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- All Subjects: Linguistics
- All Subjects: social network sites
Description
The speech of non-native (L2) speakers of a language contains phonological rules that differentiate them from native speakers. These phonological rules characterize or distinguish accents in an L2. The Shibboleth program creates combinatorial rule-sets to describe the phonological pattern of these accents and classifies L2 speakers into their native language. The training and classification is done in Shibboleth by support vector machines using a Gaussian radial basis kernel. In one experiment run using Shibboleth, the program correctly identified the native language (L1) of a speaker of unknown origin 42% of the time when there were six possible L1s in which to classify the speaker. This rate is significantly better than the 17% chance classification rate. Chi-squared test (1, N=24) =10.800, p=.0010 In a second experiment, Shibboleth was not able to determine the native language family of a speaker of unknown origin at a rate better than chance (33-44%) when the L1 was not in the transcripts used for training the language family rule-set. Chi-squared test (1, N=18) =1.000, p=.3173 The 318 participants for both experiments were from the Speech Accent Archive (Weinberger, 2013), and ranged in age from 17 to 80 years old. Forty percent of the speakers were female and 60% were male. The factor that most influenced correct classification was higher age of onset for the L2. A higher number of years spent living in an English-speaking country did not have the expected positive effect on classification.
ContributorsFrost, Wende (Author) / Gelderen, Elly van (Thesis advisor) / Perzanowski, Dennis (Committee member) / Gee, Elisabeth (Committee member) / Arizona State University (Publisher)
Created2013
Description
Most new first-year composition (FYC) students already have a great deal of writing experience. Much of this experience comes from writing in digital spaces, such as Facebook, Twitter, Instagram, and Pinterest. This type of writing is often invisible to students: they may not consider it to be writing at all. This dissertation seeks to better understand the actual connections between writing in online spaces and writing in FYC, to see the connections students see between these types of writing, and to work toward a theory for making use of those connections in the FYC classroom. The following interconnected articles focus specifically on Facebook--the largest and most ubiquitous social network site (SNS)-- as a means to better understand students' digital literacy practices.
Initial data was gathered through a large-scale survey of FYC students about their Facebook use and how they saw that use as connected to composition and writing. Chapter 1 uses the data to suggest that FYC students are not likely to see a connection between Facebook and FYC but that such a connection exists. The second chapter uses the same data to demonstrate that men and women are approaching Facebook slightly differently and to explore what that may mean for FYC teachers. The third chapter uses 10 one-on-one interviews with FYC students to further explore Facebook literacies. The interviews suggest that the literacy of Facebook is actually quite complex and includes many modes of communication in addition to writing, such as pictures, links, and "likes." The final chapter explores the issue of transfer. While transfer is popular in composition literature, studies tend to focus on forward-reading and not backward-reaching transfer. This final chapter stresses the importance of this type of transfer, especially when looking back at digital literacy knowledge that students have gained through writing online.
While these articles are intended as stand-alone pieces, together they demonstrate the complex nature of literacies on Facebook, how they connection to FYC, and how FYC teachers may use them in their classrooms. They serve as a starting off point for discussions of effective integration of digital literacies into composition pedagogies.
Initial data was gathered through a large-scale survey of FYC students about their Facebook use and how they saw that use as connected to composition and writing. Chapter 1 uses the data to suggest that FYC students are not likely to see a connection between Facebook and FYC but that such a connection exists. The second chapter uses the same data to demonstrate that men and women are approaching Facebook slightly differently and to explore what that may mean for FYC teachers. The third chapter uses 10 one-on-one interviews with FYC students to further explore Facebook literacies. The interviews suggest that the literacy of Facebook is actually quite complex and includes many modes of communication in addition to writing, such as pictures, links, and "likes." The final chapter explores the issue of transfer. While transfer is popular in composition literature, studies tend to focus on forward-reading and not backward-reaching transfer. This final chapter stresses the importance of this type of transfer, especially when looking back at digital literacy knowledge that students have gained through writing online.
While these articles are intended as stand-alone pieces, together they demonstrate the complex nature of literacies on Facebook, how they connection to FYC, and how FYC teachers may use them in their classrooms. They serve as a starting off point for discussions of effective integration of digital literacies into composition pedagogies.
ContributorsShepherd, Ryan P (Author) / Gee, Elisabeth (Thesis advisor) / Matsuda, Paul Kei (Committee member) / Rose, Shirley K. (Committee member) / Daer, Alice (Committee member) / Arizona State University (Publisher)
Created2014
Description
Although the social network site (SNS) Facebook achieved great success around the world, in China, it was over taken by the local website Kaixin001. Using comparative analysis and interviews, this thesis compared the architecture of the two websites and Chinese users' attitude towards them. From one side, the result indicates that they are almost the same, but not quite. Kaixin001 is a copycat which adapts to local cultures and political regulations. From the other side, the research also highlights that people associate Kaixin001 with a game platform rather than a social tool. It suggests that there are two layers of digital divide: access and utilization. Chinese users can not get equal access because of the Great Firewall. At the same time, unlike western users, they are fond of playing games, listening music and other functions, rather than creating original content or building social capital. Therefore, the SNS utilization is not equal. Because of regulations and self-surveillance, their SNS use is enjoying the apolitical does not challenge the Chinese state. At the end of the thesis, the author points out the limitations of this research. As Internet-mediated qualitative research, this study lacks extended time and samples to explore the SNSs in global context. Further research is needed to collect extended samples. Moreover, the users' dependence on social network websites may be addressed to seek more comprehensive and deeper understanding of SNS.
ContributorsQin, Yuchun (Author) / Wise, Greg (Thesis advisor) / Kassing, Jeffrey (Committee member) / Waldron, Vincent (Committee member) / Mean, Lindsey (Committee member) / Arizona State University (Publisher)
Created2011
Description
The field of authorship determination, previously largely falling under the umbrella of literary analysis but recently becoming a large subfield of forensic linguistics, has grown substantially over the last two decades. As its body of research and its record of successful forensic application continue to grow, this growth is paralleled by the demand for its application. However, methods which have undergone rigorous testing to show their reliability and replicability, allowing them to meet the strict Daubert criteria put forth by the US court system, have not truly been established.
In this study, I set out to investigate how a list of parameters, many commonly used in the methodologies of previous researchers, would perform when used to test documents of bloggers from a sports blog, Winging It in Motown. Three prolific bloggers were chosen from the site, and a corpus of posts was created for each blogger which was then examined for each of the chosen parameters. One test document for each of the three bloggers which was not included in that blogger’s corpus was then chosen from the blog page, and these documents were examined for each of the parameters via the same methodologies as were used to examine the corpora. Once data for the corpora and all three test documents was obtained, the results were compared for similarity, and an author determination was made for each test document along each parameter.
The findings indicated that overall the parameters were quite unsuccessful in determining authorship for these test documents based on the author corpora developed for the study. Only two parameters successfully identified the authors of the test documents at a rate higher than chance, and the possibility exists that other factors may be driving these successful identifications, demanding further research to confirm their validity as parameters for the purpose of authorship work.
In this study, I set out to investigate how a list of parameters, many commonly used in the methodologies of previous researchers, would perform when used to test documents of bloggers from a sports blog, Winging It in Motown. Three prolific bloggers were chosen from the site, and a corpus of posts was created for each blogger which was then examined for each of the chosen parameters. One test document for each of the three bloggers which was not included in that blogger’s corpus was then chosen from the blog page, and these documents were examined for each of the parameters via the same methodologies as were used to examine the corpora. Once data for the corpora and all three test documents was obtained, the results were compared for similarity, and an author determination was made for each test document along each parameter.
The findings indicated that overall the parameters were quite unsuccessful in determining authorship for these test documents based on the author corpora developed for the study. Only two parameters successfully identified the authors of the test documents at a rate higher than chance, and the possibility exists that other factors may be driving these successful identifications, demanding further research to confirm their validity as parameters for the purpose of authorship work.
ContributorsCox, Taylor (Author) / Gelderen, Elly van (Thesis advisor) / Gillon, Carrie (Committee member) / Gee, Elisabeth (Committee member) / Arizona State University (Publisher)
Created2017