Digital Commons Network^™

เทคนิคการเรียกคืนระดับตัวอักษรของศิลาจารึกสุโขทัยด้วยโมเดลภาษาแบบถูกปิด, สุจิตรา ทองขำ

Chulalongkorn University Theses and Dissertations (Chula ETD)

ศิลาจารึกจัดเป็นหนึ่งในวรรณกรรมชนิดลายลักษณ์อักษรที่บันทึกเรื่องราวทางประวัติศาสตร์และแสดงเอกลักษณ์ของวัฒนธรรมในช่วงเวลานั้น ๆ ผ่านวิธีการสลักตัวอักษรลงบนแผ่นหินด้วยวัสดุโลหะแหลมคมทีละตัวอักษรจนกลายเป็นประโยคที่สามารถสื่อใจความให้ผู้อ่านสามารถเข้าใจความหมายดังนั้นความสมบูรณ์ของประโยคนั้นมีความสำคัญเป็นอย่างมากในงานด้านการประมวลผลภาษาธรรมชาติ โดยเฉพาะอย่างยิ่งเมื่อมีการถอดความศิลาจารึกและพบว่าศิลาจารึกบางส่วนไม่สามารถถอดความได้อันเป็นเหตุเนื่องมาจากช่วงของระยะเวลาผ่านไปจารึกเหล่านั้นอาจเกิดการเสื่อมสภาพจากหลายสาเหตุจนเป็นรอยขีดข่วนทับข้อความหรือตัวอักษรจนเลือนลาง, ถูกทำลายจากภัยธรรมชาติจนไม่สามารถวิเคราะห์ได้ว่าตัวอักษรที่ชำรุดคือตัวอักษรใด ๆ เพื่อเพิ่มความสมบูรณ์ให้กับประโยคที่ขาดหายไปงานวิจัยนี้จึงใช้วิธีการสร้างโมเดลทำนายอักขระของตัวอักษรที่ขาดหายไปจากข้อความโดยการใช้เทคนิคโมเดลภาษาแบบมาสก์เข้ามาช่วยในการประมวลผลการทดลองโดยใช้เป็นพรีเทรนโมเดลหลากหลายภาษา (multilingual pre-train model) 3 ประเภทดังต่อไปนี้ (1) โมเดลเอ็กซ์แอลเอ็ม-โรเบอตา (2) โมเดลเบิร์ต-เบส-หลายภาษา-เคสด์ (3) โมเดลดิสทิลเบิร์ต-เบส-หลายภาษา-เคสด์ และการใช้โมเดลในกลุ่มแบบจำลองโครงข่ายประสาทเทียมแบบลึกแบบเรียนรู้สองทิศทางได้แก่ (4) โมเดลหน่วยความจำระยะสั้นระยะยาวแบบสองทิศทาง โดยในแต่ละรอบของการเทรนจะทำการสุ่มปิดอักขระด้วยมาสก์โทเคน “” หรือ “[MASK]” ให้โมเดลทำนายคำที่ขาดหายไปตรงจุดที่ถูกมาสก์โทเคนและจากผลการทดลองพบว่าความถูกต้องของการทำนายจากพรีเทรนโมเดลทั้ง 4 ประเภท คือ (1) 42 % (2) 53 % (3) 50 % และ (4) 36 % ตามลำดับ ในงานวิจัยฉบับนี้ได้นำเสนอวิธีการปรับปรุงความสามารถในการทำนายของโมเดลโดยใช้คลังคำศัพท์เฉพาะทำให้โมเดลมีประสิทธิภาพในการทำนายความถูกต้องได้แม่นยำมากขึ้น

Identities Of Women In Indian Art And History, Nalini Rao

Monsoon: South Asian Studies Association Journal

The stereotypical image of Indian women portrayed in the art of stone sculpture is often interpreted as images of beauty that are sensuous, religious as well depict social life. There are historical reasons for depicting her as such. This paper inquires into the changing depiction and social forces that influenced feminine imagery. This paper examines the portrayal of beauty through idealization of female body which has evolved over the centuries in India. It also aims to understand their changing status and explores issues of feminine identity, status, and empowerment largely in ancient and medieval India. It also provides a brief …

Children Tell Landscape-Lore Among Perceptions Of Place: Relating Ecocultural Digital Stories In A Conscientizing/Decolonizing Exploration, Meredith Jean Bird Miller

Antioch University Dissertations & Theses

We know that when children feel a sense-of-relation within local natural environments, they are more prone to feel concern for them, while nurturing well-being and resilience in themselves and in lands/waters they inhabit. Positive environmental behaviors often follow into adulthood. Our human capacities for creating sustainable solutions in response to growing repercussions of global warming and climate change may grow if more children feel a sense of belonging in the wild natural world. As educators, if we listen to and learn from students’ voices about how they engage in nature, we can create pedagogical experiences directly relevant to their lives. …

Understanding Human-Centred Artificial Intelligence In The Banking Sector, Krishnaraj Arul Obuchettiar, Alan @ Ali Madjelisi Megargel

Research Collection Lee Kong Chian School Of Business

The advent of smart digital devices and social media has shaped how consumers interact and transact with their financial institutions. Consumers increasingly want hyperpersonalised interactions that are more frequent and proactive, while financial institutions have a growing need to cater to consumers’ new demands. Financial institutions, such as banks, continuously adapt to the latest technologies to keep pace with evolving customer behaviours, needs, and experiences. One such emerging technology is artificial intelligence (AI). Many organisations realise the potential of AI; however, a human-centred AI system must be capable of understanding human characteristics and making decisions like humans. This paper presents …

Attending To The Cultures Of Data Science Work, Lindsay Poirier

Statistical and Data Sciences: Faculty Publications

This essay reflects on the shifting attention to the “social” and the “cultural” in data science communities. While recently the “social” and the “cultural” have been prioritized in data science discourse, social and cultural concerns that get raised in data science are almost always outwardly focused – applying to the communities that data scientists seek to support more so than more computationally-focused data science communities. I argue that data science communities have a responsibility to attend not only to the cultures that orient the work of domain communities, but also to the cultures that orient their own work. I describe …

Middle Savannah River: An A/R/Tographic Ecopedagogical Ethnography Experimenting With Rhizomatic Perspectives, Lisa Augustine-Chizmar

College of Graduate Studies: Theses & Dissertations

This research is an experiment in perspective. Using the four commonplaces (Schwab, 1978), I practiced letting the Savannah River teach me what there is to know about the water, the land, the people, and the other entities that depend on ki through artistic, ethnographic, and ecopedagogical lenses. The ethnographic findings describe the social actors that depend on ki and give a voice to the River. The a/r/tographic findings display the River on a canvas map through two hundred years using paint, clay, photography, video, abstract acrylics, and fabric. Together, these methods contribute to a unique ecopedagogical journey. This word cloud …

Ancient Great Wall Building Materials Reveal Environmental Changes Associated With Oases In Northwestern China, Robert Patalano, Jing Hu, Qin Leng, Weiguo Liu, Huanye Wang, Patrick Roberts, Michael Storozum, Lin Yang, Hong Yang

Science and Technology Department Faculty Journal Articles

Plant materials used in the construction of segments and beacon towers of the ancient Great Wall in northwestern China contain untapped potential for revealing local paleoclimatic and environmental conditions. For the first time, we characterize the molecular preservation and stable carbon and nitrogen isotope compositions of AMS-dated common reeds (Phragmites) collected from ancient Great Wall fascines in today’s Gansu and Xinjiang using a combination of chromatographic techniques and isotope analyses. Our molecular data, along with Scanning Electron Microscopy, demonstrate excellent preservation of these ancient reeds, which were harvested from nearby habitats during periods of significant expansion of Imperial …

Poetry And Praxis: Lessons From An Activist Educator, Dr. Emmanuel Tabi

Journal of Multicultural Affairs

Drawing on data from a narrative multi-case study based in Toronto, Canada, this article discusses the lived experiences of one Black activist. Utilizing critical race theory, new literacy studies and the rhetoric of cultural production as theoretical frameworks, the article foregrounds the work of Ebele, a Toronto activist whose work supported the educational trajectories and emotional well-being of Black students, many of whom reported being marginalized in school. Through his creative labor, Ebele directly addressed the sociology of anti-Black racism that deeply influences the lives of Afrodiasporic people in Canada. This article continues the conversation about what it means to …

Strategic Perspective Of Leveraging New Generation Information Technology To Enable Modernization Of Emergency Management, Haibo Zhang, Xinyu Dai, Depei Qian, Jian Lyu

Bulletin of Chinese Academy of Sciences (Chinese Version)

The application and development of the new generation information technology is a vital support to realize the modernization of emergency management. At present, the new generation information technology such as big data and artificial intelligence has been widely used in natural disasters, safe production, and other fields. It has improved the monitoring and early warning, regulation and law enforcement, command and decision support, rescue, and social mobilization capabilities of governments, promoted the level of intrinsic safety of enterprises, provided important support for the precise prevention and control of the COVID-19, and increased the efficiency of China’s emergency management and sense …

Utilizing Remote Sensing Technology To Relocate Lubra Village And Visualize Flood Damages, Ronan Wallace

Mathematics, Statistics, and Computer Science Honors Projects

As weather patterns change worldwide, isolated communities impacted by climate change go unnoticed and we need community and habitat-conscious solutions. In Himalayan Mustang, Nepal, indigenous Lubra village faces threats of increasing flash flooding. After every flood, residual concrete-like sediment hardens across the riverbed, causing the riverbed elevation to rise. As elevation increases, sediment encroaches on Lubra’s agricultural fields and homes, magnifying flood vulnerability. In the last monsoon season alone, the village witnessed floods swallowing several fields and damaging two homes. One solution considers relocating the village to a new location entirely. However, relocation poses a challenging task, as eight centuries …

Identity Work To Teach Mathematics For Social Justice, Navy B. Dixon

Theses and Dissertations

In this thesis, mathematics educators are conceptualized as individuals with multiple, simultaneous figured worlds that inform their decisions while planning. The study explores how two mathematics educators negotiated and orchestrated their figured worlds to plan two mathematics lessons for social justice. The results highlight how numerous the figured worlds each participant surfaced through background interviews. Some of the figured worlds were elicited by the interview questions (i.e., Race, Family, Social Justice Teaching) but other figured worlds organically surfaced through the interviews (i.e., Sexuality, Community, Activism, Critical Information Consumption). A discursive analysis of a selection of these figured worlds revealed conceptualizations …

2022 - The Third Annual Fall Symposium Of Student Scholars

Symposium of Student Scholars Program Books

The full program book from the Fall 2022 Symposium of Student Scholars, held on November 17, 2022. Includes abstracts from the presentations and posters.

Ua12/2/1 College Heights Herald: A Place To Call Home, Wku Student Affairs

WKU Administration Documents

Magazine issue of the College Heights Herald for the period October 24 - November 27, 2022.

• Downtown Bowling Green – Restaurants
• Homecoming 2022
• Stone, Damon. WK Liquors Rebuilds After Tornado
• Reed, Bailey. The Making of an SGA President – Cole Bornefeld
• Fountain Row Creates a New Atmosphere Downtown
• Renovated Apartments Offer Home-like Feel – Campus Flats
• Richardson, La’Quan. Kappa Alpha Psi Sponsor Comes Home After 53 Years – Craig Taylor
• Turner, B. Life Continues for Ukrainian Student in the Bluegrass – Mariia Novoselia
• Collins, Michael. Family 5,730 Miles in the Making – Frank Aryee, Immigration, Naturalization

Reviving Knowledges Through Play And Resistance: The Case Of Navajo Conceptions Of Space, Daniel Ness, Richard D. Sawyer

Northwest Journal of Teacher Education

The authors explore a possible cause of epistemicidal predispositions of the dominant Eurocentric curricula. They posit that one way to determine a plausible contributing factor of this increasing devastation is to consider epistemicide through the lens of intellectual development. To do this, the authors examine parallel patterns of behavior in the domains of developmental and cognitive psychology. The authors then discuss an alternative framework to the Western conception of space within formal K-12 education by presenting the Navajo conception of space and play. Throughout the paper, the authors argue that all students—and especially those living in poverty in commercially constructed, …

Estimation Of Economic Risk From Coastal Natural Hazards In Louisiana, Rubayet Bin Mostafiz

LSU Doctoral Dissertations

Louisiana, U.S.A., is among the most vulnerable areas globally to coastal natural hazards, with risk vulnerability likely increasing. The risks associated with non-tropical-cyclone hazards in Louisiana’s coastal zone have been understudied. This research enhances present and future (i.e., 2050) Louisiana risk assessment using locally-weighted, model-based hazard frequency/intensity and population projections.

Results suggest that property risks associated with extreme cold temperature and tornado are and will remain costlier than those for hail and lightning. Property risks of extreme cold temperature and hail are projected to decrease with the expected warming temperatures, with those of all four of these hazards peaking in …

In Vitro Liquid Culture Of The Mollusc-Parasitic Nematode Phasmarhabditis (Rhabditida: Rhabditidae), A. Pieterse, S. Haukeland, V. Půža, J. L. Ross, A. P. Malan

All Peer-Reviewed Publications

The success of the mollusc-parasitic nematode, Phasmarhabditis hermaphrodita (Schneider) Andrássy (Rhabditida: Rhabditidae), as a biological control agent in Europe has led to worldwide interest in phasmarhabditids as biocontrol agents. In this study, the mass culture potential of three phasmarhabditids, namely Phasmarhabditis papillosa, Phasmarhabditis kenyaensis and Phasmarhabditis bohemica, was assessed. In addition, ten bacterial candidates, consisting of seven associated with slugs and three associated with entomopathogenic nematodes, were investigated. The bacteria were tested for their ability to cause mortality to Deroceras invadens, as well as to support nematode growth. Initial mortality studies demonstrated that Kluyvera, Aeromonas and Pseudomonas spp. (AP3) caused …

Computer-Based Forage Management Tools: Historical, Current, And Future Applications, David B. Hannaway, C. Daly, D. F. Chapman, B. B. Baker, A. S. Cooper

IGC Proceedings (1977-2023)

Forage management has been an important human activity since the beginning of civilization. By comparison, the personal computer has been available only in the immediate past. The software developed to deal with the complexity of climate, soil, plant, animal, and socioeconomic factors has seen huge changes in a few decades. Mainframe computers facilitated numerical calculations for exploring relationships among dozens of variables. Personal computers opened the door for more individual scientist creativity and routine communication. Web-based communication globalised the option for multidisciplinary teams to tackle problems. Forage-related computer applications abound, allowing farmers, ranchers, and others to more effectively manage the …

A 14,100 Cal B. P. Rocky Mountain Locust Cache From Winnemucca Lake, Pershing County, Nevada, Evan J. Pellegrini, Eugene M. Hattori, Larry Benson, John Southon, Hojun Song, Derek A. Woller

United States Geological Survey: Staff Publications

The remains of approximately 1000 (MNI) Rocky Mountain locusts (Melanoplus spretus) from an archaeological cache pit in Crypt Cave, Winnemucca (dry) Lake, Nevada, date to between 14,305–14,067 calendar years before present (95.4 % confidence; 12,238 ± 18 ¹⁴C yrs. B.P.). The age of this western Great Basin occupation along the shoreline of Lake Lahontan is consistent with occupation of several other Western North American terminal Pleistocene sites dating prior to 14,000 cal. B.P., including distinctive petroglyphs on the western shore of Winnemucca Lake dating as early as 14,800–13,200 cal. B.P.

A Quantitative Application Of Diffusion Of Innovations For Modeling The Spread Of Conservation Behaviors, Matt Clark, Jeffrey Andrews, Vicken Hillis

Human-Environment Systems Research Center Faculty Publications and Presentations

The study of community-based conservation is challenged by a large number of important variables and nonlinear dynamics. This complexity has made quantitative and comparative analyses notoriously difficult. Here, we argue that analyzing the emergence and persistence of community-based conservation institutions as an emergent phenomenon of individual decision-making can yield important quantitative insights. We first review diffusion of innovations theory (DOI) and the broader field of cultural evolution. We then simulate data on community adoption of a conservation institution, contingent on feedbacks between individual behavior and environmental processes. We demonstrate that fitting these data to differential models of disease transmission, on …

Snapshots Of Coastal Ecology During Glacial And Deglacial Intervals: A Multiproxy Assessment Of Northern Gulf Of Mexico Sediment Cores, Kendall Emilie Brome

LSU Master's Theses

Terrestrial ecosystems along exposed continental shelves during times of relatively low sea level and glaciation are rarely preserved due to the mechanically erosive nature of marine transgression and regression. In this study, I investigate the geochemical and palynological characteristics of two well-preserved sites in the northern Gulf of Mexico (NGOM) to determine the ecologic settings and subsequent mechanisms of preservation in this region. Both sites contain preserved terrigenous sediments of previously exposed coastal margins; the first is located at the Alabama Underwater Forest (~13 km south of Gulf Shores, AL, at ~15 mbsl), and optically stimulated luminescence dates to 72–56 …

Emerging Trends In Cybercrime Awareness In Nigeria, Ogochukwu Favour Nzeakor, Bonaventure N. Nwokeoma, Ibrahim Hassan, Benjamin Okorie Ajah, John T. Okpa

International Journal of Cybersecurity Intelligence & Cybercrime

The study examined the current trend in cybercrime awareness and the relationship such trend has with cybercrime vulnerability or victimization. Selecting a sample of 1104 Internet users from Umuahia, Abia State, Nigeria, We found that: 1) awareness of information security was high in that about 2 in every 3 (68%) participants demonstrated a favorable awareness of information security and cybercrime. It was, however, revealed that such a high level of awareness could be partial and weak. 2) most Internet users demonstrated the awareness of fraud-related cybercrime categories (39%), e-theft (15%), hacking (12%), and ATM theft (10%). However, they were rarely …

2022 Celebration Of Scholarship, Creativity, And Engagement, Todd Bruns, Beth Heldebrandt

Programs

At this annual celebration, the entire Division of Academic Affairs is pleased that the important work of faculty continues and evolves as EIU’s professors have individually and collectively redefined the boundaries of scholarship, creativity, and innovation for the emerging post-COVID era. Indeed, we are excited to come together to celebrate the achievements and outstanding contributions of our colleagues and students to their disciplines and professions. And, as the following pages illustrate, faculty have engaged in continuing scholarly and creative activities that have provided outstanding mentoring experiences for our undergraduate and graduate students.

In addition to sharing faculty productivity, research excellence …

Diagnosing The Present With An Ecotopian Lexicon, Chirag Giri, Adam Liebman

Annual Student Research Poster Session

The book An Ecotopian Lexicon (2019) presents a collection of thirty terms and concepts from speculative fiction, anthropology, and the sociology of subcultures, each explored by a different author. The lexicon intends to address our collective “poverty of imagination” when it comes to avoiding global environmental collapse and building a different world, evidenced by the increasing dominance of apocalyptic narratives in popular culture. Although the book’s primary aim is to explore diverse concepts for imagining better futures, we have analyzed the form and content of the book for what they tell us about the present.

The Emergence Of Convergence, Shana M. Sundstrom, David G. Angeler, Jessica G. Ernakovich, Jorge H. Garcıá, Joseph A. Hamm, Orville Huntington, Craig R. Allen

School of Natural Resources: Faculty Publications

Science is increasingly a collaborative pursuit. Although the modern scientific enterprise owes much to individuals working at the core of their field, humanity is increasingly confronted by highly complex problems that require the integration of a variety of disciplinary and methodological expertise. In 2016, the U.S. National Science Foundation launched an initiative prioritizing support for convergence research as a means of “solving vexing research problems, in particular, complex problems focusing on societal needs.” We discuss our understanding of the objectives of convergence research and describe in detail the conditions and processes likely to generate successful convergence research. We use our …

Barriers To Student Engagement With Waste Diversion: Recycling And Composting Practices On The University Of Denver Campus, Izzy Beltran, Madeline Bonner, Dan Oxendine, Jason Tipler, Jules Mello, Tommy Dainko

Anthropology: Undergraduate Student Scholarship

This project sought to investigate barriers, facilitators, and behavioral patterns related to waste diversion on the University of Denver (DU) campus. In general, waste diversion can be defined as the methods of disposing of waste that prevent it from being deposited in a landfill. At the University of Denver, waste diversion is achieved primarily through recycling and composting. It is these two methods that our report will focus on.

¿Cuál Es El Futuro Del Sistema Alimentario En Argentina? El Rol De Los Talleres De Alimentación Sana, Segura Y Soberana Del Área De Alimentación De La Utt En La Lucha Por La Agroecología Y La Soberanía Alimentaria, Gabriela Nahm

Independent Study Project (ISP) Collection

En 2022, con el contexto de la pandemia COVID-19, la crisis climática, la guerra Russo-Ucraniana y la crisis económica, el mundo ha visto los mayores precios de los alimentos en la historia, desproporcionadamente afectando los países y las poblaciones más vulnerables. En los dos lados de la malnutrición, ambos niveles de hambre y de obesidad están aumentando. Es decir que el mundo está en una crisis alimentaria. Si esta crisis existe por el mundo, Argentina y su sistema alimentario hegemónico, controlado por las empresas multinacionales, no puede ser excluido; de hecho, este sistema es uno que produce hambre y que …

Is It Useful? Orthophosphate Mapping Of An Excavated Cellar Of A Mid 1700’S Tavern In New London Va, Thomas M. Bender, Randy Lichtenberger

Faculty Publications and Presentations

The partially backfilled cellar of Mead’s Tavern (VDHR # 015-0120) a circa 1760’s building in New London Virginia, was studied by orthophosphate (PO₄³) mapping of the recently exposed, culturally sterile, subsoil floor. Prior studies of the cellar had exposed a hearth along with features that were speculated to be wall partitions for subdivision of the cellar. The full intended purpose for those exposed features is unknown. To further probe that exposed subsoil prior to a major engineering stabilization of the tavern’s foundation, a chemical mapping of surface PO₄^3- levels in the cellar was done. The …

Could A More Limited Environmental Goods Agreement Resolve Continued Issues In Cities Compliance?, Andrew Coccoli

William & Mary Environmental Law and Policy Review

This Note will adopt an economic perspective while advocating for the most sustainable practices in natural resources management. It will first conduct a series of case studies of natural resources for which there is transnational or international demand, but unsustainable management. While CITES-listed resources will be considered with particular attention, unlisted and more conventional resources will also be considered. In its second part, this Note will consider mechanisms currently available in international trade to accommodate environmental progress, then will set forth various new measures the WTO could adopt to incentivize sustainable management of the Part I resources. Part III will …

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.

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 …