Matching Items (2)
Description
With the development of technology, there has been a dramatic increase in the number of machine learning programs. These complex programs make conclusions and can predict or perform actions based off of models from previous runs or input information. However, such programs require the storing of a very large amount of data. Queries allow users to extract only the information that helps for their investigation. The purpose of this thesis was to create a system with two important components, querying and visualization. Metadata was stored in Sedna as XML and time series data was stored in OpenTSDB as JSON. In order to connect the two databases, the time series ID was stored as a metric in the XML metadata. Queries should be simple, flexible, and return all data that fits the query parameters. The query language used was an extension of XQuery FLWOR that added time series parameters. Visualization should be easily understood and be organized in a way to easily find important information and details. Because of the possibility of a large amount of data being returned from a query, a multivariate heat map was used to visualize the time series results. The two programs that the system performed queries on was Energy Plus and Epidemic Simulation Data Management System. By creating such a system, it would be easier for people of the project's fields to find the relationship between metadata that leads to the desired results over time. Over the time of the thesis project, the overall software was completed, however the software must be optimized in order to take the enormous amount of data expected from the system.
ContributorsTse, Adam Yusof (Author) / Candan, Selcuk (Thesis director) / Chen, Xilun (Committee member) / Barrett, The Honors College (Contributor) / School of Music (Contributor) / Computer Science and Engineering Program (Contributor)
Created2015-05
Description
Christian psychotherapy appears to be useful especially for Christian clients seeking therapy, and is a growing preference among this population. Thus, the need for research on the efficacy and effectiveness of Christian interventions must be recognized. This study reviews 13 effectiveness and 21 efficacy studies of Christian psychotherapeutic interventions in various areas of psychotherapy. The majority of effectiveness and efficacy studies were shown to give positive outcomes for Christian psychotherapy, and overall, Christian psychotherapy is promising as an effective alternative to secular therapy. The need for further research in most areas is discussed.
ContributorsRodriguez, Gina Alexandra (Author) / Valiente, Carlos (Thesis director) / Seeley, Bridget (Committee member) / Skinner, Tad (Committee member) / Barrett, The Honors College (Contributor) / School of Music (Contributor) / Department of Psychology (Contributor)
Created2014-05