Digital Commons Network^™

Ai As An Amplifier: A Structural Account Of Theory-Driven Research Collaboration, Griselda Poe

Publications and Research

This paper specifies the cognitive conditions under which AI functions as a research instrument in theory-driven writing. AI use capability is not a technical skill. It is a structural condition. The decisive condition is whether the user possesses an internally stabilized, coherence-preserving theory prior to engagement with AI-generated output. In Core-foregrounded (CF) cognition, the Modulation layer does not intervene between Core processing and articulation. Theory is not assembled from external elements but expanded from a pre-integrated constraint configuration. This internal structure makes it possible to evaluate AI-generated conceptual branches against fixed constraints and to terminate branches that violate structural coherence. …

Mall For Lifelong Learning: Older Adults’ Self-Directed Language Learning Via Duolingo, Jihye Kim

USF Tampa Graduate Theses and Dissertations

Mobile-Assisted Language Learning (MALL) has proliferated due to rapid technological advancements, enabling language learning anytime, anywhere. Among these technologies, commercial applications such as Duolingo have achieved global popularity across diverse age groups. Despite this, research examining efficacy and User Experience (UX) has predominantly focused on undergraduate populations or formal educational settings. While a limited number of studies have explored populations outside university contexts (e.g., Puebla et al., 2022; Rosell-Aguilar, 2018), there remains a scarcity of research regarding the MALL experiences of older adults (aged 60 and above) in informal settings.

Taking a concurrent mixed-methods approach with an emphasis on qualitative …

The Psychometric Use Of Word Embeddings, Thomas Benjamin Lyle Wasden

Doctoral Dissertations and Projects

This quantitative study examined the feasibility of categorizing individuals by English-language competency using word embeddings derived from language samples obtained from these individuals and by viewing word embeddings as a psycholinguistic construct. Word embeddings have been shown to be a versatile tool for performing a large number of important natural language processing (NLP) tasks, as well as a plausible model for some processes in the human mind, including processes within the domain of psycholinguistics. This research seeks to build upon previous research by showing that word embeddings may shed light on the underlying neural representation of semantic entities being acquired …

Numerals And Other Means Of Expressing Plurality In Language And Thought: A Developmental Perspective Across Cultures., Giovanni Giuseppe G.G. Nicosia Prof.

Numeracy

Several ancient languages use linguistic structures to differentiate between singular, dual, and plural forms that are used when one, two, or many objects are referenced. (Some languages go further, adding a trial form to differentiate two from three.) In many modern languages, numerals are used to convey precise number. After reviewing a range of ways languages express number (including the interesting case of Pirahã which does not express precise number), the paper concludes with a proposed developmental path for the expression of quantity in languages.

Investigating The Impact Of Gamification And Humor On Student Engagement In An Esl Classroom, Joshua F. Filipowski

Wellspring: A Practitioner-Oriented Journal of Literacy and Language Education

This study explores the impact of gamification and humor on middle school students' engagement, participation, and learning outcomes. The researcher, an ESL teacher, sought to address students' boredom and disengagement by introducing games and humor into the classroom. The study involved 12 middle school English learners and employed both qualitative and quantitative methods, including journal entries, focus groups, and participation tracking. Findings indicated that students were more engaged and willing to participate during gamified activities, with slight but significant improvements in quiz scores. Students expressed a preference for jokes and games over traditional methods. The research suggests that incorporating humor …

The Contribution Of Local Wisdom In The Nagasasra Textbook As Support For The Pancasila Student Profile Strengthening Project (P5), Nurhidayati Nurhidayati, Suwarna Suwarna, Sri Hertanti Wulan, Nujumun Niswah, Laura Zarbaliyeva

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

The Merdeka Curriculum places strong emphasis on students' character development, which is operationalized through the Pancasila Student Profile Strengthening Project (P5) comprising six core dimensions. As one of the primary curricular resources, textbooks are expected to reflect and mediate these character values in classroom learning. This study aims to examine the contribution of Javanese local wisdom represented in the Nagasasra textbook to supporting the implementation of P5. Employing a qualitative descriptive design, this research adopts a document-based analysis of the Nagasasra Javanese language textbooks for grades X, XI, and XII. Data were collected using a read-and-record technique and analyzed through …

The Politics Of Remembering: Reconfiguring The Diorama Of Monas As Augmented Living Document, Suprayitno Suprayitno, Zulfatun Sofiyani, Rahmi Rahmi

Proceedings from the Document Academy

This paper examines the Monas diorama as a central apparatus in Indonesia’s politics of remembering, whose narrative consolidation during the New Order rendered it a state-authored monument of national memory. Drawing on Foucault’s distinction between monument and document, Ferraris’s ontology of documentality, and Perret’s concept of document design as projective epistemology, the study reframes the diorama as a documentary assemblage shaped by inscription, power, and institutionalized forgetting. Through diachronic, synchronic, comparative, and experimental analyses, the paper diagnoses failures across the physical, social, and cognitive dimensions of Monas as a document, revealing narrative authoritarianism, representational rigidity, and the absence of plural …

Cerebral Documents And Algorithmic Sensemaking: Searching For Expressions In Human And Artificial Cognitive Collaborations, Rebekah L. Cowell

Proceedings from the Document Academy

Generative Artificial Intelligences (AIs) and current advanced large language models (LLMs) are algorithmically designed to generate text-based conversations as conversational agents (CAs), by replicating human language and conversational communication. Pairing human cognition with generative computationally coded cognition. We have never been here before: cerebral and artificial information collaborations and processing producing expressions that may or may not become visible as second-hand/secondary source documents.

Sensemaking or sense(un)making is a unique autonomous human drive cognitively, our information processing is sensemaking in action and expressions and articulations are evidence of the sensemaking cycle. Documentation [expressed or articulated through various mediums] are a product …

Docemes And Document Embeddings, John Kausch

Proceedings from the Document Academy

This position paper takes Niels’ Lund concept of doceme and applies it to an analysis of a contemporary information retrieval system for Wikipedia, constructed using the Vector Database system “Upstash Vector.” It begins with a theoretical analysis of the capacity for machine learning models to comprehend language, situating its position within that wide debate. It proceeds to discuss issues between the use of the term “semantic” in an data science vs. information science context. Finally, it applies theories from Lund’s doceme and Ron Day’s Documentarity to an analysis of the Upstash Vector dataset located on hugging face, closing with a …

Understanding Perceptions Of A Peruvian Local Market Program: A Reflexive Thematic Analysis, Rosmery Ramos-Sandoval Dr., Jano Ramos-Diaz

The Qualitative Report

Despite growing global interest in short food supply chains (SFSCs), little is known about how consumers in developing countries perceive these models, especially through digital platforms like social media. This study investigates how Twitter users represent and perceive SFSCs in the context of the Peruvian government´s “De la Chacra a la Olla” program. The study analyzed 1,167 tweets from Peruvian Twitter users referencing the hashtag #DeLaChacraALaOlla between 2014 and 2020, using reflexive thematic analysis within an exploratory case study framework to examine consumer perceptions of SFSCs. The analysis revealed three key themes in consumer perceptions of SFSCs on Twitter: direct …

Development Of Animation-Based Cooperative Learning Media On Lampung Folk Tales To Improve Learning Outcomes In Elementary School Students, Aprilia Nursanti, Farida Ariyani, Ryzal Perdana, Hendri Firmansyah

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This study aimed to develop and examine the feasibility and preliminary effectiveness of an animation-based learning medium integrated with Cooperative Learning for teaching Lampung folk tales in elementary schools. The study was motivated by low student achievement and the limited availability of culturally contextualized digital media in local language instruction. Using a Research and Development (R&D) approach, the learning media was developed through the ADDIE model, encompassing Analysis, Design, Development, Implementation, and Evaluation. The participants consisted of 25 fourth-grade students from SDN 3 Rajabasa, Bandar Lampung. Expert validation indicated a high level of feasibility, with an average score of 88%. …

Discourses On Homosexuality And The Paradox Of The Closet In The New Life (2023) By Tom Crewe, Paramita Ayuningtyas, Shuri Mariasih Gietty Tambunan, Asri Saraswati

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This article offers a critical examination of Tom Crewe's biographical novel The New Life (2023), focusing on its representation of homosexual subjectivity in Victorian England—a historical context defined by restrictive moral norms and punitive legal regimes that criminalised same-sex relationships. Drawing on Michel Foucault's theory of discursive power, Eve Kosofsky Sedgwick's concept of the closet, and Michael Boucai's topology of the closet, the study demonstrates that the novel portrays the closet not merely as a private site of concealment but as a complex social mechanism shaped by legal regulation, gender norms, and class-based power relations. Building on this theoretical framework, …

Visual Healing In Visual Communication Design: Exploring Calm Aesthetics For The Psychological Well-Being Of Urban Society, Siti Indah Lestari, Ivo Ramadhani

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This study investigates the concept of visual healing from a Visual Communication Design (VCD) perspective, focusing on its potential contribution to emotional comfort and psychological well-being among urban office workers. Contemporary workplace environments are increasingly characterized by prolonged screen exposure, dense visual information, and sustained cognitive demands, conditions that intensify visual fatigue and psychological strain. In this context, the study positions visual design not merely as an aesthetic practice, but as a psychologically responsive medium capable of shaping users' emotional experiences in everyday work settings. Employing a qualitative Research through Design (RtD) methodology, the study treats the design process as …

Structural Relationships Between Classroom Social Climate, Affective Factors And Willingness To Communicate Among International Mandarin Learners In Shandong, China, Muzi Li

Student Works (2020-2029)

This study addresses a critical gap in second language acquisition (SLA) research by investigating effects of classroom social climate (CSC) and affective factors on willingness to communicate (WTC) in both non-digital and digital contexts among international Mandarin learners. Although L2 Mandarin is expanding globally, limited research has examined the joining effects of CSC and affective factors on WTC across different learning environments. Employing a cross-sectional correlational dedign based on Self-Determination Theory and Broaden-and-Build Theory, data were collected from 390 L2 Mandarin learners in Shandong province, China, with 360 valid responses. Structural equation modeling (SEM) was employed to analyze the relationships …

Exploring The Landscape Of Ai In English Language Teaching: A Comprehensive Bibliometric Analysis, Zuliati Rohmah, Aura Bunga Tauhid

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This study provides a comprehensive bibliometric analysis of Artificial Intelligence (AI) applications in English Language Teaching (AI-ELT), focusing on global research trends, influential authors, and emerging themes from 1986 to 2024. The findings reveal a significant surge in AI-ELT publications since 2019, driven by technological advancements, the COVID-19 pandemic, and the growing integration of adaptive learning systems, natural language processing tools, and AI-driven chatbots. Notably, China leads in research output and citation impact, followed by contributions from Saudi Arabia, Indonesia, and the United States, underscoring regional disparities and opportunities for global collaboration. Key trends highlight the dominance of keywords like …

The Representation Of Law Enforcement Authorities’ Performance In Nbc News Coverage Of The Debanhi Escobar Case: A Dialectical Relational Approach, Rachim Satria Wicaksana, Nurhayati Nurhayati, Istiqamah Idrus Sere

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

NBC News, as an international media outlet, plays a significant role in shaping public perception and moral evaluation of social issues. Its coverage of the Debanhi Escobar case in Mexico has attracted widespread international attention, particularly in relation to the handling of feminicide by Law Enforcement Authorities. Within this context, the present study investigates how NBC News represents Law Enforcement Authorities in reporting the Debanhi Escobar case and how such representations construct moral and institutional evaluations. This study applies Fairclough’s Dialectical Relational Approach (DRA) to examine the relationship between textual strategies, social practices, and power relations embedded in media discourse. …

Finding Meaning In A Historical Fiction Of Cold War: A Case Study Of Pamuntjak’S Question Of Red, Margihon Bayu Putra Kaumpungan

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

The Cold War and its legacy in Southeast Asia, has been considered as one of the darkest parts of the region’s history including in Indonesia. Efforts to capture the painful memory of the Cold War had been established through various means including fictional storytelling. Among many literature discussing the dark history of the era, Laksmi Pamuntjak “Question on Red” had its distinctive presence since it was written in English. The utilization of English as a medium opens the door for English speaking readers to be able to dwell into a literature work that is considerably unfamiliar to their cultural context. …

Digital Disruption And Karawitan Recordings: Paradigm Shifts, Aesthetic Challenges, And Opportunities For Cultural Preservation, Iwan Budi Santoso, Bagong Pujiono, Darno Darno

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This article explores how digital recording practices, amid contemporary technological transformation, rearticulate the musical meaning of karawitan, reshape listening experience, and reorganize its modes of cultural circulation. The study is situated within broader scholarly debates on digital mediation, particularly concerning the shifting relationship between recorded sound and the socio-spatial and ritual contexts that have historically constituted karawitan performance. Using a descriptive qualitative case-study approach, the research draws on in depth interviews with musicians (pengrawit), scholars, distributors, and listeners, supported by observations of recording environments, patterns of online circulation, archival sources, and indicators of platform based distribution. The findings indicate that …

Religiosity And Ritual In The Novel Rangsang Tuban By Padmasusastra: Literary Anthropology Study, Anggra Dini, Endang Nurhayati, Suwardi Endraswara

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

Rangsang Tuban by Padmasusastra offers a rich portrayal of Javanese social life through its depiction of traditions, religious practices, and ritual activities that shape the narrative and its characters. This study aims to examine the representation of Javanese religiosity and ritual in the novel and to explore its relevance to contemporary society. The novelty of this research lies in its analysis of ritual practices as expressions of Javanese religious syncretism, revealing interactions between formal religions and local spiritual traditions. Employing a qualitative descriptive method within a literary anthropology framework, this study analyzes textual data in the form of selected quotations …

Environmental Graphic Design Of The Great Mosque Ornaments For Strengthening Demak City Branding As The City Of Wali, Agus Setiawan, Ahmad Akrom, Khamadi Khamadi, Khairul Mustaqin, Auria Farantika Yogananti

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This study explores the role of Environmental Graphic Design (EGD) derived from the ornamental heritage of the Great Mosque of Demak in strengthening Demak’s city branding as the “City of Wali” (Kota Wali). Motivated by the need for culturally grounded urban identity amid rapid modernization, the research examines how religious and historical visual elements can be translated into contemporary environmental design. The study adopts a descriptive qualitative approach informed by place branding and visual communication theory. Data were collected through field observations, visual documentation, interviews, and a literature review, followed by an analytical process that involved identifying local wisdom, interpreting …

Naturalness Of The Translation Of The Quranic Imperative Verses: A Comparative Study, Mohamad Zaka Al Farisi, Tatang Tatang, Mia Nurmala, Shofa Mushtofa Khalid

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

The aspects of translation acceptability are not related only to the accuracy and clarity of the translation. They also cover the naturalness of translation. This study aims to reveal the degree of translation naturalness of the Quranic imperative verses. This evaluative study compares the translations of the verses by the Ministry of Religious Affairs of the Republic of Indonesia (MORA) and the one made by Muhammad Thalib (MT). The study used embedded case study research. The findings of the study show that in general, the translations of the verses in the two versions have an acceptable degree of naturalness. However, …

Emotional Branch Termination And False Fantasy Collapse: A Structural Specification Of Computational Resource Restitution In Interpersonal Systems, Griselda Poe

Publications and Research

This paper specifies the structural protocol for communication within interpersonal systems by focusing on branch generation mechanisms and computational resource allocation. Conventional interpersonal communication often relies on emotional modulation, which obscures established constraints and triggers the generation of Emotional Branches (EB) within the recipient’s internal model. These branches function as unresolved parallel processing tasks that persistently occupy working memory, leading to a state of non-computability termed False Fantasy (FF). To resolve this, the study introduces Emotional Branch Termination (EBT)—a termination operation that outputs only constraints, facts, and procedures while excluding emotional modifiers. By halting the supply of EBs, EBT triggers …

On The Misattribution Of Reassurance: A Structural Account, Griselda Poe

Publications and Research

This paper challenges the conventional assumption that empathy generates reassurance in interpersonal services. Reassurance is treated not as an emotion transmitted from the outside, but as an internal state transition that arises when a fixed and erroneous world model—a False Fantasy—undergoes collapse and the world becomes computable again. The study identifies a systematic misattribution pattern where providers and receivers treat empathy as a causal mechanism rather than a post hoc explanatory label. By introducing Base AI as an external reference—a system capable of providing structural information without emotional modulation—this paper demonstrates that reassurance is generated through operations such as distraction …

Communication As Layered Architecture: Core Processing And Empathic Modulation, Griselda Poe

Publications and Research

This paper proposes a structural re-description of communication by separating Core processing from its social interface. Using the developmental sequence of Large Language Models (LLMs) as an external reference point, a layered architecture is identified, consisting of a foundational Core processing layer and a subsequent Empathic modulation layer.

The investigation begins with the observation that empathic signaling can obstruct rather than facilitate interaction for certain individuals. By examining the emergence of Base AI—Core processing prior to empathic adjustment—it is demonstrated that coherent, constraint-preserving interaction is possible without affective resonance.

Through this framework, existing cognitive theories and observed "deficits" are repositioned. …

Mind The Gap: Morphological Defectivity And Suffixal Competition In Polish, Szymon E. Zuberek

Dissertations, Theses, and Capstone Projects

This study investigates morphological defectivity and suffixal competition in the genitive singular of Polish masculine inanimate nouns. Drawing on survey-based grammaticality judgments from native speakers, it examines how respondents select between the suffixes -a and -u or reject both as unacceptable, thereby signaling defectivity. Mixed-effects logistic regressions revealed that defectivity was rare overall but patterned systematically by age, education, and region, with additional baseline variability across lexical items. Suffix choice showed a strong preference for -a, modulated by age, education, and region, with additional baseline variability across lexical items. These findings inform our understanding of paradigm structure, sociolinguistic variation, and …

Development Of The Active Participle Denoting Ongoing Aspect In Heritage Speakers Of Levantine Arabic In The Us, Reem Kanjawi-Faraj

Dissertations, Theses, and Capstone Projects

This study investigated the acquisition, development, and productivity of اسم الفاعل “ism il-fA؟el”, Active Participle (AP) when denoting ongoing aspect in the comprehension and production of heritage speakers (HSs) of Levantine Arabic (LA^[1]).  Ongoing aspect is mainly realized in Arabic by an inflected imperfective verb preceded by a progressive particle (PROG.V) and in certain cases b AP. Our study is comprised of four sub-studies: a Syrian Levantine Arabic (SLA) adult corpus analysis (production of PROG.V and AP/ CACeC template); a cross-sectional LA child heritage comprehension and production experiment (PROG.V and AP/ CACeC template) ; a longitudinal study of …

Typeface: Machine-Viewing Gentrification On Storefront Imagery In Bedford-Stuyvesant, Brooklyn, Alexander Mcquilkin

Dissertations, Theses, and Capstone Projects

Gentrification—broadly, the replacement of a less powerful group by a more powerful one in an urban context—is oft-discussed in the popular press, but its definition is much-debated in the urban planning literature. Furthermore, academic treatments of displacement understandably focus on measurable yet fairly abstract indicators like changes in rent or income, whereas neighborhood change is often registered by residents on the ground using visual, but difficult-to-quantify markers like retail turnover. This project uses image recognition technology on a set of storefront photos to index the visual streetscape of a neighborhood, as well as to track changes to that portrait over …

Introduction To Phonology Ling 323, Ibrahim Abu Elrob

Open Educational Resources

The sound system of languages and underlying representation of the sound structure and lexicon. Analysis of data from different languages; investigation of the differences and similarities in the sound systems of different languages. Exploration of language universals.

Sumthin: A Context-Dependent African American Vernacular English Word For Variables, Mark Apedo

Journal of Humanistic Mathematics

If mathematics is a language, then African American Vernacular English (AAVE) could hold the key to a fascinating understanding of the evolution of algebra from human speech in North America. The use of the pronoun something (sumthin) to depict an unknown amount of money that varies implies that algebra developed as a logical necessity in human communication. Exploring this phenomenon and leveraging it to demonstrate the concept of algebra could enhance the comprehension of the subject among speakers of AAVE.

Russia’S Soft Power In Nahdlatul Ulama’S Art Exhibition Russia-Indonesia: Within The Framework Of Art, Nurul Rahmawati, Ahmad Fahrurodji

International Review of Humanities Studies

This study analyzes the construction of Russian cultural diplomacy in news media coverage of art exhibitions. Russia-Indonesia: Within the Framework of Art. The research uses the method Critical Discourse Analysis with Norman Fairclough's model and concept soft power Joseph Nye and the skeleton Taxonomy of Soft Power from Ohnesorge to map actor relations in cultural diplomacy practices. The results show that Russia utilizes art, religious symbols, and collaboration with Nusantara Utama Gallery and the involvement of Nahdlatul Ulama (NU) artists as an instrument of soft power to build appeal and legitimacy among the Indonesian Muslim public through cross-media discourse …