Digital Commons Network^™

Dynamic Measuring Tools For Online Discourse, Jeffrey S. Saltz

Dissertations

When evaluating participation within an Asynchronous Learning Network (ALN), current best practices include counting messages and reviewing participant surveys. To understand the impact of more advanced dynamic measurement tools for use within an ALN, a web-based tool, known as iPET (the integrated Participation Evaluation Tool), was created. iPET, which leverages Social Network Analysis and Information Visualization techniques, was then evaluated via an empirical study. This research demonstrates that using a tool such as iPET increases participation within an ALN without increasing facilitator workload. Due to the fact that active online discussion is a key factor in the success of an …

Bioinformatics Framework For Genotyping Microarray Data Analysis, Kai Zhang

Dissertations

Functional genomics is a flourishing science enabled by recent technological breakthroughs in high-throughput instrumentation and microarray data analysis. Genotyping microarrays establish the genotypes of DNA sequences containing single nucleotide polymorphisms (SNPs), and can help biologists probe the functions of different genes and/or construct complex gene interaction networks. The enormous amount of data from these experiments makes it infeasible to perform manual processing to obtain accurate and reliable results in daily routines. Advanced algorithms as well as an integrated software toolkit are needed to help perform reliable and fast data analysis.

The author developed a Matlab_TM based software package, called …

Using Content And Process Scaffolds For Collaborative Discourse In Asynchronous Learning Networks, Irene Wong-Bushby

Dissertations

Discourse, a form of collaborative learning, is one of the most widely used methods of teaching and learning in the online environment. Particularly, in large courses, discourse needs to be 'structured' to be effective. Historically, technology-mediated learning (TML) research has been inconclusive with often conflicting results. To address this issue, TML research needs greater breadth and depth in pedagogical grounding. The purpose of this research is to build and test an original, technology-mediated, discourse-centered model called the Asynchronous Learning Network Cognitive Discourse Model (ALNCDM) grounded in pedagogy. Cognitive discourse is defined as discourse on conceptual subject matter. The model is …

Image Segmentation And Pattern Classification Using Support Vector Machines, Shouxian Cheng

Dissertations

Image segmentation and pattern classification have long been important topics in computer science research. Image segmentation is one of the basic and challenging lower-level image processing tasks. Feature extraction, feature reduction, and classifier design based on selected features are the three essential issues for the pattern classification problem.

In this dissertation, an automatic Seeded Region Growing (SRG) algorithm for color image segmentation is developed. In the SRG algorithm, the initial seeds are automatically determined. An adaptive morphological edge-linking algorithm to fill in the gaps between edge segments is designed. Broken edges are extended along their slope directions by using the …

Automatic Solar Feature Detection Using Image Processing And Pattern Recognition Techniques, Ming Qu

Dissertations

The objective of the research in this dissertation is to develop a software system to automatically detect and characterize solar flares, filaments and Corona Mass Ejections (CMEs), the core of so-called solar activity. These tools will assist us to predict space weather caused by violent solar activity. Image processing and pattern recognition techniques are applied to this system.

For automatic flare detection, the advanced pattern recognition techniques such as Multi-Layer Perceptron (MLP), Radial Basis Function (RBF), and Support Vector Machine (SVM) are used. By tracking the entire process of flares, the motion properties of two-ribbon flares are derived automatically. In …

Quantifying Software Architecture Attributes, Bo Yu

Dissertations

Software architecture holds the promise of advancing the state of the art in software engineering. The architecture is emerging as the focal point of many modem reuse/evolutionary paradigms, such as Product Line Engineering, Component Based Software Engineering, and COTS-based software development.

The author focuses his research work on characterizing some properties of a software architecture. He tries to use software metrics to represent the error propagation probabilities, change propagation probabilities, and requirements change propagation probabilities of a software architecture. Error propagation probability reflects the probability that an error that arises in one component of the architecture will propagate to other …

Classifying Malicious Windows Executables Using Anomaly Based Detection, Ronak Sutaria

Theses

A malicious executable is broadly defined as any program or piece of code designed to cause damage to a system or the information it contains, or to prevent the system from being used in a normal manner. A generic term used to describe any kind of malicious software is Maiware, which includes Viruses, Worms, Trojans, Backdoors, Root-kits, Spyware and Exploits. Anomaly detection is technique which builds a statistical profile of the normal and malicious data and classifies unseen data based on these two profiles.

A detection system is presented here which is anomaly based and focuses on the Windows® platform. …

Classifying Rna Secondary Structures Using Support Vector Machines, Prathy Usha Sunkara

Theses

In contrast to DNA, RNA prevails as a single strand. As a consequence of small self-complementary regions, RNA commonly exhibits an intricate secondary structure, consisting of relatively short, double helical segments alternated with single stranded regions. The amount of sequence data available is rising rapidly day by day. One of the problems encountered on a specific molecule is finding the relevant data between the massive number of other sequences to be done by reading lists with a short description of all new entries in large databases already existing. One of the main objectives of this work is to take the …

Ontologies For Specifying And Reconciling Contexts Of Web Services, S. Sattanathan, N. C. Narendra, Z. Maamar

All Works

This paper presents an ontology-based approach for the specification (using OWL-C as a definition language) and reconciliation (using ConWeS as a mediation tool) of contexts of Web services. Web services are independent components that can be triggered and composed for the satisfaction of user needs (e.g., hotel booking). Because Web services originate from different providers, their composition faces the obstacle of the context heterogeneity featuring these Web services. An unawareness of this context heterogeneity during Web services composition and execution results in a lack of the quality and relevancy of information that permits tracking the composition, monitoring the execution, and …

Leadership In Technical Resources And Teams, Mike Bush

Regis University Student Publications (comprehensive collection)

In today's business environment, organizations look to technology to solve a myriad of issues. These issues range from 24 X 7 X 365 shopping hours via the internet to dashboards that indicate the health of the business to knowledge management implementations where timely, accurate access to organizational knowledge is available. In all cases, the technology enables the business functions. Because of this reliance, technical resources and technical teams are expected to display leadership in actions, in thinking and on an equal plane as their business person counterparts. Most Master of Business Administration programs require a "Ëœmanagement' or a "Ëœleadership' section …

Composable M&S Web Services For Net-Centric Applications, Charles D. Turnitsa

Faculty Bibliography

Service-oriented architectures promise easier integration of functionality in the form of web services into operational systems than is the case with interface-driven system-oriented approaches. Although the Extensible Markup Language (XML) enables a new level of interoperability among heterogeneous systems, XML alone does not solve all interoperability problems users contend with when integrating services into operational systems. To manage the basic challenges of service interoperation, we developed the Levels of Conceptual Interoperability Model (LCIM) to enable a layered approach and gradual solution improvements. Furthermore, we developed methods of model-based data engineering (MBDE) for semantically consistent service integration as a first step. …

A Key Predistribution Scheme For Sensor Networks Using Deployment Knowledge, Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney

Electrical Engineering and Computer Science - All Scholarship

To achieve security in wireless sensor networks, it is important to be able to encrypt messages sent among sensor nodes. Keys for encryption purposes must be agreed upon by communicating nodes. Due to resource constraints, achieving such key agreement in wireless sensor networks is non-trivial. Many key agreement schemes used in general networks, such as Diffie-Hellman and public-key based schemes, are not suitable for wireless sensor networks. Pre-distribution of secret keys for all pairs of nodes is not viable due to the large amount of memory used when the network size is large. Recently, a random key pre-distribution scheme and …

Comparisons Of K-Anonymization And Randomization Schemes Under Linking Attacks, Zhouxuan Teng, Wenliang Du

Electrical Engineering and Computer Science - All Scholarship

Recently K-anonymity has gained popularity as a privacy quantification against linking attacks, in which attackers try to identify a record with values of some identifying attributes. If attacks succeed, the identity of the record will be revealed and potential confidential information contained in other attributes of the record will be disclosed. Kanonymity counters this attack by requiring that each record must be indistinguishable from at least K − 1 other records with respect to the identifying attributes. Randomization can also be used for protection against linking attacks. In this paper, we compare the performance of K-anonymization and randomization schemes under …

Visual Ontology Modeling For Electronic Markets, Saartje Brockmans, Andreas Geyer-Schulz, Pascal Hitzler, Rudi Studer

Computer Science and Engineering Faculty Publications

The research program, Information Management and Market Engineering, focuses on the analysis and the design of electronic markets. Taking a holistic view of the conceptualization and realization of solutions, the research integrates the disciplines business administration, economics, computer science, and law. Topics of interest range from the implementation, quality assurance, and further development of electronic markets to their integration into business processes, innovative business models, and legal frameworks.

Using A Digital Library Of Images For Communication: Comparison Of A Card-Based System To Pda Software, Trudi Miller '08, Gondy Leroy, John Huang '05, Serena Chuang '05

CGU Faculty Publications and Research

Autism spectrum disorder has become one of the most prevalent developmental disorders and one of the main impairments is difficulty with communication. One method of augmentative and alternative communication is the use of the Picture Exchange Communication System (PECS) to create messages using a series of images printed on cards and organized in binders. We are developing a digital alternative based on an image library that is displayed on a personal digital assistant (PDA). We conducted an initial user acceptance study that compared the effectiveness and usability of both systems. The study showed that the PDA system was able to …

Ontological Implications Of The Levels Of Conceptual Interoperability Model, Andreas Tolk, Charles D. Turnitsa, Saikou Y. Diallo

Computational Modeling & Simulation Engineering Faculty Publications

The Levels of Conceptual Interoperability Model (LCIM) was developed to cope with the different layers of interoperation of modeling & simulation applications. It introduced technical, syntactic, semantic, pragmatic, dynamic, and conceptual layers of interoperation and showed how they are related to the ideas of integratability, interoperability, and composability. This paper will be presented in the invited session "Ontology Driven Interoperability for Agile Applications using Information Systems: Requirements and Applications for Agent Mediated Decision Support" at WMSCI 2006.

Semantic Tableaux Program, Sirisha Lakshmi Vadaparty

Theses Digitization Project

This project created a program that takes predicate calculus formulas and creates a visual Semantic Tableaux truth tree, thereby proving or disproving a conclusion. Formal methods used in developing and verifying software and hardware are mathematically based techniques for describing and reasoning about system properties. Such formal methods provide frameworks within which people specify, develop, and verify systems in a systematic, rather than ad hoc, manner. Formal methods include the more specific activities of program specification, program verification and hardware verification.

A Web Based Master Calendar Of Events, Raul Hernan Rivas

Theses Digitization Project

Master Calendar of Events is a PHP/MS-SQL application that provides a user-friendly interface to display a listing of campus events via an Internet browser and was specifically designed to display events at the San Bernardino Community College District, Crafton Hills Community College, and San Bernardino Valley College. The application also provides an editor interface that allows designated users to add, edit, or delete events as well as manipulate logos or images.

Webisms: (Web-Based Information Security Management System): A Prevention Information Security Tool, Nam Kim

Theses Digitization Project

The impetus for this project came from five years of experience working as a system and network administrator in the California State University, San Bernardino's (CSUSB's) College of Natural Sciences. The college and campus in general are under continual cyber attack, usually by direct-penetration methods and all kinds of viruses, worms, and spywares. This project developed WebISMS as a prevention approach in information security. WebISMS is now deployed in the CSUSB Institute of Applied Supercomputing lab, where it is working efficiently as an information security assessment / audit tool.

Advancing Candidate Link Generation For Requirements Tracing: The Study Of Methods, Jane Huffman Hayes, Alex Dekhtyar, Senthil Karthikeyan Sundaram

Computer Science and Software Engineering

This paper addresses the issues related to improving the overall quality of the dynamic candidate link generation for the requirements tracing process for verification and validation and independent verification and validation analysts. The contribution of the paper is four-fold: we define goals for a tracing tool based on analyst responsibilities in the tracing process, we introduce several new measures for validating that the goals have been satisfied, we implement analyst feedback in the tracing process, and we present a prototype tool that we built, RETRO (REquirements TRacing On-target), to address these goals. We also present the results of a study …

Solicitation Management System, Yu-Luen Lin

Theses Digitization Project

This project updated the California State University, San Bernardino's Office of Technology Transfer and Commercialization's Solicitation Management System (SMS) software, used to facilitate the processing of grant proposal solicitations. The SMS software update improved the interface so that it is more user-friendly, increased the processing speed, and added additional functions necessary to comply with new requirements. The software was rewritten using the Spring and Hibernate frameworks.

Integrated Apartment Management System, Feng-Ming Hu

Theses Digitization Project

The Integrated Apartment Management System (IAMS) is a web-based system that allows tenants to make appointments with repairmen on line and notify both apartment managers and repairmen of appointments through an email directly from IAMS. IAMS also keeps a database of appointments, repairs, and payments that can be accessed by tenants, repairmen, and apartment managers.

Evaluating Microsoft .Net Technology: Implementation Online Store, Jie Dou

Theses Digitization Project

The purpose of this project is to design, develop and implement an e-commerce shopping cart system based on Microsoft.NET technology and to evaluate ASP.NET technology by developing a shopping cart system.

Multi-Warehouse Inventory Control System, Tzu-Hsiao Yin

Theses Digitization Project

The thesis discusses the development of Multi-Warehouse Inventory Control System (MWICS), a uniquely designed web application that targets membership based food wholesalers. The main goal of MWICS is to provide a real-time inventory control ability to all warehouses and present them as if it were single warehouse. The program consists of three main components: user account management sub-system, product and purchase management sub-system, and a warehouse inventory management sub-system. User interfaces are constructed primarily in HTML, PHP, and Javascript. MySQL is used to add, access, and process data.

Integrated View And Comparison Of Alignment Semantics, Pascal Hitzler, Jerome Euzenat, Markus Krotzsch, Luciano Serafini, Heiner Stuckenschmidt, Holger Wache, Antoine Zimmermann

Computer Science and Engineering Faculty Publications

We take a general perspective on alignment in order to develop common theoretical foundations for the subject. The deliverable comprises a comparative study of different mapping languages by means of distributed first-order logic, and a study on category-theoretical modelling of alignment and merging by means of pushout-combinations.

Interactive Multimedia E-Learning System, Wen-Yi Shih

Theses Digitization Project

This project is an interactive, multimedia, on-line learning system. It provides a friendly and simple interface to let kids easily learn their ABC's. Teachers and administrators can modify and view files and database information from a normal web browser to customize the student's learning experience. The web browser is written in Java Server Page (JSP), Hyper Text Markup Language (HTML) and Macromedia Flash.

A Web Accessible Clinical Patient Information Networked System, Andrew Yee Chang

Theses Digitization Project

Developed with the intention to make the patient data storage system in the clinical outpatient area more efficient, this system stores all pertinent and relevant patient data such as lab results, patient history and X-ray images. The system is accessible via the internet as well as operable over a local area network (LAN). The intended audience for this program is essentially the clinical staff (e.g., physicians, nursing staff, secretarial staff). The computer program was developed using Java Server Pages (JSP) and utilizes the Oracle 9i database.

International Extension Program Online Registration System, Hau Yu

Theses Digitization Project

The International Extension Program Online Registration System (IEPORS) allows prospective international students to apply over the Web to the programs offered through the International Extension Program of the College of Extended Learning. The system is comprised of two separate systems: a web application and a desktop application. In this project, Hibernate technique is used to reduce code size and system architecture. Security schema was also modified to be simple and solidly secure. All the private information could be interceped on the Internet are protected by SSL (secure Sockets Layer).

Re-Engineering The Solicitation Management System, Yao-Long Fan

Theses Digitization Project

The scope of this project includes a re-engineering of the internal architecture of the Solicitation Management System (SMS), a web-based application that facilitates the running of grant proposal solicitations for the Office of Technology Transfer and Commercialization at California State University San Bernardino (CSUSB). A goal of the project is to increase consistency and efficiency of the code base of the system, making it easier to understand, maintain, and extend. The previous version of SMS was written to rely on the Spring and Hibernate frameworks. The project includes a restructuring of the system to remove reliance on the Spring framework, …

Tr-2006002: A Replacement Theorem For Lp, Melvin Fitting

Computer Science Technical Reports

No abstract provided.