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Genre: Art--Psychological aspects.
Genre: Conference papers and proceedings
Genre: Creative nonfiction

Evaluating artificial social intelligence in an urban search and rescue task environment

Description

Human team members show a remarkable ability to infer the state of their partners and anticipate their needs and actions. Prior research demonstrates that an artificial system can make some predictions accurately concerning artificial agents. This study investigated whether an artificial system could generate a robust Theory of Mind of human teammates. An urban search and rescue (USAR) task environment was developed to elicit human teamwork and evaluate inference and prediction about team members by software agents and humans. The task varied team members’ roles and skills, types of task synchronization and interdependence, task risk and reward, completeness of mission planning, and information asymmetry. The task was implemented in MinecraftTM and applied in a study of 64 teams, each with three remotely distributed members. An evaluation of six Artificial Social Intelligences (ASI) and several human observers addressed the accuracy with which each predicted team performance, inferred experimentally manipulated knowledge of team members, and predicted member actions. All agents performed above chance; humans slightly outperformed ASI agents on some tasks and significantly outperformed ASI agents on others; no one ASI agent reliably outperformed the others; and the accuracy of ASI agents and human observers improved rapidly though modestly during the brief trials.

ContributorsFreeman, Jared T. (Author) / Huang, Lixiao (Author) / Woods, Matt (Author) / Cauffman, Stephen J. (Author)

Created2021-11-04

Art as a spiritual expression for Indigenous well-being

Description

Art is a form of spiritual expression that is thriving in many Indigenous cultures. It can take many forms, meanings and have a multitude of emotional, mental, physical and spiritual effects on its creator as well as its audience. Amongst American Indians, art has been a method for maintaining holistic well-being intended to heal and cope with traumatic experiences. In this thesis, I examine the western societal and cultural influences that have led to the loss of cultural identity and examine approaches and practices that aim to re-establish a resilient connection to identity and well-being using art as a spiritual catalyst. Literary research and articles were reviewed related to the issue of art as a form of spiritual expression in Indigenous cultures. An autoethnography was conducted with the intent to record and reflect on the well-being of the researcher in relation to her artistic expression. Journaling and vlogging were used as research methods and painting, sketching, and beading was used as artistic methods. Over the course of six months, over 50 videos with 30 hours of raw footage were recorded; averaging 2 hours per day. The results are reflected in the researchers free-flowing and emotionally driven reflection of experiences that have driven her artwork. This thesis supports the establishment of art as a form of spiritual expression for transforming the current western focused health care paradigm to one that recognizes, values and employs Indigenous insight, methodologies, worldviews, culture and spirituality.

ContributorsRobbins, Marlena (Author) / Romero-Little, Eunice (Thesis advisor) / Marley, Tennille L (Committee member) / Meders, Jacob (Committee member) / Arizona State University (Publisher)

Created2018

Gardens of discovery: actors, activists and Spain in crisis

Description

This dissertation is both creative and scholarly, engaging in the technique of "narrative scholarship," an increasingly accepted technique within the field of ecocriticism. The project is framed by my experiences with Spanish and Latino actors as well as activists involved with the 15-M movement in and around Madrid. It takes a "material ecocritical" approach, which is to say that it treats minds, spirits and language as necessarily "bodied" entities, and creates an absolute union between beings and the matter that constructs them as well as their habitat. I apply the lens of Jesper Hoffmeyer's Biosemiotics, which claims that life is at its most essential levels a communicative process. In other words, I will explore how "all matter is 'storied' matter," as well as how the "semiosphere," which is an important concept in biosmiotics, signaling a semiotic environment that predicts and defines all biological bodies/life, the human, the plant and the animal as beings who are made of and involved in semiotic activity, can serve as a basis for union amongst all bodies and provide a model of cooperation rooted in "storytelling." My project aims to embody what Wendy Wheeler describes as ecocriticism's, "syntheses between the sciences and the humanities" It is my strong opinion that creative writing has the power to offer the general public insight into the reasons why new research in biosemiotics is so important to the work that activists are doing to raise awareness of how humans can live responsibly on the only planet that is our home. This will help readers of creative writing and cultural studies scholars understand why they ought to embrace science, especially in literary and cultural studies, as a path to better understanding of the role of the humanities in an increasingly scientifically oriented world.

ContributorsDay, Timothy (Author) / Adamson, Joni (Thesis advisor) / Gutkind, Lee (Committee member) / Flys-Junquera, Carmen (Committee member) / Arizona State University (Publisher)

Created2016