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- All Subjects: artificial intelligence
- Creators: Arizona State University
- Resource Type: Text
- Status: Published
Description
In the 1930s, with the rise of Nazism, many artists in Europe had to flee their homelands and sought refuge in the United States. Austrian composer Hanns Eisler who had risen to prominence as a significant composer during the Weimar era was among them. A Jew, an ardent Marxist and composer devoted to musical modernism, he had established himself as a writer of film music and Kampflieder, fighting songs, for the European workers' movement. After two visits of the United States in the mid-1930s, Eisler settled in America where he spent a decade (1938-1948), composed a considerable number of musical works, including important film scores, instrumental music and songs, and, in collaboration with Theodor W. Adorno, penned the influential treatise Composing for the Films. Yet despite his substantial contributions to American culture American scholarship on Eisler has remained sparse, perhaps due to his reputation as the "Karl Marx in Music." In this study I examine Eisler's American exile and argue that Eisler, through his roles as a musician and a teacher, actively sought to enrich American culture. I will present background for his exile years, a detailed overview of his American career as well as analyses and close readings of several of his American works, including three of his American film scores, Pete Roleum and His Cousins (1939), Hangmen Also Die (1943), and None But the Lonely Heart (1944), and the String Quartet (1940), Third Piano Sonata (1943), Woodbury Liederbüchlein (1941), and Hollywood Songbook (1942-7). This thesis builds upon unpublished correspondence and documents available only in special collections at the University of Southern California (USC), as well as film scores in archives at USC and the University of California, Los Angeles. It also draws on Eisler studies by such European scholars as Albrecht Betz, Jürgen Schebera, and Horst Weber, as well as on research of film music scholars Sally Bick and Claudia Gorbman. As there is little written on the particulars of Eisler's American years, this thesis presents new facts and new perspectives and aims at a better understanding of the artistic achievements of this composer.
ContributorsBoyd, Caleb (Author) / Feisst, Sabine (Thesis advisor) / Levy, Benjamin (Committee member) / Oldani, Robert (Committee member) / Arizona State University (Publisher)
Created2013
Description
The rapid escalation of technology and the widespread emergence of modern technological equipments have resulted in the generation of humongous amounts of digital data (in the form of images, videos and text). This has expanded the possibility of solving real world problems using computational learning frameworks. However, while gathering a large amount of data is cheap and easy, annotating them with class labels is an expensive process in terms of time, labor and human expertise. This has paved the way for research in the field of active learning. Such algorithms automatically select the salient and exemplar instances from large quantities of unlabeled data and are effective in reducing human labeling effort in inducing classification models. To utilize the possible presence of multiple labeling agents, there have been attempts towards a batch mode form of active learning, where a batch of data instances is selected simultaneously for manual annotation. This dissertation is aimed at the development of novel batch mode active learning algorithms to reduce manual effort in training classification models in real world multimedia pattern recognition applications. Four major contributions are proposed in this work: $(i)$ a framework for dynamic batch mode active learning, where the batch size and the specific data instances to be queried are selected adaptively through a single formulation, based on the complexity of the data stream in question, $(ii)$ a batch mode active learning strategy for fuzzy label classification problems, where there is an inherent imprecision and vagueness in the class label definitions, $(iii)$ batch mode active learning algorithms based on convex relaxations of an NP-hard integer quadratic programming (IQP) problem, with guaranteed bounds on the solution quality and $(iv)$ an active matrix completion algorithm and its application to solve several variants of the active learning problem (transductive active learning, multi-label active learning, active feature acquisition and active learning for regression). These contributions are validated on the face recognition and facial expression recognition problems (which are commonly encountered in real world applications like robotics, security and assistive technology for the blind and the visually impaired) and also on collaborative filtering applications like movie recommendation.
ContributorsChakraborty, Shayok (Author) / Panchanathan, Sethuraman (Thesis advisor) / Balasubramanian, Vineeth N. (Committee member) / Li, Baoxin (Committee member) / Mittelmann, Hans (Committee member) / Ye, Jieping (Committee member) / Arizona State University (Publisher)
Created2013
Description
The increasing popularity of Twitter renders improved trustworthiness and relevance assessment of tweets much more important for search. However, given the limitations on the size of tweets, it is hard to extract measures for ranking from the tweet's content alone. I propose a method of ranking tweets by generating a reputation score for each tweet that is based not just on content, but also additional information from the Twitter ecosystem that consists of users, tweets, and the web pages that tweets link to. This information is obtained by modeling the Twitter ecosystem as a three-layer graph. The reputation score is used to power two novel methods of ranking tweets by propagating the reputation over an agreement graph based on tweets' content similarity. Additionally, I show how the agreement graph helps counter tweet spam. An evaluation of my method on 16~million tweets from the TREC 2011 Microblog Dataset shows that it doubles the precision over baseline Twitter Search and achieves higher precision than current state of the art method. I present a detailed internal empirical evaluation of RAProp in comparison to several alternative approaches proposed by me, as well as external evaluation in comparison to the current state of the art method.
ContributorsRavikumar, Srijith (Author) / Kambhampati, Subbarao (Thesis advisor) / Davulcu, Hasan (Committee member) / Liu, Huan (Committee member) / Arizona State University (Publisher)
Created2013
Description
Baseball is the quintessential American game. To understand the country one must also understand the role baseball played in the nation's maturation process. Embedded in baseball's history are (among other things) the stories of America's struggles with issues of race, gender, immigration, organized labor, drug abuse, and rampant consumerism. Over the better part of two centuries, the national pastime both reflected changes to American culture and helped shape them as well. Documenting these changes and packaging them for consumption is the responsibility of the National Baseball Hall of Fame and Museum in Cooperstown, New York. Founded as a tourist attraction promoting largely patriotic values, in recent decades the Baseball Hall of Fame made a concerted effort to transform itself into a respected member of the history museum community--dedicated to displaying American history through the lens of baseball. This dissertation explores the evolution of the Baseball Hall of Fame from celebratory shrine to history museum through an analysis of public history practice within the museum. In particular, this study examines the ways the Hall both reflected and reinforced changes to American values and ideologies through the evolution of public history practice in the museum. The primary focus of this study is the museum's exhibits and analyzing what their content and presentation convey about the social climate during the various stages of the Baseball Hall of Fame's evolution. The principal resources utilized to identify these stages include promotional materials, exhibit reviews, periodicals, and photographic records, as well as interviews with past and present Hall-of-Fame staff. What this research uncovers is the story of an institution in the midst of a slow transition. Throughout the past half century, the Hall of Fame staff struggled with a variety of obstacles to change (including the museum's traditionally conservative roots, the unquestioning devotion Americans display for baseball and its mythology, and the Hall of Fame's idyllic setting in a quaint corner of small-town America) that undermined their efforts to become the type of socially relevant institution many envisioned. Contending with these challenges continues to characterize much of the museum's operations today.
ContributorsMangan, Gregory (Author) / Warren-Findley, Jannelle (Thesis advisor) / Szuter, Christine (Committee member) / Toon, Richard (Committee member) / Arizona State University (Publisher)
Created2013
Description
Once perceived as an unimportant occurrence in living organisms, cell degeneration was reconfigured as an important biological phenomenon in development, aging, health, and diseases in the twentieth century. This dissertation tells a twentieth-century history of scientific investigations on cell degeneration, including cell death and aging. By describing four central developments in cell degeneration research with the four major chapters, I trace the emergence of the degenerating cell as a scientific object, describe the generations of a variety of concepts, interpretations and usages associated with cell death and aging, and analyze the transforming influences of the rising cell degeneration research. Particularly, the four chapters show how the changing scientific practices about cellular life in embryology, cell culture, aging research, and molecular biology of Caenorhabditis elegans shaped the interpretations about cell degeneration in the twentieth-century as life-shaping, limit-setting, complex, yet regulated. These events created and consolidated important concepts in life sciences such as programmed cell death, the Hayflick limit, apoptosis, and death genes. These cases also transformed the material and epistemic practices about the end of cellular life subsequently and led to the formations of new research communities. The four cases together show the ways cell degeneration became a shared subject between molecular cell biology, developmental biology, gerontology, oncology, and pathology of degenerative diseases. These practices and perspectives created a special kind of interconnectivity between different fields and led to a level of interdisciplinarity within cell degeneration research by the early 1990s.
ContributorsJiang, Lijing (Author) / Maienschein, Jane (Thesis advisor) / Laubichler, Manfred (Thesis advisor) / Hurlbut, James (Committee member) / Creath, Richard (Committee member) / White, Michael (Committee member) / Arizona State University (Publisher)
Created2013
Description
Museums reflect power relations in society. Centuries of tradition dictate that museum professionals through years of study have more knowledge about the past and culture than the communities they present and serve. As mausoleums of intellect, museums developed cultures that are resistant to relinquishing any authority to the public. The long history of museums as the authority over the past led to the alienation and exclusion of many groups from museums, particular indigenous communities. Since the 1970s, many Native groups across the United States established their own museums in response to the exclusion of their voices in mainstream institutions. As establishments preserving cultural material, tradition, and history, tribal museums are recreating the meaning of "museum," presenting a model of cooperation and inclusion of community members to the museum process unprecedented in other institutions. In a changing world, many scholars and professionals call for a sharing of authority in museum spaces in order to engage the pubic in new ways, yet many cultural institutions s struggle to find a way to negotiate the traditional model of a museum while working with communities. Conversely, the practice of power sharing present in Iroquois (Haudenosaunee) tradition shaped a museum culture capable of collaboration with their community. Focusing on the Akwesasne Museum as a case study, this dissertation argues that the ability for a museum to share authority of the past with its community is dependent on the history and framework of the culture of the institution, its recognition of the importance of place to informing the museum, and the use of cultural symbols to encourage collaboration. At its core, this dissertation concerns issues of authority, power, and ownership over the past in museum spaces.
ContributorsHeisinger, Meaghan (Author) / Fixico, Donald (Thesis advisor) / Szuter, Christine (Committee member) / Warren-Findley, Jannelle (Committee member) / Arizona State University (Publisher)
Created2013
Description
The Kootenai River landscape of southwestern British Columbia, northwestern Montana and the very northern tip of Idaho helped unify the indigenous Ktunaxa tribe and guided tribal lifestyles for centuries. However, the Ktunaxa bands' intimate connection with the river underwent a radical transformation during the nineteenth century. This study analyzes how the Ktunaxa relationship with the Kootenai River faced challenges presented by a new understanding of the meaning of landscape introduced by outside groups who began to ply the river's waters in the early 1800s. As the decades passed, the establishment of novel boundaries, including the new U.S.-Canadian border and reserve/reservation delineations, forever altered Ktunaxa interaction with the land. The very meaning of the river for the Ktunaxa as a source of subsistence, avenue of transportation and foundation of spiritual identity experienced similar modifications. In a matter of decades, authoritarian lines on foreign maps imposed a concept of landscape far removed from the tribe's relatively fluid and shifting understanding of boundary lines represented by the river at the heart of the Ktunaxa homeland. This thesis draws on early ethnographic work with the Ktunaxa tribe in addition to the journals of early traders and missionaries in the Kootenai region to describe how the Ktunaxa way of life transformed during the nineteenth century. The works of anthropologist Keith Basso and environmental philosopher David Abram are used to develop an understanding of the powerful implications of the separation of the Ktunaxa people from the landscape so essential to tribal identity and lifestyle. Two different understandings of boundaries and the human relationship with the natural world clashed along the Kootenai River in the 1800s, eventually leading to the separation of the valley's indigenous inhabitants from each other and from the land itself. What water had once connected, lines on maps now divided, redefining this extensive landscape and its meaning for the Ktunaxa people. However, throughout decades of dominance of the Western mapmakers' worldview and in spite of the overwhelming influence of this Euro-American approach to the environment, members of the Ktunaxa tribe have been able to maintain much of their traditional culture.
ContributorsColeman, Robert (Author) / Warren-Findley, Jannelle (Thesis advisor) / Szuter, Christine (Committee member) / Fixico, Donald (Committee member) / Arizona State University (Publisher)
Created2013
Description
Objective of this thesis project is to build a prototype using Linear Temporal Logic specifications for generating a 2D motion plan commanding an iRobot to fulfill the specifications. This thesis project was created for Cyber Physical Systems Lab in Arizona State University. The end product of this thesis is creation of a software solution which can be used in the academia and industry for research in cyber physical systems related applications. The major features of the project are: creating a modular system for motion planning, use of Robot Operating System (ROS), use of triangulation for environment decomposition and using stargazer sensor for localization. The project is built on an open source software called ROS which provides an environment where it is very easy to integrate different modules be it software or hardware on a Linux based platform. Use of ROS implies the project or its modules can be adapted quickly for different applications as the need arises. The final software package created and tested takes a data file as its input which contains the LTL specifications, a symbols list used in the LTL and finally the environment polygon data containing real world coordinates for all polygons and also information on neighbors and parents of each polygon. The software package successfully ran the experiment of coverage, reachability with avoidance and sequencing.
ContributorsPandya, Parth (Author) / Fainekos, Georgios (Thesis advisor) / Dasgupta, Partha (Committee member) / Lee, Yann-Hang (Committee member) / Arizona State University (Publisher)
Created2013
Description
Linear Temporal Logic is gaining increasing popularity as a high level specification language for robot motion planning due to its expressive power and scalability of LTL control synthesis algorithms. This formalism, however, requires expert knowledge and makes it inaccessible to non-expert users. This thesis introduces a graphical specification environment to create high level motion plans to control robots in the field by converting a visual representation of the motion/task plan into a Linear Temporal Logic (LTL) specification. The visual interface is built on the Android tablet platform and provides functionality to create task plans through a set of well defined gestures and on screen controls. It uses the notion of waypoints to quickly and efficiently describe the motion plan and enables a variety of complex Linear Temporal Logic specifications to be described succinctly and intuitively by the user without the need for the knowledge and understanding of LTL specification. Thus, it opens avenues for its use by personnel in military, warehouse management, and search and rescue missions. This thesis describes the construction of LTL for various scenarios used for robot navigation using the visual interface developed and leverages the use of existing LTL based motion planners to carry out the task plan by a robot.
ContributorsSrinivas, Shashank (Author) / Fainekos, Georgios (Thesis advisor) / Baral, Chitta (Committee member) / Burleson, Winslow (Committee member) / Arizona State University (Publisher)
Created2013
Description
This dissertation addresses the tendency among some disability scholars to overlook the importance of congenital deformity and disability in the pre-modern West. It argues that congenital deformity and disability deviated so greatly from able-bodied norms that they have played a pivotal role in the history of Western Civilization. In particular, it explores the evolution of two seemingly separate, but ultimately related, ideas from classical antiquity through the First World War: (1) the idea that there was some type of significance, whether supernatural or natural, to the existence of congenital deformity and (2) the idea that the existence of disabled people has resulted in a disability problem for western societies because many disabilities can hinder labor productivity to such an extent that large numbers of the disabled cannot survive without taking precious resources from their more productive, able-bodied counterparts. It also looks at how certain categories of disabled people, including, monsters, hunchbacks, cripples, the blind, the deaf and dumb, and dwarfs, which signified aesthetic and functional deviations from able-bodied norms, often reinforced able-bodied prejudices against the disabled.
ContributorsParry, Matthew (Author) / Fuchs, Rachel (Thesis advisor) / Tirosh-Samuelson, Hava (Committee member) / Wright, Johnson K. (Committee member) / Arizona State University (Publisher)
Created2013