Digital Commons Network^™

Designing Classifact: Towards A Transparent And Secure Platform For Stakeholder-In-The-Loop Data Annotation, Philippine Waisvisz

Communications of the IIMA

AI systems depend on human judgment, yet many annotation workflows are either designed for data-science specialists or managed through external commercial platforms. The first approach may demand more technical skills than relevant stakeholders possess. The second can require organizations to transfer data, expertise, and governance to an outside provider. Both can limit the involvement of people who understand what data means in its real-world context. Human-in-the-loop approaches introduce human judgment. Stakeholder-in-the-loop annotation focuses on selecting and organizing people whose contextual knowledge fits the AI application.

This paper presents Classifact, a transparent and secure platform for stakeholder-in-the-loop data annotation and validation. …

A Transformer-Based Approach With Data Augmentation For Multilabel Emotional Context Detection, Mohsin Hasan Hussein, Marem H. Abdulabas, Azha Talal Mohammed Ali, Homam Aziz Ghazi

Al-Bahir

Emotion identification in texts is becoming increasingly difficult because of the wide variety of ways emotions are represented. This study uses a fine-tuned Robustly Optimized Bidirectional Encoder Representations from Transformers Approach

(RoBERTa) to offer a Transformer-based model for identifying multilabel emotional context in textual data. To balance emotion categories and enhance the model's capacity for generalization, data augmentation is applied on two different datasets: Semantic Evaluation and Cross-lingual Emotion Dataset (SemEval and XED) English corpus. This stage is considered one of the most important steps in preprocessing as it greatly helps to improve the results. The RoBERTa model was then …

Hajj Pilgrimage And Spatial Behaviour In Sacred Space, Zuhriddin Juraev, Young-Jin Ahn, Ji-Yeong Gu

International Journal of Religious Tourism and Pilgrimage

This study examines the behavioural and spatial dynamics of the Hajj pilgrimage through the conceptual lens of behavioural geography, focusing on how sacred space, ritual choreography, and communal experiences shape religious engagement. Centred on the Kaaba and surrounding pilgrimage sites, this study explores how ritual practices such as Tawaf, Sa’i, and standing at Arafat construct immersive and affective experiences for pilgrims. Drawing on an interpretive analysis of visual and textual sources, the study argues that sacred space operates not only as a physical setting but also as a symbolic framework that mediates spiritual transformation and social cohesion. It also highlights …

The Reasons And Motivations For Unsafe Pilgrimage During Covid-19: Analysis Of Shiite Experiences Of Pilgrimage In The Last Days Of Safar In Iran, Hamdollah Sojasi Qeidari, Fahimeh Jafari

International Journal of Religious Tourism and Pilgrimage

Unsafe pilgrimage is defined a religious journey that may have life risks. From the outbreak of COVID-19, for instance, many people were infected and died, but despite the severe conditions all over the world including Iran, one of the most famous and biggest pilgrimage events was held in Mashhad, Iran. This study tries to explore the causes and motivations of unsafe pilgrimage over the period when COVID-19 was a threat. To do the research, ethnographic method for collecting the data and Colaizzi’s interpretive phenomenological method for analysing the experience of 38 pilgrims doing foot-pilgrimage were used. The results show that …

A Deep Culture Approach: Insights From Cultural Psychology For Intercultural Education, Joseph Shaules, Ishita Ray

Online Readings in Psychology and Culture

This paper proposes a “deep culture” approach to intercultural education grounded in insights from cultural psychology. It argues that foreign experiences are psychologically challenging and that insights from cultural psychology and related fields can help learners better navigate foreign experiences. It contrasts how culture and cultural learning are conceptualized in intercultural education and cultural psychology. It presents key psychological insights that are useful in intercultural education, including: an embodied view of culture; predictive processing; dual-processing models of cognition; Oz moments (culture bumps); cultural variation in various psychological domains; the cognitive processes related to empathy; and cognitive bias and ethnocentrism. Examples …

More Than Just Blocks: Supporting Development Through Block Play In Early Childhood, Stephanie Szanter, Carrie L. Ota

Spark! Innovations in Early Childhood Education: A Research-to-Practice Journal for Educators

Block play is much more than a classroom center; it is a place where children explore ideas, solve problems, communicate, and work together in meaningful ways. This article examines how block play supports children’s social-emotional, cognitive, physical, and language development through hands-on experiences that feel natural and engaging. Using classroom examples and current research, the article highlights how block play changes over time, how teachers can thoughtfully support and extend children’s thinking, and how simple adjustments to materials and setup can deepen learning. Rather than requiring elaborate activities, strong block play environments grow from careful observation, responsiveness, and an understanding …

When Children Cook: Food Experiences As Inquiry, Identity, And Learning, Marian S. Castillo, Carrie L. Ota

Spark! Innovations in Early Childhood Education: A Research-to-Practice Journal for Educators

This article explores the transformative potential of integrating cooking experiences into early childhood classrooms, arguing that food preparation offers much more than a simple activity. By drawing on classroom narratives such as shared meal preparation and spontaneous scientific inquiry this piece illustrates how cooking serves as a catalyst for wonder, problem-solving, and collaboration. It highlights how food-based activities naturally bridge home and school environments, fostering a sense of belonging and cultural identity among young learners. Grounded in developmentally appropriate practice, this article examines the teacher’s role in facilitating these experiences, emphasizing the importance of responsive planning, observation, and valuing the …

More Than Storytime: Intentional Read-Alouds For Literacy Instruction And Formative Observation, Shelia Tate

Spark! Innovations in Early Childhood Education: A Research-to-Practice Journal for Educators

Read-alouds have long been valued in early childhood classrooms for promoting engagement, enjoyment, and a love of reading. When intentionally planned, they can also reinforce foundational literacy skills and provide formative information about student understanding. This article examines how early childhood educators can move read-alouds beyond a familiar classroom routine by connecting them to specific literacy objectives and using student responses to guide subsequent instruction. The IPAQ process (Intentional Choice, Preplanning the Focus, Anticipating Misconceptions, and Questioning and Responses for Formative Observation) provides a practical framework for planning purposeful read-alouds. Classroom examples illustrate how teachers can use planned interactions and …

Diving Deeper Into Serve-And-Return Interactions: Joint Attention & Cognitive And Social Development In Infancy, Derrick Toups

Spark! Innovations in Early Childhood Education: A Research-to-Practice Journal for Educators

This article provides practical ways to support responsive and initiating joint attention in infancy which are fundamental to cognitive and social development.

The Shorthorn: August 14, 1987

The Shorthorn Newspaper Collection: 1980s

No abstract provided.

The Shorthorn: June 30, 1987

The Shorthorn Newspaper Collection: 1980s

No abstract provided.

The Shorthorn: December 5, 1986

The Shorthorn Newspaper Collection: 1980s

No abstract provided.

The Shorthorn: November 26, 1986

The Shorthorn Newspaper Collection: 1980s

No abstract provided.

The Shorthorn: November 18, 1986

The Shorthorn Newspaper Collection: 1980s

No abstract provided.

The Shorthorn: November 12, 1986

The Shorthorn Newspaper Collection: 1980s

No abstract provided.

The Shorthorn: October 15, 1986

The Shorthorn Newspaper Collection: 1980s

No abstract provided.

The Shorthorn: September 16, 1986

The Shorthorn Newspaper Collection: 1980s

No abstract provided.

Comparative Analysis Of Takagi-Sugeno And Mamdani Fuzzy Inference Architectures With Anfis-Based Automated Rule Generation For Eeg-Based Cognitive State Monitoring, Amina Radončić, Mehrija Hasičić, Jasmin Kevrić

Communications of the IIMA

Fuzzy inference systems have demonstrated considerable promise for EEG-based cognitive state monitoring in neurodegenerative conditions. However, two design decisions significantly influence system performance and clinical applicability: the choice of inference architecture (Takagi-Sugeno vs Mamdani) and the method of rule and membership function generation (manual expert-driven vs data-driven automated). This paper presents a comparative analysis of both dimensions in the context of an EEG-based Alzheimer’s disease monitoring system operating on the ds004504 OpenNeuro dataset (88 subjects: 36 AD, 23 FTD, 29 HC). A Takagi-Sugeno system, implemented as a hybrid FSM-Fuzzy architecture, is compared against a Mamdani equivalent across four axes: inference …

A Hybrid Rule-Based And Large Language Model Framework For Extracting Acronym–Definition Pairs From Scientific Literature, Petro Skrypnyk

Theses and Dissertations

Authors of scientific papers rely heavily on acronyms and often use them without defining them, making the literature harder to read and index. This thesis develops and evaluates a hybrid rule-based and large language model (LLM) framework that extracts acronym–definition pairs from scientific PDF documents. It extends an earlier Rowan University system that combined a regular-expression parser with a single LLM on 200 papers. That system showed that neither the parser nor the LLM alone is sufficient for accurate extraction of the pairs. The framework is a fully automated pipeline from PDF input to scored results. It compares four LLM …

The Past, Present, And Likely Future Of Shareholder Arbitration, Mohsen Manesh

Villanova Law Review (1956 - )

No abstract provided.

Business Process Redesign Through Hybrid Automation: A Case Study Of A Remittance Service Provider, Mary Rose P. Andrada, Leilani De Guzman

Journal of Management for Global Sustainability

Remittance service providers operate in highly regulated environments that demand strict compliance with anti-money laundering (AML) and know-your-customer (KYC) requirements. Despite advances in financial technology, many remittance organizations still rely on traditional processing systems marked by manual data entry, fragmented workflows, repetitive verification procedures, and multiple operational touchpoints. These inefficiencies lead to processing delays, higher operational costs, heavier employee workloads, and lower customer satisfaction. This study examines the potential of hybrid automation as a process redesign strategy within business process management (BPM) to address operational challenges in remittance processing. Drawing on existing literature, the study explores how integrating robotic process …

Cerminan Bahasa Populer Masa Kini Dalam Lagu “Joss Jiss” Karya Icha Chellow: Analisis Makna Denotatif Dan Konotatif, Widya Ayu Aminah, Mulia Nadila Alifia, Ivana Amelia Khisan, Sutrisno Gustiraja Alfarizi, Didin Widyartono

Journal of Language, Literature, and Arts

This study analyzes popular language in the lyrics of “Joss Jiss” by Icha Chellow, focusing on denotative and connotative meanings. It aims to describe the characteristics of popular language and interpret how these meanings construct ambiguity, humor, and local cultural references. The study employs a descriptive qualitative approach using content analysis of words, phrases, clauses, and sentences in the lyrics. Data were collected through repeated listening, transcription, comparison with the audio, note-taking, and classification. The analysis involved identifying forms of popular language, determining denotative and connotative meanings, and interpreting their relationship within the lyrical context. The analysis reveals nonstandard forms, …

Signifying Nothing? Narnia, Inanity, And A. L. Rowse, Michael Ward

Sehnsucht: The C. S. Lewis Journal

"This essay explores the origins of the word Narnia, the name that Lewis gave to the fictional kingdom in which his seven Chronicles of Narnia are mostly set. How did he come by it? What, if anything, does the word mean?...I will be pursuing two lines of enquiry and two sets of intriguing connections that strike me as potentially illuminating. What follows is more of a theory for consideration than a hard-and-fast conclusion for acceptance. But though I write with a degree of tentativeness, I hope, nonetheless, to shed some light upon Lewis’s statements about his naming
of Narnia and …

What Did Tolkien Really Think About Narnia?, Holly Ordway

Sehnsucht: The C. S. Lewis Journal

"We are presented with two questions: “what did Tolkien really think about Narnia?” and “how did the idea that Tolkien hated Narnia become accepted as common knowledge?” In this essay, I will address both questions and conclude by suggesting why they matter for Inklings scholarship. At the outset, I will merely observe that since Tolkien and Lewis are two of the greatest fantasy writers of the twentieth century, it is worth knowing what one of them thought of the other’s work. …I have drawn my primary evidence from Tolkien’s published Letters (in the Revised and Expanded Edition), unpublished letters, and …

Technical Specification Spec-143: Anamorphic Ternary Compute Mesh And Phantom Token Suppression Topologies In High-Gravity Attention Fields, Christopher L. Eckes

Defensive Publications Series

This specification details the structural implementation, mathematical formalisms, and computational validation models for an un-hackable, decentralized multi-agent computing layer. Operating under the Dimensionally Extended Holographic Projection (DEHP) framework, the system eliminates discrete binary logic gates and linguistic tokens in favor of continuous, non-linguistic token-latching over an anamorphic fluid-canvas substrate. By utilizing a multi-layer sub-wavelength photonic crossbar array, data states are mapped as continuous spatial-harmonic vectors. High-gravity attention fields are generated within the hardware layer to isolate and completely suppress phantom tokens, maintaining context window equilibrium under infinite tensor ingestion loads. Python execution arrays verify that external adversarial perturbations and state-level …

Saudi Coffee And Representations Of National Identity: A Comparative Study Of Nabati Poetry And Travelogues, Bader I. Al-Harbi, Ahmad Ahmad Abd Al-Maqsoud Abd Al-Aal

Scientific Journal of King Faisal University: Humanities and Management Sciences

This study examines Saudi coffee as a symbol of national identity in the discourses of Western and Arab travelers and Saudi Nabati poets. Using comparative cultural criticism, it analyzes the emotions, collective images, and cultural meanings associated with coffee across these differing discourses. The findings identify three patterns of cultural representation: an ethnographic pattern in Western travel discourse that documents and defines the “exotic” other; a renaissance- oriented (nahḍawi) pattern in Arab travel discourse that presents coffee as a symbol of Arab national identity and views the Saudi state as a source of hope for unity and renaissance; and a …

An Interval-Valued Spherical Fuzzy Critic–Waspas Framework For Prioritizing Healthcare Delivery Models To Enhance Patient Satisfaction Under Uncertainty, Mariam Hamada, Ahmed Samy, Mohamed M. Abdelhafeez, Shrouk El-Amir

Neutrosophic Systems with Applications

Selecting an appropriate healthcare delivery model is important for improving the quality of healthcare services and enhancing patient satisfaction. However, this decision is complex because it involves several criteria, uncertainty, and different expert opinions. To handle this uncertainty, this paper uses Interval-Valued Spherical Fuzzy Sets (IVSFSs), which allow experts to express their evaluations more flexibly. This paper proposes an integrated interval-valued spherical fuzzy CRITIC-WASPAS approach to prioritize healthcare delivery models. The CRITIC method is used to determine the objective weights of the evaluation criteria, while the WASPAS method is used to rank the healthcare delivery models. Expert evaluations are expressed …

A Neutrosophic Event-Graph Legal Ai System For Detecting Contradictions In Witness Testimonies Under Egyptian Law, Shimaa Abdelghany Attalla, Alaa Elmor, Nada Hesham, Abduallah Gamal

Neutrosophic Systems with Applications

Witness testimony is an important source of evidence in criminal proceedings, but it may contain contradictions, incomplete details, or conflicts with other case-file materials. This paper proposes a neutrosophic event-graph legal AI framework for detecting materially contested claims in witness testimonies under the Egyptian criminal-procedure context. The framework converts testimony and related records into structured claims containing actor, action, object, time, location, source, and modality. These claims are then connected through an event graph and evaluated using neutrosophic components of support, indeterminacy, and opposition. The system produces source-grounded legal-review alerts when a claim has sufficient opposition from other claims or …

From Service To Start-Up: Personality Prediction Of Individual Entrepreneurial Orientation In Female Veterans And Current Service Members, Carolyn Flinn Gaskill

Walden Dissertations and Doctoral Studies

The entrepreneurial orientation of female veterans and current service members remains insufficiently understood despite their growing presence in the military and small-business sectors. Organizational leaders need to understand this concern as an important indicator of entrepreneurial potential, innovation capacity, and business development outcomes among women with military experience. Grounded in personality theory and the individual entrepreneurial orientation framework, this quantitative predictive correlational study examined whether the Big Five traits, individually and collectively, predicted individual entrepreneurial orientation (Ind-EO) among 135 U.S. female veterans and current female service members. They completed the Big Five Inventory-2 and the Individual Entrepreneurial Orientation Scale in …

Black American School Counselors’ Experiences Of Racial Discrimination In The Workplace, Tiffany Jackson

Walden Dissertations and Doctoral Studies

While school counselors play a pivotal role in promoting equity and inclusion within educational institutions, they may experience systemic challenges themselves, particularly in predominantly White professional environments. The purpose of this hermeneutic phenomenological study was to explore the experiences of Black American school counselors who experienced racial discrimination in the workplace and how they made meaning of those experiences. The research addressed the lived experiences of Black American school counselors who experienced racial discrimination in the workplace and how they make meaning of those experiences. The study was grounded in hermeneutic phenomenology and critical race theory. Six Black American school …