Physical Sciences and Mathematics Commons^™

Automated Pollen Image Classification, Nicholas Quentin Haas

Masters Theses

This Master of Science thesis reviews previous research, proposes a method anddemonstrates proof-of-concept software for the automated matching of pollen grainimages to satisfy degree requirements at the University of Tennessee. An ideal imagesegmentation algorithm and shape representation data structure is selected, alongwith a multi-phase shape matching system. The system is shown to be invariantto synthetic image translation, rotation, and to a lesser extent global contrast andintensity changes. The proof-of-concept software is used to demonstrate how pollengrains can be matched to images of other pollen grains, stored in a database, thatshare similar features with up to a 75% accuracy rate.

Cytongrasp: Cyton Alpha Controller Via Graspit! Simulation, Nicholas Wayne Overfield

Masters Theses

This thesis addresses an expansion of the control programs for the Cyton Alpha 7D 1G arm. The original control system made use of configurable software which exploited the arm’s seven degrees of freedom and kinematic redundancy to control the arm based on desired behaviors that were configured off-line. The inclusions of the GraspIt! grasp planning simulator and toolkit enables the Cyton Alpha to be used in more proactive on-line grasping problems, as well as, presenting many additional tools for on-line learning applications. In short, GraspIt! expands what is possible with the Cyton Alpha to include many machine learning tools and …

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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …

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 …

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. …

Scholarship In International Technical Communication, 1950-1989: A Historical Study, Xiaoyan Huang

Masters Theses

"This thesis is a study of the published scholarship in international technical communication from 1950 to 1989. It provides insight into the four decades' worth of scholarship as well as a resource for the development of present and future scholarship in international technical communication. It attempts to answer the following research questions: What did scholars of international technical communication study in each decade? What are the similarities and differences among the four decades in terms of scholarship in international technical communication? What are the strengths and weaknesses of the relevant scholarship in the four decades? What can we learn from …

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 …

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 …

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 …

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 …