Index Catalog // ScholarsArchive@OSU

Towards Narrative Understanding with Deep Neural Networks and Hidden Markov Models

Creator:: Orr, J. Walker
Abstract:: Narratives are central to communication and the human experience. For a computer system to understand a narrative, it must be able to identify the key facts or plot elements that describe what happened or how the world has changed. These element are called events;establishing a document’s events and the relationships...
Resource Type:: Dissertation

How to Debug Inclusivity Bugs? An Empirical Investigation of Finding-to-Fixing with Information Architecture

Creator:: Guizani, Mariam, Steinmacher, Igor, Emard, Jillian, Fallatah, Abrar, Burnett, Margaret, and Sarma, Anita
Abstract:: Background: Although some previous research has found ways to find inclusivity bugs (biases in software that introduce inequities among cognitively diverse individuals), little attention has been paid to how to go about fixing such bugs. We hypothesized that Information Architecture (IA)--the way information is organized, structured and labeled--may provide the...
Resource Type:: Research Paper

Visualization and design systems for road infrastructure

Creator:: Esch, Gregory
Abstract:: Transportation infrastructure provides a vital service for the functionality of a city. The efficient design of road networks poses an interesting topic in computer science for digital content developers. For civil engineers, the visualization of analysis results on infrastructure both efficiently and intuitively is crucial. The following contributions are made...
Resource Type:: Masters Thesis

Improving User Mental Models of XAI Systems with Inclusive Design Approaches

Creator:: Hamid, Md Montaser
Abstract:: Explainable Artificial Intelligence (XAI) systems aim to improve users’ understanding of AI but rarely consider the inclusivity aspects of XAI. Without inclusive approaches, improving explanations might not work well for everyone. This study investigates leveraging users’ diverse problem-solving styles as an inclusive strategy to fix an XAI prototype, with the...
Resource Type:: Masters Thesis

Exploration of regression models for cancer noncoding mutation recurrence

Creator:: Xu, Tanjin
Abstract:: An important impact of the genome technology revolution will be the elucidation of mechanisms of cancer pathogenesis, leading to improvements in the diagnosis of cancer and the selection of cancer treatment. Integrated with current well-studied massive knowledge and findings about the role of protein-coding mutations in cancer, demystifying the functional...
Resource Type:: Masters Thesis

Predicting and Improving Throughput, Responsiveness and Battery Life of Computer Systems by Machine Learning

Creator:: Li, Yunfan
Abstract:: The Machine Learning (ML) algorithms are increasingly explored in varies of fields including designing and optimizing computer systems. Recent research, such as optimizing memory/cache prefetching by ML training or predicting traffic pattern in throughput processors, also exhibits a promising future of introducing ML into computer system design and optimization. Throughput...
Resource Type:: Dissertation

Fabrication of Cost-effective Flexible Glucose Sensor for Continuous Glucose Monitoring

Creator:: Mullapudi, Sri Sai Kameswara
Abstract:: Diabetes is a pandemic that affects nearly 29.1 million Americans and the fourth leading cause of mortality in the US. Type 1 diabetes is a chronic condition which occurs due to little to no production of insulin by the pancreas. This form of diabetes requires constant monitoring of blood glucose...
Resource Type:: Masters Thesis

End user software engineering features for both genders

Creator:: Sorte, Shraddha
Abstract:: Previous research has revealed gender differences that impact females’ willingness to adopt software features in end users’ programming environments. Since these features have separately been shown to help end users problem solve, it is important to female end users’ productivity that we find ways to make these features more acceptable...
Resource Type:: Masters Thesis
Full Text:: ) while those for girls were learning tools. 6 Much later, Miller conducted a small pilot study

Formative Work Toward a Mixed-Initiative Programming Language

Creator:: Abbott, Keeley
Abstract:: Mixed-initiative programming entails collaboration between a computer system, and a human to achieve some desired goal or set of goals. Often these goals change or are amended in real time during the course of program execution. As such, the plans these programs are based on must adapt and evolve to...
Resource Type:: Masters Thesis

Spreadsheet Explanation Through Table Abstraction

Creator:: Dan, Mihai
Abstract:: Spreadsheets are a pervasive technology throughout personal and industrial use. Often times, the user is not the author, contributing to a lack of understanding of the purpose and functionality of a spreadsheet. Furthermore, the lack of understanding is a major reason for mistakes in the use and maintenance of spreadsheets....
Resource Type:: Masters Thesis

ScholarsArchive@OSU

Towards Narrative Understanding with Deep Neural Networks and Hidden Markov Models

How to Debug Inclusivity Bugs? An Empirical Investigation of Finding-to-Fixing with Information Architecture

Visualization and design systems for road infrastructure

Improving User Mental Models of XAI Systems with Inclusive Design Approaches

Exploration of regression models for cancer noncoding mutation recurrence

Predicting and Improving Throughput, Responsiveness and Battery Life of Computer Systems by Machine Learning

Fabrication of Cost-effective Flexible Glucose Sensor for Continuous Glucose Monitoring

End user software engineering features for both genders

Formative Work Toward a Mixed-Initiative Programming Language

Spreadsheet Explanation Through Table Abstraction

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