerned stakeholders to post their arguments on different alternatives, assign weights and priorities to the arguments and reach the most favorable alternative using fuzzy intelligent techniques over the Internet. Exchange of information among the stakeholders improves the collaboration and drives towards the collective intelligence. in this paper, we show how our tool facilitates resolution of conflicts in air traffic management. It could enhance the Ground Delay Program (GDP) …

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Hospital Network Infrastructure: A Modern Look Into The Network Backbone With Real Time Visibility, Homan Mike Hirad Nov 2010

Hospital Network Infrastructure: A Modern Look Into The Network Backbone With Real Time Visibility, Homan Mike Hirad

Regis University Student Publications (comprehensive collection)

For the purposes of this research, the "design science" discipline of Information Systems will structure the overall methodology and framework for results. By leveraging the design science framework, this study will dissect and analyze various parts of a hospital's network, to uncover substandard practices and problematic weaknesses that commonly result in an overall decrease in the quality of healthcare provided to patients, and negatively affect business operations of hospitals and healthcare facilities. For the purposes of this research the chosen hospital will be categorized as Mid-Western Hospital. This thesis will investigate, in a real world healthcare organization, fault management technologies …

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Testing Coupling Relationships In Object-Oriented Programs, Roger Alexander, Jeff Offutt, Andreas Stefik Nov 2010

Testing Coupling Relationships In Object-Oriented Programs, Roger Alexander, Jeff Offutt, Andreas Stefik

All Faculty Scholarship for the College of the Sciences

As we move toward developing object‐oriented (OO) programs, the complexity traditionally found in functions and procedures is moving to the connections among components. Different faults occur when components are integrated to form higher‐level structures that aggregate the behavior and state. Consequently, we need to place more effort on testing the connections among components. Although OO technologies provide abstraction mechanisms for building components that can then be integrated to form applications, it also adds new compositional relations that can contain faults. This paper describes techniques for analyzing and testing the polymorphic relationships that occur in OO software. The techniques adapt traditional …

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Constructive Ontology Engineering, William L. Sousan Nov 2010

Constructive Ontology Engineering, William L. Sousan

Student Work

The proliferation of the Semantic Web depends on ontologies for knowledge sharing, semantic annotation, data fusion, and descriptions of data for machine interpretation. However, ontologies are difficult to create and maintain. In addition, their structure and content may vary depending on the application and domain. Several methods described in literature have been used in creating ontologies from various data sources such as structured data in databases or unstructured text found in text documents or HTML documents. Various data mining techniques, natural language processing methods, syntactical analysis, machine learning methods, and other techniques have been used in building ontologies with automated …

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A Clouded Future: Analysis Of Microsoft Windows Azure As A Platform For Hosting E-Science Applications, Ian Blair Nov 2010

A Clouded Future: Analysis Of Microsoft Windows Azure As A Platform For Hosting E-Science Applications, Ian Blair

Regis University Student Publications (comprehensive collection)

Microsoft Windows Azure is Microsoft's cloud based platform for hosting .NET applications. Azure provides a simple, cost effective method for outsourcing application hosting. Windows Azure has caught the eye of researchers in e-science who require parallel computing infrastructures to process mountains of data. Windows Azure offers the same benefits to e-science as it does to other industries. This paper examines the technology behind Azure and analyzes two case studies of e-science projects built on the Windows Azure platform.

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Experimental Evaluation Of Transmission Link Characteristics In Body Area Networks, Apoorva Kiran Pandya Nov 2010

Experimental Evaluation Of Transmission Link Characteristics In Body Area Networks, Apoorva Kiran Pandya

School of Computing: Dissertations, Theses, and Student Research

Recent advances in digital electronics, embedded systems, and wireless communications have led the way to a new class of distributed Wireless Sensor Networks (WSNs). A Body Area Network (BAN) is a WSN consisting of miniaturized, low-power, autonomous, wireless biosensors, which are seamlessly placed or implanted in the human body to provide an adaptable and smart health care system. The possible applications of BAN are in health care services and medicine, assisting persons with disabilities, and entertainment and sports. The nodes in a BAN generally use IEEE 802.15.4 radios which have low- power consumption and are relatively immune to interference. In …

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Flexible Bootstrapping-Based Ontology Alignment, Prateek Jain, Pascal Hitzler, Amit P. Sheth Nov 2010

Flexible Bootstrapping-Based Ontology Alignment, Prateek Jain, Pascal Hitzler, Amit P. Sheth

Kno.e.sis Publications

BLOOMS (Jain et al, ISWC2010) is an ontology alignment system which, in its core, utilizes the Wikipedia category hierarchy for establishing alignments. In this paper, we present a Plug-and-Play extension to BLOOMS, which allows to flexibly replace or complement the use of Wikipedia by other online or offline resources, including domain-specific ontologies or taxonomies. By making use of automated translation services and of Wikipedia in languages other than English, it makes it possible to apply BLOOMS to alignment tasks where the input ontologies are written in different languages.

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The Mycobacterium Tuberculosis Drugome And Its Polypharmacological Implications, Sarah L. Kinnings, Li Xie, Kingston H. Fung, Richard M. Jackson, Lei Xie, Phillip E. Bourne Nov 2010

The Mycobacterium Tuberculosis Drugome And Its Polypharmacological Implications, Sarah L. Kinnings, Li Xie, Kingston H. Fung, Richard M. Jackson, Lei Xie, Phillip E. Bourne

Publications and Research

We report a computational approach that integrates structural bioinformatics, molecular modelling and systems biology to construct a drug-target network on a structural proteome-wide scale. The approach has been applied to the genome of Mycobacterium tuberculosis (M.tb), the causative agent of one of today’s most widely spread infectious diseases. The resulting drug-target interaction network for all structurally characterized approved drugs bound to putative M.tb receptors, we refer to as the ‘TB-drugome’. The TB-drugome reveals that approximately one-third of the drugs examined have the potential to be repositioned to treat tuberculosis and that many currently unexploited M.tb receptors may be chemically druggable …

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A Clustering Comparison Measure Using Density Profiles And Its Application To The Discovery Of Alternate Clusterings, Eric Bae, James Bailey, Guozhu Dong Nov 2010

A Clustering Comparison Measure Using Density Profiles And Its Application To The Discovery Of Alternate Clusterings, Eric Bae, James Bailey, Guozhu Dong

Kno.e.sis Publications

Data clustering is a fundamental and very popular method of data analysis. Its subjective nature, however, means that different clustering algorithms or different parameter settings can produce widely varying and sometimes conflicting results. This has led to the use of clustering comparison measures to quantify the degree of similarity between alternative clusterings. Existing measures, though, can be limited in their ability to assess similarity and sometimes generate unintuitive results. They also cannot be applied to compare clusterings which contain different data points, an activity which is important for scenarios such as data stream analysis. In this paper, we introduce a …

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Enhancing Use Case Points Estimation Method Using Soft Computing Techniques, Ali Bou Nassif, Luiz Fernando Capretz, Nfa-Estimation Nov 2010

Enhancing Use Case Points Estimation Method Using Soft Computing Techniques, Ali Bou Nassif, Luiz Fernando Capretz, Nfa-Estimation

Electrical and Computer Engineering Publications

Software estimation is a crucial task in software engineering. Software estimation encompasses cost, effort, schedule, and size. The importance of software estimation becomes critical in the early stages of the software life cycle when the details of software have not been revealed yet. Several commercial and non-commercial tools exist to estimate software in the early stages. Most software effort estimation methods require software size as one of the important metric inputs and consequently, software size estimation in the early stages becomes essential. One of the approaches that has been used for about two decades in the early size and effort …

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3d Oceanographic Data Compression Using 3d-Odetlap, You Li, Tsz-Yam Lau, Christopher S. Stuetzle, Peter Fox, W. Randolph Franklin Nov 2010

3d Oceanographic Data Compression Using 3d-Odetlap, You Li, Tsz-Yam Lau, Christopher S. Stuetzle, Peter Fox, W. Randolph Franklin

Computer and Data Science Faculty Publications

This paper describes a 3D environmental data compression technique for oceanographic datasets. With proper point selection, our method approximates uncompressed marine data using an over-determined system of linear equations based on, but essentially different from, the Laplacian partial differential equation. Then this approximation is refined via an error metric. These two steps work alternatively until a predefined satisfying approximation is found. Using several different datasets and metrics, we demonstrate that our method has an excellent compression ratio. To further evaluate our method, we compare it with 3D-SPIHT. 3D-ODETLAP averages 20% better compression than 3D-SPIHT on our eight test datasets, from …

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Quantitative Analysis Of Simulated Erosion For Different Soils, Zhongxian Chen, Christopher S. Stuetzle, Barbara Cutler, Jared Gross, W. Randolph Franklin, Thomas F. Zimmie Nov 2010

Quantitative Analysis Of Simulated Erosion For Different Soils, Zhongxian Chen, Christopher S. Stuetzle, Barbara Cutler, Jared Gross, W. Randolph Franklin, Thomas F. Zimmie

Computer and Data Science Faculty Publications

Levee overtopping can lead to failure and cause catastrophic damage, as was the case during Hurricane Katrina. We present a computer simulation of erosion to study the development of the rills and gullies that form along an earthen embankment during overtopping. We have coupled 3D Smoothed Particle Hydrodynamics with an erodibility model to produce our simulation. Through comparison between simulations and between simulation and analogous laboratory experiments, we provide quantitative and qualitative results, evaluating the accuracy of our simulation.

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Technologies Of Mobile Communication, Monika Margilaj Nov 2010

Technologies Of Mobile Communication, Monika Margilaj

Theses and Dissertations

Long-Term Evolution (LTE) is a new technology recently specified by 3GPP-Third Generation Partnership Project on the way towards fourth-generation mobile. This thesis presents the main technical features of this technology as well as its performances in terms of peak bit rate and average cell throughput, among others. LTE entails a big technological improvement as compared with the previous 3G standards. 1 However, this thesis also demonstrates that LTE performances do not fulfill the technical requirements established by ITU-R to classify one radio access technology as a member of the IMT-Advanced family of standards. Thus, this thesis describes the procedure followed …

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Ontology Alignment For Linked Open Data, Prateek Jain, Pascal Hitzler, Amit P. Sheth, Kunal Verma, Peter Z. Yeh Nov 2010

Ontology Alignment For Linked Open Data, Prateek Jain, Pascal Hitzler, Amit P. Sheth, Kunal Verma, Peter Z. Yeh

Kno.e.sis Publications

The Web of Data currently coming into existence through the Linked Open Data (LOD) effort is a major milestone in realizing the Semantic Web vision. However, the development of applications based on LOD faces difficulties due to the fact that the different LOD datasets are rather loosely connected pieces of information. In particular, links between LOD datasets are almost exclusively on the level of instances, and schema-level information is being ignored. In this paper, we therefore present a system for finding schema-level links between LOD datasets in the sense of ontology alignment. Our system, called BLOOMS, is based on the …

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A Novel Real-Time Approach To Unified Power Flow Controller Validation, Keyou Wang, Mariesa Crow, Bruce M. Mcmillin, Stan Atcitty Nov 2010

A Novel Real-Time Approach To Unified Power Flow Controller Validation, Keyou Wang, Mariesa Crow, Bruce M. Mcmillin, Stan Atcitty

Electrical and Computer Engineering Faculty Research & Creative Works

This paper presents the development of a real-time hardware/software laboratory to interface a soft real-time power system simulator with multiple unified power flow controllers (UPFC) via hardware-in-the-loop (HIL) to study their dynamic responses and validate control and placement approaches. This paper describes a unique laboratory facility that enables large-scale, soft real-time power system simulation coupled with the true physical behavior of a UPFC as opposed to the controller response captured by many other real-time simulators. The HIL line includes a synchronous machine, a UPFC, and a programmable load to reproduce the physical dynamics of the UPFC sub-network.

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Powerpack: Energy Profiling And Analysis Of High-Performance Systems And Applications, Rong Ge, Xizhou Feng, Shuaiwen Song, Hung-Ching Chang, Dong Li, Kirk W. Cameron Nov 2010

Powerpack: Energy Profiling And Analysis Of High-Performance Systems And Applications, Rong Ge, Xizhou Feng, Shuaiwen Song, Hung-Ching Chang, Dong Li, Kirk W. Cameron

Mathematics, Statistics and Computer Science Faculty Research and Publications

Energy efficiency is a major concern in modern high-performance computing system design. In the past few years, there has been mounting evidence that power usage limits system scale and computing density, and thus, ultimately system performance. However, despite the impact of power and energy on the computer systems community, few studies provide insight to where and how power is consumed on high-performance systems and applications. In previous work, we designed a framework called PowerPack that was the first tool to isolate the power consumption of devices including disks, memory, NICs, and processors in a high-performance cluster and correlate these measurements …

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On Semigroups With Lower Semimodular Lattice Of Subsemigroups, Peter R. Jones Nov 2010

On Semigroups With Lower Semimodular Lattice Of Subsemigroups, Peter R. Jones

Mathematics, Statistics and Computer Science Faculty Research and Publications

The question of which semigroups have lower semimodular lattice of subsemigroups has been open since the early 1960s, when the corresponding question was answered for modularity and for upper semimodularity. We provide a characterization of such semigroups in the language of principal factors. Since it is easily seen (and has long been known) that semigroups for which Green's relation J is trivial have this property, a description in such terms is natural. In the case of periodic semigroups—a case that turns out to include all eventually regular semigroups—the characterization becomes quite explicit and yields interesting consequences. In the general case, …

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How To Write A Good Paper In Computer Science And How Will It Be Measured By Isi Web Of Knowledge, Rǎzvan Andonie, Ioan Dzitac Nov 2010

How To Write A Good Paper In Computer Science And How Will It Be Measured By Isi Web Of Knowledge, Rǎzvan Andonie, Ioan Dzitac

All Faculty Scholarship for the College of the Sciences

The academic world has come to place enormous weight on bibliometric measures to assess the value of scientific publications. Our paper has two major goals. First, we discuss the limits of numerical assessment tools as applied to computer science publications. Second, we give guidelines on how to write a good paper, where to submit the manuscript, and how to deal with the reviewing process. We report our experience as editors of International Journal of Computers Communications & Control (IJCCC). We analyze two important aspects of publishing: plagiarism and peer reviewing. As an example, we discuss the promotion assessment criteria used …

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Visual Salience And Reference Resolution In Situated Dialogues: A Corpus-Based Evaluation., Niels Schütte, John D. Kelleher, Brian Mac Namee Nov 2010

Visual Salience And Reference Resolution In Situated Dialogues: A Corpus-Based Evaluation., Niels Schütte, John D. Kelleher, Brian Mac Namee

Conference papers

Dialogues between humans and robots are necessarily situated and so, often, a shared visual context is present. Exophoric references are very frequent in situated dialogues, and are particularly important in the presence of a shared visual context - for example when a human is verbally guiding a tele-operated mobile robot. We present an approach to automatically resolving exophoric referring expressions in a situated dialogue based on the visual salience of possible referents. We evaluate the effectiveness of this approach and a range of different salience metrics using data from the SCARE corpus which we have augmented with visual information. The …

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