Library and Information Science Commons^™

Named But Not Known: Teaching And Assessing The Research-Writing Process, Ruth Boeder

Wayne State University Dissertations

In lived experience, the two processes of secondary research and writing overlap and intertwine interminably, creating an overarching complex system as research becomes expressed in writing and writing generates new research. This classroom study explores the two processes as one—the research-writing process—through coding of student journal responses and assessment of student research papers. Analysis reveals students to be thoughtful but not yet as nuanced in their descriptions of their research process as much be desired. They more frequently discuss writing with weaknesses in their research process than with research strengths. Further findings indicate that although it is difficult to assess …

Learning Convolutional Neural Network For Face Verification, Elaheh Rashedi

Wayne State University Dissertations

Convolutional neural networks (ConvNet) have improved the state of the art in many applications. Face recognition tasks, for example, have seen a significantly improved performance due to ConvNets. However, less attention has been given to video-based face recognition. Here, we make three contributions along these lines.

First, we proposed a ConvNet-based system for long-term face tracking from videos. Through taking advantage of pre-trained deep learning models on big data, we developed a novel system for accurate video face tracking in the unconstrained environments depicting various people and objects moving in and out of the frame. In the proposed system, we …

Reliability And Validity Of Michigan School Libraries For The 21st Century Measurement Benchmarks, Natosha Nicole Floyd

Wayne State University Dissertations

The purpose of this study was to examine the psychometric properties of the Michigan School Libraries for the 21st Century Measurement Benchmarks (SL21). The instrument consists of 19 items with three subscales: Building the 21st Century Learning Environment Subscale, Teaching for 21st Century Learning Subscale, and Leading the Way to 21st Century Learning Subscale. The sample consisted of 54 respondents who were administered the instrument in 2014 and 2015. Cronbach’s alpha for the total instrument was 0.807 (n = 19 items). Exploratory factor analysis (EFA) was used to measure construct validity. The findings derived from the EFA did not tend …

Novel Machine Learning Methods For Modeling Time-To-Event Data, Bhanukiran Vinzamuri

Wayne State University Dissertations

Predicting time-to-event from longitudinal data where different events occur at different time points is an extremely important problem in several domains such as healthcare, economics, social networks and seismology, to name a few. A unique challenge in this problem involves building predictive models from right censored data (also called as survival data). This is a phenomenon where instances whose event of interest are not yet observed within a given observation time window and are considered to be right censored. Effective models for predicting time-to-event labels from such right censored data with good accuracy can have a significant impact in these …

Using R2d2 To Create Information Literacy Objects In Academic Libraries: Design-Based Research, Kristin Orlich Lavoie

Wayne State University Dissertations

Academic librarians at the university level are increasingly called upon to create information literacy objects which are available to students online. These librarians, however, frequently have little or no training in any type of instruction, either face to face or online. Because of the unique attributes of online learning, librarians should be aware of instructional design models and learner preferences in order to maximize online student learning. Academic librarians’ utilization of the activities which promote efficacious online learning can be increased through awareness of an instructional design model best suited to this purpose. Research was needed to develop a guide …

A Prediction Modeling Framework For Noisy Welding Quality Data, Junheung Park

Wayne State University Dissertations

Numerous and various research projects have been conducted to utilize historical manufacturing process data in product design. These manufacturing process data often contain data inconsistencies, and it causes challenges in extracting useful information from the data. In resistance spot welding (RSW), data inconsistency is a well-known issue. In general, such inconsistent data are treated as noise data and removed from the original dataset before conducting analyses or constructing prediction models. This may not be desirable for every design and manufacturing applications since every data can contain important information to further explain the process. In this research, we propose a prediction …

Case Study: Evaluating Performance Outcomes Of A Technology Change Management Initiative In A Health Care Organization, Dion Nathanial Johnson

Wayne State University Dissertations

The purpose of this research was to examine a case study by evaluating performance outcomes of a technology change management initiative in a health care organization. This study was developed with an array of issues surrounding change management programs with technology platforms, the management of complex change and the amount of criticism that became the impetus behind the implementation of the Electronic Health Records Management Systems (EHRMS) across the healthcare industry and its long-term transformative effects. Despite recognition that user response largely determined the success of a technology implementation or change management program and the fact significant resources are spent …

A Framework For Personalized Dynamic Cross-Selling In E-Commerce Retailing, Arun K. Timalsina

Wayne State University Dissertations

Cross-selling and product bundling are prevalent strategies in the retail sector. Instead of static bundling offers, i.e. giving the same offer to everyone, personalized dynamic cross-selling generates targeted bundle offers and can help maximize revenues and profits. In resolving the two basic problems of dynamic cross-selling, which involves selecting the right complementary products and optimizing the discount, the issue of computational complexity becomes central as the customer base and length of the product list grows. Traditional recommender systems are built upon simple collaborative filtering techniques, which exploit the informational cues gained from users in the form of product ratings and …

Manufacturing Menopause: An Analysis Of The Portrayal Of Menopause And Information Content On Pharmaceutical Web Sites, Deborah H. Charbonneau

Wayne State University Dissertations

Consumer-targeted prescription drug advertising serves as an interesting lens through which we can examine the portrayal of menopause in online drug advertisements. The aim of this study was to explore the portrayal of menopause on web sites sponsored by pharmaceutical companies for hormone therapies (HT). To unravel this question, a qualitative content analysis of web sites for FDA-approved hormone therapies was employed. A total number of 608 printed pages of web site content from eight web sites (N=8) were analyzed. Key findings elucidated how menopause was portrayed on the pharmaceutical web sites. First, descriptions of menopause articulated a biomedical perspective …