Computer Sciences Commons^™

Is There A Core Set Of Skills For Visual Analysis Across Different Imaging Technologies?, Craig Hm Donald

Australian Security and Intelligence Conference

This research examines the technological challenges posed by security imaging technologies for human visual analysis of images. Imaging technologies are increasing becoming part of an overall security strategy that incorporates a range of camera technologies, x-ray technologies, and other electromagnetic imaging such as millimetre wave and terahertz based systems. Still and video image types are increasingly becoming presented to viewers or screeners in forms that are only representative in nature and highly abstract, and the use of filters is increasing the complexity of interpretation. Despite a range of factors that are being looked at to enhance visual analysis, the contribution …

Forensic Analysis Of The Android File System Yaffs2, Darren Quick, Mohammed Alzaabi

Australian Digital Forensics Conference

The popularity of Android devices has resulted in a requirement for a process to extract and analyse data in a forensically sound manner. There is a wide range of devices which use the Android operating system, and hence a standard process for forensic extraction and analysis for all devices is not possible. Many devices use the Yet Another Flash File System (YAFFS), which introduces an additional layer of forensic requirements. Focussing on the internal storage of a Sony Ericsson Xperia x10i, a process to extract both logical and physical data from the internal NAND memory is possible after gaining super …

Implementation Of Iso 27001 In Saudi Arabia – Obstacles, Motivations, Outcomes, And Lessons Learned, Belal Abusaad, Fahad A. Saeed, Khaled Alghathbar, Bilal Khan

Australian Information Security Management Conference

Protecting information assets is very vital to the core survival of an organization. With the increase in cyberattacks and viruses worldwide, it has become essential for organizations to adopt innovative and rigorous procedures to keep these vital assets out of the reach of exploiters. Although complying with an international information security standard such as ISO 27001 has been on the rise worldwide, with over 7000 registered certificates, few companies in Saudi Arabia are ISO 27001 certified. In this paper, we explore the motives, obstacles, challenges, and outcomes for a Saudi organization during their implementation of ISO 27001, with the goal …

An Investigation Into Darknets And The Content Available Via Anonymous Peer-To-Peer File Sharing, Symon Aked

Australian Information Security Management Conference

Media sites, both technical and non-technical, make references to Darknets as havens for clandestine file sharing. They are often given an aura of mystique; where content of any type is just a mouse click away. However, can Darknets really be easily accessed, and do they provide access to material that would otherwise be difficult to obtain? This paper investigates which Darknets are easily discovered, the technical designs and methods used to hide content on the networks, the tools needed to join, and ultimately what type and quantities of files can be found on anonymous peer-to-peer file sharing networks. This information …

Evaluation Of Users’ Perspective On Voip’S Security Vulnerabilities, Alireza Heravi, Sameera Mubarak

Australian Information Security Management Conference

Voice over Internet protocol (VoIP) represents a major newish trend in telecommunications and an alternative to traditional phone systems. VoIP uses IP networks and therefore inherits their vulnerabilities. Adding voice traffic to IP networks complicates security issues and introduces a range of vulnerabilities. A VoIP system may face either an exclusive attack or an attack to the underlying IP network. The significance of security and privacy in VoIP communications are well known, and many studies mostly from the technical perspective have been published. However to date, no known research has been conducted to evaluate users’ perspectives on these issues. In …

Longitudinal Investigation Of The Curricular Effect: An Analysis Of Student Learning Outcomes From The Liecal Project In The United States, Jinfa Cai, Ning Wang, John Moyer, Chuang Wang, Bikai Nie

Mathematics, Statistics and Computer Science Faculty Research and Publications

In this article, we present the results from a longitudinal examination of the impact of a Standards-based or reform mathematics curriculum (called CMP) and traditional mathematics curricula (called non-CMP) on students’ learning of algebra using various outcome measures. Findings include the following: (1) students did not sacrifice basic mathematical skills if they are taught using a Standards-based or reform mathematics curriculum like CMP; (2) African American students experienced greater gain in symbol manipulation when they used a traditional curriculum; (3) the use of either the CMP or a non-CMP curriculum improved the mathematics achievement of all students, including …

Do We Need M&S Science?, Jose J. Padilla, Saikou Y. Diallo, Andreas Tolk

VMASC Publications

No abstract provided.

A Framework For Transparent Depression Classification In College Settings Via Mining Internet Usage Patterns, Raghavendra Kotikalapudi

Masters Theses

Depression is a serious mental health problem affecting the mind and body of people in our society. As of today, depression affects about 5 to 7% of the American population, which roughly translates to 14 million people! A particularly worrying concern these days is the increasing incidence of depression among college students. The problem is so severe that many US campuses have dedicated centers with mental health professionals catering to students needs. Although there are very effective treatments for depression, studies report that ~80% of depressed students do not seek any help due to the lack of perception of the …

The History Of Technical Communication Instruction At Missouri University Of Science And Technology: The Evolution Of A Curriculum, Elizabeth Marie Roberson

Masters Theses

"This thesis provides a written record of the history of technical communication instruction at Missouri University of Science and Technology (Missouri S&T). Beginning with the school's inception in 1871 as the Missouri School of Mines and Metallurgy (MSM) through to the year 2005, I have examined course catalogs and department files and conducted interviews to provide an overview of the evolution of technical communication instruction at this institution. To better understand this evolution, I have also provided a framework for the development of the English department from a single course in 1871 to the current Department of English and Technical …

Social Network Analysis Of The Video Bloggers' Community In Youtube, Anusha Mogallapu

Masters Theses

"This research studied the structure of the social network of the video blogger community on YouTube. It analyzed the social network structure of friends and subscribers of the 187 video bloggers on YouTube and calculated the social network measures. This thesis compares the results to the structure described by Warmbrodt et al. in 2007 and explains the reasons for the distinctions. The number of video bloggers has increased enormously, and the form of their interactions has changed. As a result, the video blogger social network has evolved from a core/periphery structure to one that is centralized. This indicates that the …

An Incentive Based Approach To Detect Selfish Nodes In Mobile P2p Network, Hemanth Meka

Masters Theses

"The growth of mobile devices led to the wide use of Mobile P2P networks. These networks are used in a wide variety of areas and hence there is lot of research in the field of mobile networks. Detecting selfish nodes is one of the research topics triggered due to the popularity of mobile P2P networks. It is necessary to detect selfish nodes in such networks to improve the efficiency of the network. In this thesis, an incentive based approach to detect selfish nodes is designed and evaluated. This approach differs from the existing work as it (i) can be used …

Longitudinal Evaluation Of A Learning System For Teaching Geographical Information System Within The Context Of A Geotechnical Problem, Aparna Sukhavasi

Masters Theses

"A learning system, to train civil engineering students to apply Geographical Information Systems (GIS) in geotechnical problems, was evaluated over a period of 5 years, hence longitudinal. The system was tested with a series of iterations consisting of usability tests and subsequent modification, which were followed by a series of applied evaluations within the context of class lab sessions. The principal goals of this evaluation were to determine the overall effectiveness of the system and the factors that affected student learning. The first evaluation was conducted in 2004; and included a control group that played a "game" related to the …

Applying Text Timing In Corporate Spin-Off Disclosure Statement Analysis: Understanding The Main Concerns And Recommendation Of Appropriate Term Weights, Aravindh Sekar

Masters Theses

"Text mining helps in extracting knowledge and useful information from unstructured data. It detects and extracts information from mountains of documents and allowing in selecting data related to a particular data.

In this study, text mining is applied to the 10-12b filings done by the companies during Corporate Spin-off. The main purposes are (1) To investigate potential and/or major concerns found from these financial statements filed for corporate spin-off and (2) To identify appropriate methods in text mining which can be used to reveal these major concerns.

10-12b filings from thirty-four companies were taken and only the "Risk Factors" category …

Adaptive Rule-Based Malware Detection Employing Learning Classifier Systems, Jonathan Joseph Blount

Masters Theses

"Efficient and accurate malware detection is increasingly becoming a necessity for society to operate. Existing malware detection systems have excellent performance in identifying known malware for which signatures are available, but poor performance in anomaly detection for zero day exploits for which signatures have not yet been made available or targeted attacks against a specific entity. The primary goal of this thesis is to provide evidence for the potential of learning classier systems to improve the accuracy of malware detection.

A customized system based on a state-of-the-art learning classier system is presented for adaptive rule-based malware detection, which combines a …

Optimization Of Textual Affect Entity Relation Models, Ajith Cherukad Jose

Masters Theses

"Affective computing is a recent research area in computer science which deals with the design and development of systems that can recognize, interpret and process human affects/emotions. Various research projects in the past have focused on affect sensing and processing raw textual data. One such research effort conducted at the Oak Ridge National Laboratory (ORNL) has introduced an affect propagation algorithm which can generate affective relationships between entities contained in a given textual document. The algorithm depends upon a set of real-valued numeric parameters for which the best possible values are unknown. This thesis describes three different contributions to ORNL's …

Meloc - Memory And Location Optimized Caching For Mobile Ad Hoc Networks, Lekshmi Manian Chidambaram

Masters Theses

"The advancement of Mobile ad hoc networks (MANET) is tremendous in the field of social and military applications. Caching and Replication are the two common techniques used to improve data access efficiency in Mobile Ad hoc networks. Caching favors data access efficiency by bringing data closer to the source. Existing caching approaches are deficient in reducing the number of cache locations, thus reducing the number of copies, which is needed for many mission critical applications considering safety and security. Conversely, reducing the number of caches should not affect the efficiency of data access. We design an efficient broker based caching …

Location Privacy Policy Management System, Arej Awodha Muhammed

Masters Theses

"The advance in wireless communication and positioning systems has permitted development of a large variety of location-based services that, for example, can help people easily locate family members or find nearest gas station or restaurant. As location-based services become more and more popular, concerns are growing about the misuse of location information by malicious parties. In order to preserve location privacy, many efforts have been devoted to preventing service providers from determining users' exact locations. Few works have sought to help users manage their privacy preferences; however management of privacy is an important issue in real applications. This work developed …

Eyes Don't Lie: Understanding Users' First Impressions On Website Design Using Eye Tracking, Sirjana Dahal

Masters Theses

"Websites are becoming more prevalent these days. They need to create a favorable first impression on the users during initial exposure. After allocating their attention to stimuli, users form a cognitive representation of the visual information leading to first impression. Hence, first impression is important to evaluate the effectiveness of a website. This research tries to examine the amount of exposure time needed to form first impression; identify the web design factors that influence the formation of users' first impression; study the emotional responses of users on website design; and finally understand the relationship between first impression and eye movement. …

Grouper: A Packet Classification Algorithm Allowing Time-Space Tradeoffs, Joshua Adam Kuhn

USF Tampa Graduate Theses and Dissertations

This thesis presents an algorithm for classifying packets according to arbitrary (including noncontiguous) bitmask rules. As its principal novelty, the algorithm is parameterized by the amount of memory available and can customize its data structures to optimize classification time without exceeding the given memory bound. The algorithm thus automatically trades time for space efficiency as needed. The two extremes of this time-space tradeoff (linear search through the rules versus a single table that maps every possible packet to its class number) are special cases of the general algorithm we present. Additional features of the algorithm include its simplicity, its open-source …

Effect Of Web Atmospheric Cues On Users' Emotional Responses In Ecommerce, Tanvi Joginapelly

Masters Theses

"The internet has revolutionized the shopping experience. As consumers' emotional responses play an important role in predicting behavioral intentions and satisfaction, it is imperative to study e-commerce from an affective perspective and identify the website design features that influence consumers' emotional responses. This research adopted the stimulus-organism-response (S-O-R) model to examine the effects of web atmospheric cues. mainly vividness and interactivity, on users' emotional responses in e-commerce, and their influence on users' purchasing intentions.

The study had three stages: First, experts in human computer interaction (HCI) were recruited and asked to evaluate and rate 25 different e-commerce websites on interactivity …

Assess Commercialization Feasibility Of Algae-Based Bio-Fuel With Dashboard And Scorecard Technologies, Madhur Chopra

Masters Theses

"The growing energy depleting energy supplies and increasing environmental pollution has motivated researchers across the globe to look for alternative energy sources. Various energy sources have been identified but none of them have the capability of realistically replacing the fossil fuels and meeting the current demand. Algae based bio-fuels give some hope but producing them at large scale is a challenge which needs to be overcome.

The underlying objective of this research project is two folds. Firstly, the project aims to assist with the commercialization of algae based bio-fuels by developing Dashboard based and Balanced Scorecard based monitoring prototypes. The …

Exploring Join Caching In Programming Codes To Reduce Runtime Execution, Swetha Surapaneni

Masters Theses

"This thesis describes an approach to reduce the runtime of a large program by exploring object querying and query caching in programming codes. Some object-oriented languages allow the programmers to express queries explicitly in the code, which are optimized using the query optimization techniques from the database domain. In this regard, Java Query Language (JQL) has been developed that allows object querying and performs the query optimization and query caching at runtime. The problem that has been addressed in this thesis is how to reduce the runtime of a large program during the single execution by employing an efficient cache …

Improving Student Learning Outcomes Through Personal Response Systems (Clickers), Ran Cai

Masters Theses

"The main purpose of this research was to examine the impact of Personal Response Systems (PRS) or clickers, (as they are commonly called), on student learning outcome. Student learning outcomes as measured by course grades were compared between traditional lecture format and clicker use lecture format. Student perceptions on clicker use were observed in the mean time. Statistical analysis indicated that although student conveyed positive attitude on clicker adoption, there were no significant differences in course scores between students who used clickers and students who did not.

This study also considered the influence of other factors, such as gender, student …

Comprehensive Evaluation Of A Computer Based Learning System, Arun Sharma Chintalapati

Masters Theses

"This thesis presents the results of a comprehensive multi-method evaluation that was conducted on the Rapid Development System (RDS), a computer-based learning environment. The development of the project was funded by a National Science Foundation grant. Prior to this evaluation, the RDS had gone through two iterations.

A pre/post evaluation was conducted using questionnaires and eye tracking. Multi-method evaluation was employed to help triangulate the results and to provide additional insights. Data from the eye tracking was used to study the influence of the RDS interface on the attention and the cognitive workload of students with respect to the learning …

A Social Network Of Service Providers For Trust And Identity Management In The Cloud, Makarand Bhonsle

Masters Theses

"With the advent of a new paradigm in computing known as Cloud Computing which offers computing as a service, the inflow of a variety of service vendors is increasing constantly. One of the main challenges in this distributed network of service provisioning and deprovisioning system is the end user's privacy. Enforcing authentication and authorization protocols customized to the needs of every service provider evolves to a very intricate Identity Management System with respect to both the collaborating service providers as well as the user. This problem was addressed by the Federated Identity Management systems, where the user information is stored …

Analyzing Dashboard Performance In Educational, Non-Profit Sectors, Rutuja B. Honnatti

Masters Theses

"Applications of the performance dashboard in the business sector are well documented, but very little research has been performed on its implementation in higher education. The changing economic scenario has exerted pressure on universities to perform to a new standard and achieve their missions and goals. The objective of this research is to investigate if performance management dashboards can be applied to overcome challenges faced by institutions of higher education, such as lack of access to information, stakeholders not taking advantage of what is being offered, students' anxiety about not being able to find a job and strategic planning. A …

A Low-Cost Motion Tracking System For Virtual Reality Applications, Abhinav Chadda

Masters Theses

"This thesis provides an insight into the design and development of a highly effective, low-cost motion tracking system comprised of off-the-shelf (OTS) hardware for virtual reality applications. Present-day motion tracking systems usually have a high cost associated with them. A capable yet affordable OTS motion tracking system is a key enabler to make motion controlled virtual reality an accessible and ubiquitous technology.

The motion tracking system developed in this study is used in conjunction with virtual reality software towards simple and natural human-computer interface solutions. It is developed with the budget of $1,000 per system. The cost includes 2 cameras …

Style-Based Retrieval For Ancient Syriac Manuscripts, Emma Dalton, Nicholas Howe

Computer Science: Faculty Publications

Thousands of documents written in Syriac script by early Christian theologians are of unknown provenance and uncertain date, partly due to a shortage of human expertise. This paper addresses the problem of attribution by developing a novel algorithm for offline handwriting style identification and document retrieval, demonstrated on a set of documents in the Estrangelo variant of Syriac writing. The method employs a feature vector based upon the estimated affine transformation of actual observed characters, character parts, and voids within characters as compared to a hypothetical average or ideal form. Experiments on seventy-six pages from nineteen Syriac manuscripts written by …

Data-Driven Decision Making As A Tool To Improve Software Development Productivity, Mary Erin Brown

Walden Dissertations and Doctoral Studies

The worldwide software project failure rate, based on a survey of information technology software manager's view of user satisfaction, product quality, and staff productivity, is estimated to be between 24% and 36% and software project success has not kept pace with the advances in hardware. The problem addressed by this study was the limited information about software managers' experiences with data-driven decision making (DDD) in agile software organizations as a tool to improve software development productivity. The purpose of this phenomenological study was to explore how agile software managers view DDD as a tool to improve software development productivity and …

Automatic Annotation Of Referring Expression In Situated Dialogues, Niels Schütte, John D. Kelleher, Brian Mac Namee

Articles

To apply machine learning techniques to the production and interpretation of natural language, we need large amounts of annotated language data. Manual annotation, however, is an expensive and time consuming process since it involves human annotators looking at the data and explicitly adding information that is implicitly contained in the data, based on their judgment. This work presents an approach to automatically annotating referring expressions in situated dialogues by exploiting the interpretation of language by the participants in the dia- logue. We associate instructions concerning objects in the environment with automatically detected events involving these objects and predict the referents …