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Sumedang Larang Heritage Trail Experience: Tracing Cultural Footsteps From The Ancient Palace To Traditional Citizens' Dwellings, Retno Raswaty
Sumedang Larang Heritage Trail Experience: Tracing Cultural Footsteps From The Ancient Palace To Traditional Citizens' Dwellings, Retno Raswaty
International Review of Humanities Studies
The heritage trail, or the tracing of historical footprints as an approach to preservation and cultural education in Sumedang Larang culture, will lead to an experience that opens insights into life in the old center of power to the residential patterns of citizens filled with wisdom. As a cultural landscape, the traces of Sumedang Larang are still alive in urban spaces, sites, social practices, and the current residential layout of the community. Through a space-reading based on walking, this article outlines major points of interest such as the town square (alun-alun), the palace or museum, pilgrimage sites, old paths, strategic …
Geopolitical Legitimacy Contestation Of The 2026 Iran War In Al-Jazeera: A Critical Discourse Analysis, Doni Firdaus, Fahmy Lukman
Geopolitical Legitimacy Contestation Of The 2026 Iran War In Al-Jazeera: A Critical Discourse Analysis, Doni Firdaus, Fahmy Lukman
Journal Of Middle East and Islamic Studies
This study investigates the discursive strategies and geopolitical legitimacy contestation surrounding the 2026 conflict between Iran, the United States, and Israel, as reported by Al-Jazeera Arabic. Utilizing Norman Fairclough’s three-dimensional Critical Discourse Analysis (CDA) framework-comprising textual analysis, discourse practice, and sociocultural practice-the research decodes how media language constructs power relations and ideological hegemony. The data is sourced from ten purposively sampled Al-Jazeera reports, spanning multiple journalistic genres, published between February and March 2026. The findings reveal a significant discursive shift in Al-Jazeera's editorial framing. Textually, the use of symmetric prepositions such as "بين" (between) and the juxtaposition of …
Development Of A Project-Based Learning-Based Digital Module For Poster-Making In Indonesian Language Learning To Support Creative Thinking Of Third-Grade Elementary Students, Rina Ayuwati, Syarip Hidayat, Seni Apriliya
Development Of A Project-Based Learning-Based Digital Module For Poster-Making In Indonesian Language Learning To Support Creative Thinking Of Third-Grade Elementary Students, Rina Ayuwati, Syarip Hidayat, Seni Apriliya
Journal of ICSAR
The development of digital learning resources has become increasingly important in elementary education to support twenty-first-century competencies, particularly creative thinking. In Indonesian language learning, poster-making activities provide opportunities for students to express ideas through verbal and visual elements; however, classroom practices are still often dominated by teacher-centered instruction and limited use of interactive media that accommodate diverse learner needs. This study aimed to develop a Project-Based Learning (PjBL)-based digital module for poster-making to support the creative thinking skills of third-grade elementary school students. The study employed Design-Based Research (DBR), consisting of four stages: needs analysis, design and development, implementation, and …
The Construction Of Learning Identity In Students With Intellectual Disabilities In Elementary Schools Providing Inclusive Education, Rosiana Rahayu, Sriyanto Sriyanto, Ana Andriani, Anang Widhi Nirwansyah
The Construction Of Learning Identity In Students With Intellectual Disabilities In Elementary Schools Providing Inclusive Education, Rosiana Rahayu, Sriyanto Sriyanto, Ana Andriani, Anang Widhi Nirwansyah
Journal of ICSAR
Suboptimal social support in inclusive education hinders the formation of a learning identity for students with intellectual disabilities. This study aims to identify the characteristics of learning needs, analyze the forms of social support received, and explain their contribution to the construction of a learning identity for students with intellectual disabilities. The study used a qualitative approach with an interpretive phenomenological design. Participants comprised four students with mild and moderate intellectual disabilities, three classroom teachers, two principals, and two parents/guardians, selected through purposive sampling from three inclusive elementary schools in Banyumas Regency. Data were collected through semi-structured interviews, non-participant observation, …
Managerial Leadership Of School Principals In Implementing Inclusive Education: A Qualitative Study In Public Elementary School, Rika Septiyani, Soedjono Soedjono, Widya Kusumaningsih
Managerial Leadership Of School Principals In Implementing Inclusive Education: A Qualitative Study In Public Elementary School, Rika Septiyani, Soedjono Soedjono, Widya Kusumaningsih
Journal of ICSAR
Inclusive education has become a strategic policy within the national education system aimed at ensuring equal learning opportunities for all students, including those with special needs. Its successful implementation at the school level largely depends on the principal’s managerial leadership capacity. This study aims to analyze the principal's role as a manager in implementing inclusive education at SD Negeri Panjang Wetan 03, Pekalongan Utara District, Pekalongan City. The research employed a qualitative case-study design. Data were collected through in-depth interviews, participatory observations, and document analysis, and analyzed using data reduction, data display, and conclusion-drawing techniques, with triangulation to ensure data …
Analysis Of The Needs Of Interactive Learning Media For Early Reading For Children With Autism In Special Schools, Yunita Maiza, Antoni Tsaputra, Rahmahtrisilvia Rahmahtrisilvia
Analysis Of The Needs Of Interactive Learning Media For Early Reading For Children With Autism In Special Schools, Yunita Maiza, Antoni Tsaputra, Rahmahtrisilvia Rahmahtrisilvia
Journal of ICSAR
Early reading skills are a fundamental component of children’s literacy development, including for children with autism who require adaptive and individualized learning approaches. However, learning media used in Special Needs Schools (SLB) are still predominantly conventional and less effective in maintaining students’ attention and engagement. This study aims to analyze the needs for interactive learning media in early reading among children with autism, drawing on teachers' experiences, observations of student behavior, and perceptions of technology use. This study employed a mixed-methods sequential explanatory design involving four special education teachers and four children with autism aged 6–9 years in a special …
Sociological Inquiry Into Inclusion, Identity, And Educational Practices For Children With Disabilities In A Special Needs Foundation In Indonesia, Nurcholis Sunuyeko, Jasuli Jasuli, Rochsun Rochsun
Sociological Inquiry Into Inclusion, Identity, And Educational Practices For Children With Disabilities In A Special Needs Foundation In Indonesia, Nurcholis Sunuyeko, Jasuli Jasuli, Rochsun Rochsun
Journal of ICSAR
This study explores how inclusive policies, identity formation, and adapted teaching practices interact to shape educational experiences for children with disabilities at Bhakti Luhur Foundation Malang, a special-needs foundation in Indonesia that provides residential care and educational services for orphaned children with disabilities. Using a qualitative case study approach, data were collected through in-depth interviews with three key informants: a principal, a classroom teacher, and a shadow teacher, supported by observations and document analysis. Data were analyzed using the interactive model of qualitative analysis. The findings indicate that inclusion is understood and enacted differently across institutional roles. While the principal …
Development Of Canva Ai-Assisted Learning Media To Enhance Beginning Writing Skills In First-Grade Elementary School Students, Nina Andiani
Development Of Canva Ai-Assisted Learning Media To Enhance Beginning Writing Skills In First-Grade Elementary School Students, Nina Andiani
Journal of ICSAR
This study aimed to develop Canva AI-assisted learning media to support beginning writing skills among first-grade elementary school students in an inclusive classroom context. The study used a Research and Development design with the ADDIE model, consisting of analysis, design, development, implementation, and evaluation stages. The participants were 40 first-grade students at SDN 3 Girimukti, Cisaga District, Ciamis Regency. The media were developed to address the limited use of interactive, accessible learning materials in beginning writing instruction. It was designed with visual prompts, simple navigation, clear instructions, and gradual writing activities to support students with diverse learning needs, including those …
From Words To Form: Disability In Contemporary Italian And Italian American Literature, Arianna Salomon
From Words To Form: Disability In Contemporary Italian And Italian American Literature, Arianna Salomon
Electronic Theses and Dissertations 2020 - Present
This dissertation traces nearly fifty years of representations of disability, understood as a cultural category, from the late 1970s to the early 2020s, in two interconnected traditions: Italian and Italian American literature. In particular, it explores how disability reshapes the act and aesthetics of writing in contemporary Italian and Italian American novels and memoirs. Given the field’s relative newness, the substantial groundwork still required, and the many connections between literature and disability, this dissertation uses nine case studies with a balanced pairing of Italian and Italian American works in each chapter: Carmelo Samonà’s Fratelli (1978) and Tina De Rosa’s Paper …
Governance, Culture, And Law: The Expanding Scope Of Environmental Science And Sustainable Development Research, Ahyaudin Sodri, Herdis Herdiansyah
Governance, Culture, And Law: The Expanding Scope Of Environmental Science And Sustainable Development Research, Ahyaudin Sodri, Herdis Herdiansyah
Journal of Environmental Science and Sustainable Development
Environmental science emerged as a discipline based on physical measurements, such as soil pollutant levels (Ailijiang et al., 2022), ecological restoration (Yue et al., 2026), city surface temperature (Shafizadeh-Moghadam et al., 2025), and microbial density in air samples (Hayleeyesus & Manaye, 2014). However, its objects of study increasingly extend beyond the confines of the laboratory. Questions that were once sufficiently answered with measurement data now require answers through draft laws, Constitutional Court decisions, financial reports of mining companies, and even traditional ritual discourses governing community access to forests. In other words, environmental …
Productive Zakāh, Service Quality, And The Welfare Of Zakāh Beneficiary Via Economic Empowerment In Indonesia, Hariya Toni, Muhammad Hisyam Syafii
Productive Zakāh, Service Quality, And The Welfare Of Zakāh Beneficiary Via Economic Empowerment In Indonesia, Hariya Toni, Muhammad Hisyam Syafii
Journal of King Abdulaziz University: Islamic Economics
This study investigates how productive zakāh management and service quality influence the welfare of zakāh beneficiary (mustahik), with economic empowerment positioned as a mediating construct within the zakāh ecosystem of Sungai Penuh City. Using a quantitative explanatory design and SEM‑PLS analysis, the research surveyed mustahik who received productive zakāh through a structured sampling procedure. The findings demonstrate that both effective management of productive zakāh and high‑quality institutional services significantly enhance mustahik’s welfare. Among the examined variables, economic empowerment emerges as the most influential factor, acting as a partial mediator that strengthens the relationship between institutional practices and …
Politeness Theory Sa Konteksto Ng Mamasapano-Era Senate Hearing: Pagsusuri Ng Interaksyon Ng Mga Senador At Resource Speaker, Eduardo Teodoro B. Ramos Jr.
Politeness Theory Sa Konteksto Ng Mamasapano-Era Senate Hearing: Pagsusuri Ng Interaksyon Ng Mga Senador At Resource Speaker, Eduardo Teodoro B. Ramos Jr.
Social Sciences and Development Review
Senate hearings are defined as a type of public political discourse that is rich in interpersonal communication. Among of the characteristics of a senate hearing are senators’ adopting of the roles of investigator and interrogator; prevalence of interactivity between senators and resource persons; dominance of formality, which is palpable especially in status-related differences between senators and resource persons; and accessibility to the general public through live broadcasts on traditional and social media. This study is anchored on Brown and Levinson’s Politeness, which focuses on positive and negative politeness strategies. The data used consisted of transcripts from the senate hearing on …
Pragmatic Analysis Of Ai Image-To-Text Generation: The Case Of Chatgpt, Grok, And Gemini, Ariel U. Bosque
Pragmatic Analysis Of Ai Image-To-Text Generation: The Case Of Chatgpt, Grok, And Gemini, Ariel U. Bosque
Social Sciences and Development Review
The study aims to conduct a comparative analysis of ChatGPT, Grok, and Gemini to evaluate their capacities in image-to-text generation. The researcher utilized three AI-generated image prompts from Canva, which were processed through the mentioned generative AI (GenAI) models. With the aid of a standardized text prompt, each model was instructed to produce eighteen descriptive sentences corresponding to the prompts. The study examined the contextual alignment, pragmatic appropriateness, as well hallucinations and pragmatic errors present in the generated sentences through pragmatic analysis. The analysis revealed the use of appropriate referents, modal markers, and descriptive details that contributed to contextually and …
Paghu-Bad Sa Kainayahan Sa Piling Kuwentong Pambata: Pagpopook Sa Lumad Ng Mindanao, Alyssa M. Teodoro, Federico B. Rivera Jr., Jamil Q. Carvajal
Paghu-Bad Sa Kainayahan Sa Piling Kuwentong Pambata: Pagpopook Sa Lumad Ng Mindanao, Alyssa M. Teodoro, Federico B. Rivera Jr., Jamil Q. Carvajal
Social Sciences and Development Review
This study examines intersemiotic translation (from text to image) in three selected radical children’s stories from the Batang Katutubo Series published by Adarna House that depict the conditions of the Lumad communities in Mindanao: Sula Wants to Go to School, Laleng and the Mobile School, and Defenders of the Ancestral Land. The primary theoretical framework employed is Pereira’s (2008) methodology for translating words into images, which consists of three approaches: the literal translation of textual elements, the emphasis of specific narrative elements, and the adaptation of images to convey a particular ideology or artistic perspective. Roman Jakobson’s (1959) theory of …
Secondary Special Education Teachers’ Perspectives On Professional Socialization In A Maryland School District, Darice Mattie Holmes
Secondary Special Education Teachers’ Perspectives On Professional Socialization In A Maryland School District, Darice Mattie Holmes
Walden Dissertations and Doctoral Studies
The problem addressed in this study was the insufficient professional socialization of novice secondary special education teachers (SSETs), undermining their ability to adapt to school culture in a Maryland school district (MSD, a pseudonym). Grounded in Mayo's theory of human relations, the purpose of this study was to explore novice SSETs' perceptions of professional socialization through peers, professional development, or mentoring to adapt to the school culture at MSD. For this basic qualitative design, semistructured interviews were conducted with seven novice SSETs. The data were analyzed using Braun and Clarke's thematic analysis with Saldaña's coding strategies, yielding four themes: (a) …
Congestion Avoidance And Control In Internet Router Based On Fuzzy Aqm, Hanan M. Kadhim, Ahmed A. Oglah
Congestion Avoidance And Control In Internet Router Based On Fuzzy Aqm, Hanan M. Kadhim, Ahmed A. Oglah
Engineering and Technology Journal
The internet has made the world a little community, linking millions of people, organizations, and equipment for different purposes. The great impact of these networks in our lives makes their efficiency a vital matter to take care of, and this needs handling some problems including congestion. In this paper, the fuzzy-PID controller is used to control the nonlinear TCP / AQM model. This controller adjusts congestion of the computer network and commits controlled pressurized signaling features. Many experiments were carried out using different network parameter values, various queue sizes, and additional disturbances to verify the robustness and efficiency of the …
Age Estimation In Short Speech Utterances Based On Bidirectional Gated-Recurrent Neural Networks, Ameer A. Badr, Alia K. Abdul-Hassan
Age Estimation In Short Speech Utterances Based On Bidirectional Gated-Recurrent Neural Networks, Ameer A. Badr, Alia K. Abdul-Hassan
Engineering and Technology Journal
Recently, age estimates from speech have received growing interest as they are important for many applications like custom call routing, targeted marketing, or user-profiling. In this work, an automatic system to estimate age in short speech utterances without depending on the text is proposed. From each utterance frame, four groups of features are extracted and then 10 statistical functionals are measured for each extracted dimension of the features, to be followed by dimensionality reduction using Linear Discriminant Analysis (LDA). Finally, bidirectional Gated-Recurrent Neural Networks (G- RNNs) are used to predict speaker age. Experiments are conducted on the VoxCeleb1 dataset to …
Implications Of Similarities And Differences Amongst Media Literacy Skills And Trust Across Communities Of Color, Erica Weintraub Austin, Nadia Ishrat Alamgir, Alexandra Elenitsa Fil, Sultana Ismet Jerin, Di Mu, Albert Junior Nyarko, Folake Racheal Okor, Pearl Omolara Oladele, Hae Yeon Seo, Andrew D. Sutherland
Implications Of Similarities And Differences Amongst Media Literacy Skills And Trust Across Communities Of Color, Erica Weintraub Austin, Nadia Ishrat Alamgir, Alexandra Elenitsa Fil, Sultana Ismet Jerin, Di Mu, Albert Junior Nyarko, Folake Racheal Okor, Pearl Omolara Oladele, Hae Yeon Seo, Andrew D. Sutherland
Journal of Media Literacy Education Pre-Prints
A 2020 survey of U.S. adults found that nonwhite respondents tended to report lower levels of media literacy than white respondents. However, their media literacy skills were associated with better COVID-19 knowledge and less acceptance of COVID-19 disinformation. This secondary analysis of the dataset (N=1264) explored how aspects of media literacy and media trust varied across communities of color. No significant differences in online information efficacy were found. White respondents scored higher than Hispanic/Latiné and Native American/Indigenous respondents on media literacy for source, and higher than Black and Hispanic/Latiné respondents on media literacy for content. White respondents also …
Normal Isn’T Neutral: How Health Education Shapes Body Bias In Future Nurses, Megan Spurlock
Normal Isn’T Neutral: How Health Education Shapes Body Bias In Future Nurses, Megan Spurlock
International Nursing Research Congress (INRC)
Pre-health and health students’ understanding of the human body is shaped by the curriculum used in anatomy and health education courses. These materials often present a narrow, idealized depiction of health and normalcy that does not reflect the diversity of real patient populations. Such portrayals can influence students’ perceptions of health, illness, and professional expectations in healthcare. Examining how educational materials construct the concept of a “normal” body is critical for fostering inclusive, equitable education and preparing providers to serve diverse populations effectively.
This study explores how pre-health and health education shape students’ perceptions of a healthy, normal body, focusing …
More Than A Voice: Interpreters As Cultural Brokers In Serious Illness Conversations, Katherine Doyon, Sadia Abdulkadir, Sarah Darney, Sunny Smart, Hannya Ornelas, Alice Mwamba, Adebusola Oluwatoba-Adeyemi
More Than A Voice: Interpreters As Cultural Brokers In Serious Illness Conversations, Katherine Doyon, Sadia Abdulkadir, Sarah Darney, Sunny Smart, Hannya Ornelas, Alice Mwamba, Adebusola Oluwatoba-Adeyemi
International Nursing Research Congress (INRC)
Background: In serious illness and end-of-life care, effective communication is critical to honoring patients’ values and goals. For patients with refugee backgrounds, healthcare encounters may also evoke distress or (re)traumatization due to past experiences of displacement, persecution, or medical mistrust. Interpreters are essential in facilitating understanding and emotional safety. Yet, their role often extends beyond that of neutral language conduits, they act as cultural brokers, bridging cultural and religious divides, buffering emotions, and fostering trust between refugees and the healthcare team.
Objective: To explore how medical interpreters experience their role as cultural brokers in serious illness conversations.
Methods: A 126-minute …
Iterative Computational Ethnography, Digito-Vernacularisation, And Transcultural Policing In The Global South Asian Communities: An Emergent Research Agenda For Transdisciplinary Hate Studies, Sandhya Irina Fuchs
Socio-Legal Review
This Article proposes a new transdisciplinary agenda for global hate studies by connecting previously separate debates in anthropology and criminology. It draws on ongoing ethnographic and computational research, which investigates how Hindu nationalist (Hindutva) hate speech originating in India facilitates distinct forms of ethnic and religious exclusion in the United Kingdom and South Africa - two Indian diasporic centres that have recently witnessed escalating Hindu-Muslim conflict in markedly different ways. The Article aims to answer the following question: what forms of transdisciplinary dialogue and conceptual innovation must social scientists engage in to understand how local cultural, legal, and historical factors …
Accessible Media Literacy Education: A Universal Design For Learning Framework For Including Disabled And Deaf Learners, Author Information Removed
Accessible Media Literacy Education: A Universal Design For Learning Framework For Including Disabled And Deaf Learners, Author Information Removed
JMLE Submissions Open for Review
Media literacy education has built a robust evidence base for interventions that strengthen resilience to misinformation, yet its pedagogies presuppose a nondisabled learner: participants with disabilities are rarely reported, materials are rarely accessible by design, and disability is absent from the field's equity turn. Disabled and deaf learners consequently face a double exclusion, from the media environment by inaccessibility and from media education by protectionist safeguarding. This conceptual article develops the Accessible Media Literacy Education (AMLE) framework through a four-step synthesis of three literatures: media literacy education, research on disabled and deaf people's media practices, and Universal Design for Learning. …
Identity, Needs, And Conflict Online: Understanding Cultural Fragmentation In The Black Diaspora, Imhile Omosede Dora Akpata
Identity, Needs, And Conflict Online: Understanding Cultural Fragmentation In The Black Diaspora, Imhile Omosede Dora Akpata
Dissertations and Theses
This study examines how identity formation, intra-diaspora tensions, and social media interactions contribute to fragmentation within the Black diaspora. While existing scholarship, including work by Godfried Asante and Elizabeth Chacoko has emphasized the fluid and socially constructed nature of Black identity, less attention has been given to how these processes operate in practice across diverse diasporic groups and how they are intensified in digital environments. This research addresses this gap by analyzing how individuals negotiate Black identity, how tensions emerge within the diaspora, and how social media shapes and amplifies these dynamics.
Drawing on Social Identity Theory developed by Henri …
Agentic Ai System For Multimodal Event Analytics And Narrative Generation, Huanhuan Wang, Jun Hui Au, Sherelyn Wan Quan Chan
Agentic Ai System For Multimodal Event Analytics And Narrative Generation, Huanhuan Wang, Jun Hui Au, Sherelyn Wan Quan Chan
Defensive Publications Series
An agentic artificial intelligence system for multimodal event analytics and narrative generation includes a multi-layer computational framework configured to autonomously acquire, transform, integrate, and produce event-related analytics. The system includes an event parameterization interface configured to receive user-defined parameters, a specialized orchestration engine configured to coordinate workflow and trigger parallel data processing streams, and a context formulation layer comprising a semantic data synthesis module, a public data extraction module, and a function calling module. The system includes a knowledge integration layer comprising a domain style and context adaptation module, a conflict resolution module configured to utilize a hierarchical dependency graph …
Integrated Construction Uncertainty Quantification Framework Icuqf, Felix Delmonte
Integrated Construction Uncertainty Quantification Framework Icuqf, Felix Delmonte
Mechanical and Civil Engineering Faculty Publications
This study develops ICUQF, an integrated uncertainty framework for digitally instrumented construction megaprojects that unite probabilistic simulation, fuzzy reasoning, Bayesian networks, AI-driven anomaly detection, BIM-linked digital twins, and organizational learning into a single operational architecture. The framework classifies uncertainty into aleatory variability, epistemic gaps, data-centric and model-centric risks, and cognitive or cultural sources, mapping each class to computational treatments such as Monte Carlo engines for stochastic variability, fuzzy intervals and p-boxes for imprecise expert judgments, and hierarchical Bayesian models for coherent evidence aggregation and online updating. ICUQF specifies data pipelines that connect IoT sensing, edge processing, cloud storage, and Common …
Book Review: A People Destroyed: New Research On The Roma Genocide, 1941–1945, Elizabeth Graham
Book Review: A People Destroyed: New Research On The Roma Genocide, 1941–1945, Elizabeth Graham
Genocide Studies and Prevention: An International Journal
No abstract provided.
Nurse-Led Quality Improvement Asthma Self-Management In Primary Care, Jolene Steinert-Abderhalden
Nurse-Led Quality Improvement Asthma Self-Management In Primary Care, Jolene Steinert-Abderhalden
DNP Projects
Background:
Poorly controlled asthma contributes to preventable morbidity, yet many adults lack consistent self-management support. Local Problem: Baseline assessment at a rural Midwestern clinic revealed limited asthma knowledge, inconsistent action-plan use, and low confidence among adults with Asthma Control Test (ACT) scores below 20.
Methods:
This quality improvement project used a pre- and post-intervention design guided by Lean methodology and the Plan-Do-Study-Act (PDSA) framework. Interventions: Registered nurses delivered standardized asthma education, inhaler-technique review, and action plan reinforcement with monthly structured follow-up for 16 weeks.
Results:
Among four enrolled participants, three completed follow-up. Mean ACT scores improved from 17.5 at baseline …
Unbroken Sovereignty: Land, Water, Education, And Nakoda And Oc̣Eti Ṡaḳowiŋ Tribes Of The Fort Peck Indian Reservation, 1850–1935, Richard Joseph Maska
Unbroken Sovereignty: Land, Water, Education, And Nakoda And Oc̣Eti Ṡaḳowiŋ Tribes Of The Fort Peck Indian Reservation, 1850–1935, Richard Joseph Maska
History ETDs
This dissertation explores the intersection of sovereignty and development among the Nakoda (Assiniboine) and Oc̣eti Ṡaḳowiŋ (Sioux) Tribes of the Fort Peck Indian Reservation during the late nineteenth and early twentieth centuries. Methodologically, it draws on a critical reading of archival sources in conjunction with community input. It traces the emergence of reservation policy, government sponsored education, the imposition of allotment policy and private landownership, and the impact of state-sponsored irrigation and other development projects. I argue that the Tribes forged webs of affiliation and kinship to both assert their nationhood and navigate their involvement in such projects. These expressions …
Gradients Of Abandonment, William Tatman
Gradients Of Abandonment, William Tatman
Geography ETDs
As urban-rural disparities drive depopulation in rural areas worldwide, local strategies emerge as pathways for resilience. Research on Ojika, a Japanese island that has lost 75% of its population since the 1960s, reveals an Abandonment Gradient: a nuanced pattern of disuse adapted to modern polycrises. Extending the concept of "lying fallow" to homes and infrastructure, this thesis focuses on abandonment practices that reflect complex realities of labor, capital, and climate uncertainty. Rather than viewing depopulating communities as passive victims of out-migration, this paper argues they are critical sites for generating crisis response. Communally crafted attitudes toward unused space and more-than-human …
Ai-Powered Resume Screening, Sang Suh, Numery Zaber
Ai-Powered Resume Screening, Sang Suh, Numery Zaber
Faculty Publications
Traditional resume screening is manual, slow, and susceptible to bias, and it struggles to keep pace with today’s application volumes. This paper presents a dual-engine, AI-powered resume screening system designed for transparency and reproducibility. The primary (classical) pipeline encodes resumes and job descriptions using Sentence-BERT (SBERT), computes a resume–job match score via cosine similarity, classifies candidates into 25 job categories using XGBoost, and provides model interpretability through SHAP. In parallel, a prompted large language model (LLM) baseline (GPT-4o/4o-mini) outputs a match score and predicted category for comparative analysis. A Streamlit-based interface integrates both engines to support recruiter workflows and human-in-the-loop …