عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
شماره کتابشناسی ملی
شماره
TL51356
زبان اثر
زبان متن نوشتاري يا گفتاري و مانند آن
انگلیسی
عنوان و نام پديدآور
عنوان اصلي
Three International Studies Computational Social Science Inquiries Examining Large Corpora of Natural Data
نام عام مواد
[Thesis]
نام نخستين پديدآور
Miller, Daniel Taninecz
نام ساير پديدآوران
Bachman, David
وضعیت نشر و پخش و غیره
نام ناشر، پخش کننده و غيره
University of Washington
تاریخ نشرو بخش و غیره
2019
يادداشت کلی
متن يادداشت
142 p.
یادداشتهای مربوط به پایان نامه ها
جزئيات پايان نامه و نوع درجه آن
Ph.D.
کسي که مدرک را اعطا کرده
University of Washington
امتياز متن
2019
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
Computational methods provide novel and important approaches for social science inquiries. Due to the ever-increasing availability of large sets, or corpora, of mixed qualitative/quantitative data to the social scientist, algorithmic approaches provide effective opportunities to induce findings about social phenomenon. Here, such approaches are used to analyze three diverse areas of inquiry using related methods. First, energy investment from the People's Republic of China in the Islamic Republic of Pakistan is modeled utilizing an open procurement and bidding dataset from within Pakistan. This work posits a series of costly regulatory concessions made by Pakistan to obtain Chinese funding, and suggests an emerging model of Chinese concessionality in foreign lending. Second, propaganda generated on the social media site Twitter by the Russian Federation during the United States' 2016 Presidential Election is inductively modeled and subjected to quantitative sentiment and emotional analysis. This research suggests an information campaign designed to favor several conservative topics, but one that also pushed topic content from across the political spectrum. The Russian disinformation campaign also simultaneously emphasized increased anger within online political discourse. Third, a large original corpus of YouTube comments drawn from the "QAnon" political movement is analyzed. This research indicates a host of novel conjectural characteristics regarding this movement, including that the largest proportion of discussion within the dataset is concerned with the alleged sexual abuse of underaged minors by US political and media actors. This analysis also highlights as yet unexplored international relations beliefs within the movement, and suggests that such discussion is proportionally most concerned with the People's Republic of China. Each of these projects raise numerous questions for further research and also ultimately validate the utilization of inductive algorithms like topic models for future scientific inquiries into social phenomena.
اصطلاحهای موضوعی کنترل نشده
اصطلاح موضوعی
International relations
اصطلاح موضوعی
Political science
اصطلاح موضوعی
Social research
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )
مستند نام اشخاص تاييد نشده
Miller, Daniel Taninecz
نام شخص - ( مسئولیت معنوی درجه دوم )
مستند نام اشخاص تاييد نشده
Bachman, David
شناسه افزوده (تنالگان)
مستند نام تنالگان تاييد نشده
University of Washington
دسترسی و محل الکترونیکی
نام الکترونيکي
مطالعه متن کتاب وضعیت انتشار
فرمت انتشار
p
اطلاعات رکورد کتابشناسی
نوع ماده
[Thesis]
کد کاربرگه
276903
اطلاعات دسترسی رکورد
سطح دسترسي
a
تكميل شده
Y
