Physical Sciences and Mathematics Commons^™

Movie Reviews Sentiment Analysis Using Bert, Gibson Nkhata

Graduate Theses and Dissertations

Sentiment analysis (SA) or opinion mining is analysis of emotions and opinions from texts. It is one of the active research areas in Natural Language Processing (NLP). Various approaches have been deployed in the literature to address the problem. These techniques devise complex and sophisticated frameworks in order to attain optimal accuracy with their focus on polarity classification or binary classification. In this paper, we aim to fine-tune BERT in a simple but robust approach for movie reviews sentiment analysis to provide better accuracy than state-of-the-art (SOTA) methods. We start by conducting sentiment classification for every review, followed by computing …

S7e8: What Is The Legacy And Future Of The Climate Change Institute?, Ron Lisnet, Paul A. Mayewski, Daniel Sandweiss, Cynthia Isenhour

The Maine Question

The nation’s first multi- and inter-disciplinary research institute to study Earth’s recent and long-term climate variability was founded in 1972 at the University of Maine. That institute, now known as the Climate Change Institute, is celebrating its 50th anniversary this year, a milestone that honors the many groundbreaking discoveries its scientists have made in the field of climate science.

CCI have scientists first mapped the difference between climate during the Ice Age and today in the 1970s; discovered the importance of marine-based ice sheets in the 1980s; connected acid rain to human causes in the mid-1980s; uncovered the concept of …

Debris Of Progress: A Political Ethnography Of Critical Infrastructure, Ethan Tupelo

Doctoral Dissertations

In this dissertation, I advance a political ethnography of critical infrastructure to better understand terminal capitalism, in which the waste products of commodification and resource depletion are destroying the ecological systems that support life. My object of study is the massive disjuncture between individual knowledge and intention, and these catastrophic collective planetary outcomes. Theoretically, I develop critical infrastructure theory to diagnose these destructive structures. By “infrastructure,” I mean systems of material and discursive flows fundamental to sedentary human organization, connecting local actions with global systems. Such infrastructure is “critical” in three senses: A) denoting the most important forms of infrastructure …

Tsaachin Reindeer Herders: Perceptions Vs Reality, Sharla Dart

Independent Study Project (ISP) Collection

Mongolia is a country commonly known for its vast steppes and rich culture of nomadic pastoralism. Images of livestock grazing on the open steppe often come to mind when people think about the country. However, what about the lesser-known reindeer herders? The Tsaachin reindeer herders of Mongolia are an ethnic group in the northernmost region of the country that have been subject to common misconceptions stemming from perceptions created by people consuming exaggerated and false narratives. This study aims to discover if perceptions that outsiders have influence the reindeer herders of the West Taiga.

Regenerative Agriculture Framework For Island Ecosystems Using São Miguel As A Case Study, Mya Hunter

Independent Study Project (ISP) Collection

Context: Regenerative agriculture is a farming approach that uses soil health as the entry point to contribute to multiple objectives, such as improved nutrient cycling and climate regulation. Farmers can apply different practices to reach these objectives. The objectives and practices, however, are not equally relevant or applicable for farming systems on island ecosystems and the local context.

Objectives: The main objective of this paper, therefore, is to find out how solutions towards regenerative agriculture can be identified and evaluated as such that they result in meaningful advice for farmers on island ecosystems in order to mitigate the …

How Spirituality Intensifies Sustainability: A Case Study Of Ananda Valley In Northern Portugal, Mia Handler

Independent Study Project (ISP) Collection

The religious affiliations of citizens in the West are currently shifting away from the fundamentalist, traditional structures of the past towards more alternative spiritualities. Furthermore, as a result of the climate crisis, ecovillages are becoming increasingly popular. Ecovillages are intentional, “sustainable” communities that seek to reduce consumption, live in harmony with nature, and create strong social bonds. They are characterized by varying levels of spiritual involvement (Greenberg, 2014, p. 274). As such, the objective of this paper is to study the relationship between spirituality and environmentally-friendly practices and attitudes, using the ecovillage Ananda Valley – an Ananda Marga Master Unit …

The Viability Of Traditional Portuguese Olive Groves In The Alentejo Region Under A Sustainable Development Framework, Sydney Soloway

Independent Study Project (ISP) Collection

Portugal became self-sufficient in olive oil production in 2014 and produces 150% of its needs, which makes Portugal the world’s fourth-largest exporter (DeAndreis, 2022). Olive groves in Portugal were once estimated to be 70-80% low-input traditional type, but rapid intensification toward a predominantly intensive mode of agriculture has been extremely fast (Beaufoy, 2001, p. 22; Silveira et al., 2018, p. 248). The Alentejo region, despite its dry Mediterranean climate and a tradition of extensive, multi-functional agricultural systems, is now home to 85% of Portugal’s olive groves and responsible for 77% of the country’s olive oil production (Dawson, 2019; Silveira et …

Aman Iman: Resilient Customs, Community Water Management, And Dry Futures In Anounizme, Morocco, Haley Kirtland

Independent Study Project (ISP) Collection

This project explores how Anounizme, a village in southeastern Morocco, interacts with water. I was particularly curious about how traditional community management systems operate in the context of drought. I argue that the customary management system exhibits resiliency like it has in the face of Arabization, colonization, exploitative industry, and land privatization. It is capable of adapting to drought because it is more than a management system; it is a part of culture engrained as custom. Customs have porous boundaries, allowing a space for old aspects of culture to interact with both emerging aspects of culture and external pressures. I …

El Parque De La Papa Y El Centro Internacional De La Papa: Un Caso De Estudio De Una Colaboración Única Para La Conservación De Diversidad Biocultural, Molly Orr

Independent Study Project (ISP) Collection

El Parque de la Papa, un territorio biocultural indígena en Cusco, Perú, es un sitio de conservación in situ de variedades de papas nativas apoyado por la ONG Asociación ANDES. En 2004, entró en un convenio con el Centro Internacional de la Papa (CIP) para la repatriación, restauración y seguimiento de las papas bajo el cual 410 variedades de papa fueron devueltas al Parque. El convenio ha formado la base para una relación continua entre CIP y el Parque; han desarrollado capacitaciones, investigaciones participativas e intercambios de conocimientos científicos y tradicionales. La colaboración entre CIP y el Parque es un …

Caviar Of The Pacific: Palolo Fishing Today And Its Association With Coral Reef Health, Emma Letti Lee

Independent Study Project (ISP) Collection

Palolo is a traditional delicacy of Samoa. It is the reproductive part of a marine worm that is released twice a year, October and November in Samoa, making palolo season a culturally significant time. Coral reefs, the palolo worm’s habitat, is under a plethora of environmental threats, which is an extremely prevalent concern for Pacific Islanders. Hundreds of palolo harvesters walking on corals twice a year adds extra pressure on coral reefs. Despite these vulnerabilities, prices of palolo are soaring year by year, while there is little to no research about the palolo worm and documentation of current harvesting practices …

Making Forests, Making Communities: An Ethnography Of Reforestation In Monteverde, Costa Rica, Megan Brown

Anthropology Theses and Dissertations

Reforestation is not just planting trees in the ground. More than net increase in forest cover, reforestation is a complex political endeavor undertaken by both humans and non-humans and a popular climate change mitigation tactic. However, little research has examined the dynamics between selection of specific reforestation strategies, health, and community resilience, particularly with attention to entanglements between the lives of both human and non-human forest dwellers. This ethnographic work, based on six months of in-person fieldwork and six months of digital ethnography, examines reforestation and forest relations in Costa Rica’s Monte Verde zone, a region which experienced widespread deforestation, …

The Battle For The Sea: Tourism Development And Public Ocean Access In Jambiani, Zanzibar, Sophie Beauchesne

Independent Study Project (ISP) Collection

The battle for coastal access is a prevalent and controversial issue in both the Global North and the Global South (Mongeau, 2001; Ojo, 2013). Due to investment in coastal land, vulnerable communities around the world are losing their access to the sea (Ojo, 2013; Bennett, Govan & Satterfield, 2015). Battles for ocean access in the Global North tend to focus on recreational activities, but what is to be said about ocean access in the Global South, where access to the sea is needed for the survival of entire communities? (Mongeau, 2001;). Using geographical mapping, environmental condition assessments and open-ended interviews …

Los Impactos Del Cambio Climático En Las Comunidades Aymaras En Putre, El Valle De Azapa Y Arica, Lindsey Kaufman

Independent Study Project (ISP) Collection

Research Question: How is climate change affecting Aymara communities in Putre, the valley of Azapa, and Putre?

Objectives: To understand the effects of climate on communities by 1) describing which environmental problems exist and their impact on agriculture and ranching, 2) understanding the patterns of migration away from the ancestral land, 3) exploring the connections to the social determinants of health that exist with these change, and 4) analyzing the significance of these changes in the agriculture for the communities’ traditions and connection to the land.

Background: Aymara communities have historically inhabited agricultural and ranching lands in …

Héroes Anónimos: La Relación Entre La Gente Y Las Plantas Nativas En Río Grande, Argentina, Rachel Elliott

Independent Study Project (ISP) Collection

Este estudio fue realizado para la Fundación Estepa Viva, Naturaleza y Ciudadanía con el fin de entender mejor cómo lxs residentes se relacionan con las plantas nativas y dónde ellas están ubicadas dentro de la ciudad de Río Grande, Argentina. Un total de 52 manzanas en 10 zonas de la ciudad fueron muestreadas en busca de 5 especies nativas clave: la lenga (Nothofagus pumilio), el ñire (Nothofagus antarctica), el guindo (Nothofagus betuloides), la mata negra (Chiliotrichum rosmarinifolium), and el calafate (Berberis microphylla). Además, se realizaron 50 entrevistas y se creó un mapa interactivo. Se observó que las plantas eran poco …

Sacred Scavengers: Vulture Conservation In Nepal, Hans Nedde

Independent Study Project (ISP) Collection

In the 1990s, a veterinary drug used to treat pain and disease in cattle nearly brought the nine vulture species of Nepal to extinction. In a span of 15 years, over 97% of vultures in Nepal perished. For the past 20 years, governments, organizations, and communities have been working together to save these vital scavengers from vanishing. From the lowlands to the Himalayas, vultures have been interacting with the environment and humans for millennia. This study explores the role that vultures play both ecologically and culturally in Nepal. It investigates vultures as a crucial ecological influence and how human action …

Wilderness And The Geotag: Exploring The Claim That "Geotagging Ruins Nature" In The Alpine Lakes Wilderness, Wa, Mara Gans

All Master's Theses

This research explores the claim that “geotagging ruins nature” by quantifying and qualifying patterns in geotag use and visitors’ experiences in the Alpine Lakes Wilderness, in Washington, United States. Many have raised concerns that geotags increase recreational visitation to public lands, which subsequently contributes to negative resource impacts. Others, however, claim that geotagging has made the outdoors more accessible to less privileged communities and raise concerns that condemning geotags will perpetuate the exclusion of certain groups from outdoor recreation. This debate is studied within federally designated Wilderness, which is legally defined as “untrammeled by man,” a definition rooted in problematic …