Cognitive Science Commons^™

Hybrid Deep (Cnn-Bilstm) Intrusion Detection For Defense And Mission-Critical Networks, Corey A Cheng, Jermaine Anim-Addo, Asma Jakir Hussain, Zion O Smith-Fox, Sanjay Goel, Yuksel Celik

Military Cyber Affairs

This article examines how hybrid deep learning can strengthen intrusion detection for military and defense networks. Using the CSE-CIC-IDS2018 dataset, the study evaluates a CNN-BiLSTM model designed to detect benign traffic and multiple attack categories, including DDoS, DoS, botnet, brute-force, web attack, and infiltration activity. The model achieved strong multi-class detection performance, with 0.9893 accuracy and 0.9979 ROC-AUC. The findings suggest that AI-supported intrusion detection can improve cyber defense operations, analyst triage, and protection of mission-critical networks.

Foreward, Todd Arnold

Military Cyber Affairs

No abstract provided.

Letter From The Director: Mastery In Practice, Joseph Schafer

Military Cyber Affairs

No abstract provided.

Digital Mindset Efficacy For Human-Ai Career Readiness, Frank Lin, Conrad Shayo

Communications of the IIMA

This article develops digital mindset efficacy as a key capability for human-AI career readiness. It argues that success in AI-shaped workplaces requires not only technical tool use but also the confidence and capacity to learn with, evaluate, collaborate with, and responsibly govern digital and AI systems. Drawing on digital mindset, digital intelligence, AI proficiency, self-efficacy, and life-skills literature, the article proposes a theory-based model linking digital mindset efficacy to AI proficiency and life skills through mastery experience, vicarious learning, social persuasion, and affective regulation. It illustrates the model through a General Education course, Leadership for Global Challenges: Exploring the Digital …

Building The Mental Golden Dome: Arming The Joint Force For Defensive Cognitive Warfare, James Davitch

Joint Force Quarterly

Modern conflict increasingly hinges on mental strength, yet current military thinking lacks a clear defense for the mind. This article introduces a vital new concept: protecting military personnel from an adversary's attempts to distort their perceptions, disorient their judgment, and degrade their decision-making. Building on established research into behavioral psychology, the essay integrates this defense into existing military functions, proposing practical steps. It offers a precise explanation of this protective strategy, suggests pre-deployment exercises for joint personnel, and outlines ways to measure effectiveness even under pressure. A detailed, multi-year plan describes how to update joint doctrine, create training programs, and …

Psychological Adaptation In Colorectal Cancer Survivors: Pilot Study Findings, Anuja L. Sarode, Emily M. Su, Amber Kerstetter-Fogle, Steve Paciorek, Erica L. Laipply

HCA Healthcare Journal of Medicine

Background

In this pilot study, we examined psychological impacts of colorectal cancer (CRC), focusing on cancer-related posttraumatic stress disorder (CR-PTSD) symptoms, posttraumatic growth (PTG), and their relationship with coping strategies in surgically treated CRC patients.

Methods

This prospective pre- and postoperative pilot study assessed CRC patients at 2 time points, pre- and postoperative. Psychological symptoms were evaluated using the PTSD Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (PCL-5) and the PTG Inventory Short Form (PTGI-SF). Coping strategies were assessed using the Brief Coping Orientation to Problems Experienced (COPE) instrument. Changes in CR-PTSD, PTG, and coping …

Writing Together, Writing Differently: Collective Authorship As Reflective Practice, Thanh Thao Le, Trut Thuy Pham

The Qualitative Report

This article examines collective authorship as a reflective and ethical research practice within a sustained program of co-authored qualitative, post-qualitative, linguistic, and reflective inquiries into teacher reflection, professional learning, language, silence, and recognition. It offers an oral-history-informed reflective methodological account of a writing collective and asks how collective authorship became a methodological practice through our collaborative writing process. The primary materials were shared drafts, margin comments, revisions, silences, version histories, short reflective notes, and remembered writing encounters. Teacher-reflection texts and related professional writing materials from our broader research program formed the secondary materials around which the writing process unfolded. Analytically, …

Determinants Of Antenatal Care Utilization: A Community-Based, Cross-Sectional Study In Morang And Sunsari Districts, Eastern Nepal, Sunil Shah, Chandra Jha

Journal of Social, Behavioral, and Health Sciences

This study examined the factors influencing antenatal care (ANC) utilization in the eastern region of Nepal, focusing on the Morang and Sunsari districts, with the aim of identifying key determinants affecting ANC uptake and assessing the extent of ANC service utilization among mothers. Using lot quality assurance sampling, a community-based, descriptive, cross-sectional design was employed, surveying 164 mothers who had given birth within the previous 12 months; data were collected from June through November 2023. Data were collected through a semi-structured questionnaire and analyzed using SPSS, with descriptive statistics, chi-square tests, and logistic regression. Findings revealed that 80.5% of respondents …

Stop Blaming My Users: Illumination Of The Technocentric Mythos Bias, Ervin H. Frenzel, Richard Lightcap

Journal of Cybersecurity Education, Research and Practice

 Abstract -This conceptual essay addresses the need for systemic and systematic transdisciplinary analytical techniques within cybersecurity and technical security. This conceptual essay is contingent upon recognition that cybersecurity is not simply technical in nature, it does not need an adversary, and more importantly it is based upon systems engineering and systems thinking.  The essay contributes a socio-technical attribution chain and field-specific ontology/taxonomy which distinguish user-triggered events from root causes, latent conditions, technical debt, validation failures, governance failures, and attribution bias before assigning responsibility to end users. It systematically defines an ontology inclusive of developer technical debt, organizational debt arising from …

Writing As A Process Of Inquiry In Autoethnography For Meaning-Making: Reflections And Some Points For Consideration, Niroj Dahal

The Qualitative Report

This article explores writing as a process of inquiry and meaning-making in the autoethnographic tradition, offering reflections on the recursive, emergent, and dialogical/dialectical nature of writing, along with some points for consideration. Drawing on perspectives from qualitative research and narrative inquiry (Riessman, 2008), I argue that autoethnographic writing serves as a method of inquiry and/or discovery, generating ontological, epistemological, and axiological-driven cultural meaning that functions as a site of reflection, interrogation, and re-storying of lived experiences. This recursive, often messy, and reflexive act allows researchers to excavate, analyze, and interpret their lived experiences. Rather than viewing writing as a final-stage …

The Item Response Warehouse: What It Is, How To Use It, And Targets For Potential Improvements, Savira D. Nadela, Hansol Lee, Nishka Jain, Ayaan Gupta, Xingyi Zhang, Benjamin W. Domingue

Chinese/English Journal of Educational Measurement and Evaluation | 教育测量与评估双语期刊

The Item Response Warehouse (IRW) is a repository of harmonized item response datasets designed to support secondary analysis and methodological research in psychological and educational measurement. This paper serves as a practical guide for researchers interested in using the IRW. We describe the structure of IRW datasets and the quantitative and qualitative metadata available for dataset selection, and we demonstrate how researchers can navigate the IRW website to explore and compare available tables. We further show how the IRW R and Python packages can be used to filter datasets programmatically, download response-level data, and generate standardized citations for reproducible research …

Precision Or Invasion? Mapping The Personalization Paradox, Shyamala N. Chalakudi, Gnana Bharathy

Journal of Applied Marketing Theory

AI-driven personalization has transformed consumer engagement, yet existing research offers no systematic way to determine when personalization shifts from helpful to intrusive. Current research and models explain privacy concerns or expectancy violations but do not measure the point at which personalization triggers user discomfort, creating the personalization paradox. This study introduces the Discomfort Threshold Assessment & Measurement (DTAM) framework, a conceptual model that identifies and evaluates this threshold by integrating Dual Process Theory, Expectation Violation Theory, and Privacy Calculus Theory. DTAM distinguishes between affective discomfort reactance and cognitive discomfort reactance and outlines how these constructs could, in future empirical studies, …

The Evolution Of Self-Awareness In Conscious Organisms, Robert A. Dielenberg

Journal of Conscious Evolution

Self-awareness in conscious organisms remains an enduring puzzle for philosophers and neuroscientists. This paper proposes a tripartite evolutionary model tracing its emergence through three sequential types: the sensory self (primitive egocentric, valence-tagged awareness of sensory states), the bodily self (external objectification of the body as a distinct entity, evidenced by mirror self-recognition in select species), and the cognitive self (internal objectification of the mind enabling recursive self-transformation). Adopting a monist framework, the model treats consciousness as the biological substrate of delayed neural apperception (the “Delayed Present”), within which selves emerge as increasingly sophisticated models. It distinguishes non-human metacognition—implicit, online regulation—from …

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.

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 …

Normalizing Ai: The Evanishing Effect And Rethinking The Machine Heuristic, Bumju Jung, Cameron W. Piercy, Patric R. Spence

Human-Machine Communication

This study examines how people evaluate factual claims attributed to human journalists versus artificial intelligence (AI) news bots, and how these evaluations are shaped by individual endorsement of the machine heuristic. An online experiment (N = 233) used a 2 (Agent: human vs. AI) × 2 (Information Veracity: accurate vs. inaccurate) design in which participants viewed a short tweet embedded in either a human or AI profile and then rated perceptions of source credibility, objectivity, bias, and accuracy. Endorsement of an AI-focused machine heuristic was significantly associated with higher source credibility, perceived objectivity, and perceived accuracy, and lower perceived bias, …

Comparative Analysis Of Mmpi-2-Rf Scale Differences Based On History Of Mild Traumatic Brain Injury, Arielle Mousseau, Linda Baum, Nikolaus Greven, Anna S. Ord

Archives of Assessment Psychology

The present study investigated differences in MMPI-2-RF scale scores between individuals with and without a history of mild traumatic brain injury (mTBI). The goal was to identify distinct psychosocial functioning patterns in individuals with mTBI. Archival outpatient sample of 147 adults aged 18 to 70 (M = 43.28, SD = 11.13) was utilized, comprising 65 participants with mTBI and 82 without TBI. Significant differences were observed across multiple MMPI-2-RF scales. The group with mTBI history exhibited higher levels of symptom overreporting, symptom validity concerns, emotional and internalizing dysfunction, somatic and cognitive complaints, and negative emotionality, as compared to the …

Diet: Another Piece Of The Crime Puzzle?, Jerrod Brown, Jeremiah Schimp, Leanne Skehan, Amanda Fenrich, Janina Cich

Nutritional Neurocriminology Today

An expanding body of research suggests that diet and nutrition may play an influential yet underrecognized role in problematic and criminal behaviors. This article synthesizes research linking excessive consumption of sugar and ultra-processed foods to adverse neurobehavioral outcomes, impaired impulse control, aggression, mood dysregulation, and sleep problems. Integrating research suggests that metabolic disruption, neuroinflammation, and gut–brain axis dysfunction may influence cognitive and emotional regulation. While criminal behavior is complex and multifactorial, this article emphasizes nutrition as a modifiable factor to inform forensic mental health practice, correctional policy, and rehabilitative strategies.

Brain Gains: A Review Of Remediation Treatment Strategies Using Exercise Following Traumatic Brain Injury, Jessica Smith, Kristin Biggins, Loriann Helgeson

The Open Journal of Occupational Therapy

In this Opinions in the Profession article, we explore remediation treatment strategies using exercise for recovery from post-traumatic brain injury and aim to justify the use of such treatment in the occupational therapy profession to increase skills for functional gain. Common treatment strategies used by occupational therapists after brain injury are compensatory strategies, indicating the client learns a new way to perform the task. Though effective, it is also necessary to consider how remediation and neuroplasticity are essential. Teaching new approaches to complete tasks results in functional gains; however, focusing on foundational skills using exercises to relearn motor patterns to …

Ai In Society: A Regulatory Framework For Responsible Integration, Ziad Doughan, Sari Itani, Hadi Al Mubasher

BAU Journal - Science and Technology

This review paper studies the influence of Artificial Intelligence (AI) and Machine Learning (ML) on society in various categories in detail. AI and ML have developed rapidly in the past two decades, thus changing our lifestyles. These developments have various positive and negative impacts on society. This paper explores the many societal impacts of AI and ML, in economics, social aspects, ethics, and policy, shedding light on the opportunities and challenges that arise. An interdisciplinary insight is capable of understanding the challenges society faces when it uses AI and ML, locking opportunities that lie ahead and identifying promising paths towards …

The Impact Of Flight Instructor Feedback On Subsequent Instructor Evaluations Of Student Performance, Ayhan Rozyyev, Jennifer E. Thropp

Journal of Aviation/Aerospace Education & Research

This study examines the impact of feedback tone and feedback order on flight instructors’ evaluations of student performance in an aviation training context. Using a 2×2 mixed factorial design, 40 certified flight instructors reviewed fictitious training records and rated students based on feedback that varied in tone (positive vs. negative) and order (positive-first vs. negative-first). Results showed that positive feedback significantly influenced evaluations across all measured dimensions, while feedback order had no significant effect, challenging assumptions about primacy and recency effects. These findings highlight the role of positive reinforcement in shaping instructor evaluations and suggest that structured training environments can …

The Absent Monster: Personal And Cultural Fears Through Kiyoshi Kurosawa’S Pulse, Gracie J. Huras

Laurier Undergraduate Journal of the Arts

No abstract provided.

Environmental Load In Technology-Rich Classrooms: A Practitioner Reflection On Student Attention, Cognitive Fatigue, And Instructional Design, Christopher Morales

Essays in Education

This practitioner essay examines student disengagement in technology-rich classrooms through the lens of cognitive load and environmental demand. Rather than interpreting all off-task behavior as laziness, avoidance, or lack of motivation, the essay argues that some students may be responding to cumulative overload created by screens, transitions, digital platforms, visual clutter, noise, lighting, and fragmented instructional routines. Drawing from classroom observation and cognitive load theory, the essay introduces environmental load as a practical concept for educators seeking to preserve student attention without lowering academic expectations. The essay offers reflective questions and instructional adjustments that can help teachers and school leaders …

Moving Toward Healthy Ageing: The Role Of Physical Activity In Cognitive Function And Self-Esteem Among Older Adults In Türkiye, Canan Birimoglu Okuyan, Müjde Kerkez

Makara Journal of Health Research

Background: This study aimed to evaluate the relationship between religious attitudes and breastfeeding attitudes and the effect of this relationship on breastfeeding practices.

Methods: A cross-sectional study was conducted with 251 older adults. Data were collected using the International Physical Activity Questionnaire, the Standardized Mini-Mental State Examination, and the Rosenberg Self-Esteem Scale. Spearman’s correlation and chi-square tests were employed for statistical analysis.

Results: Physical activity levels were positively correlated with both cognitive function (r = 0.546, p < 0.001) and self-esteem (r = 0.168, p < 0.05). No significant association was observed between cognitive function and self-esteem. Physical inactivity, cognitive decline, and low self-esteem were more prevalent among women, participants with lower educational attainment, those with chronic diseases, and individuals engaged in polypharmacy.

Conclusions: The findings emphasize the importance of integrating physical activity promotion into national healthy ageing policies, particularly in Mediterranean contexts such …

Part I: Building Stronger Camp Communities Through Motivation As A Connected Process, Kelley Freridge

CompassPoint

Every summer, millions of children, youth, and young adult staff members gather in camp communities seeking adventures, community, and growth. They arrive carrying stories of who they are and who they might become. While some camp professionals have explored the existing research on motivation, many still struggle with this question: how do we move beyond temporary, programmatic reward-driven compliance or temporary entertainment-centered enthusiasm to spark genuine, sustained engagement that transforms both individuals and the community?

Trauma-Informed Leaders: Shifting The Paradigm Of Professional Suicide Prevention, Janina Cich

Forensic Scholars Today

Trauma-informed Leaders: Shifting the Paradigm of Professional Suicide Prevention highlights how trauma-informed leadership can transform suicide prevention in law enforcement and other high-stress helping professions. Reflecting on current suicide data and first-responder research, the article outlines early warning signs, intervention strategies, and organizational wellness practices that drive agencies from reactive crisis response to proactive, culturally responsive care. Practical recommendations include leader-supported peer teams, sleep and micro-break interventions, and resilience-focused supports that foster psychological safety, reduce stigma, and normalize help‑seeking across the organization.

Forensic Neuroscience: A Brief Introduction, Jerrod Brown

Forensic Scholars Today

Forensic neuroscience is an emerging, multidisciplinary field that applies brain science to forensic mental health, criminal justice, and legal decision-making. This article summarizes how neuroscience can inform assessments, evaluations of criminal responsibility, case planning, treatment, and prevention for justice-involved populations, highlighting complementary disciplines and the need for ethical guidance, replication of findings, and specialized education before broad adoption in legal settings.

Exiting Commercial Sexual Exploitation, Jeanne L. Allert, Sherri L. Wyatt

Dignity: A Journal of Analysis of Exploitation and Violence

This study presents one of the largest qualitative samples of exited female survivors of commercial sexual exploitation in the United States to date. One hundred and eighty-nine female survivors participated in a national survey. The participants described their motivations for exiting commercial sexual exploitation, the pathways they followed, the forces that hindered their exit and increased their recidivism, and the assistance they received that ensured a permanent exit. Some of the findings challenge popular narratives on recidivism rates and what keeps women in exploitation, revealing complex relational, behavioral, economic, and systemic influences. Participants spoke about the unanticipated value of incarceration, …

A Lost Culture Of Touch And Sound: The Contribution Of Visually Impaired Musicians To The Evolution Of The Spanish Guitar, Marco Ramelli

Soundboard Scholar

In the story of music-making, blind musicians have played an intrinsic role, helping to drive the development not only of musical styles but also of instruments, instruction, and aesthetics. Many musical practices were cultivated first within blind communities and adopted only later by sighted musicians, often with a gradual erasure of their original context. The history of the Spanish guitar offers a compelling case study of this progression, demonstrating how the contribution of blind musicians could be both wide-reaching and yet, over time, forgotten. The history of this contribution is challenging to recover, for in Spain as elsewhere, blind musicians …

Itegration Of Emerging Technologies In Cybersecurity Education, Dimitar Bogatinov, Nevena Serafimova, Aleksandar Petrovski, Andrej Iliev, Biljana Karovska

Journal of Peace, Conflict, and Security Studies

Emerging technologies such as Artificial Intelligence (AI), Virtual Reality (VR) are revolutionizing cybersecurity education by offering immersive, interactive learning experiences tailored to the tech-savvy Generation Z and Alpha learners. Traditional educational methods are increasingly inadequate for preparing students to navigate the rapidly evolving cyber threat landscape.

Virtual labs, AI-driven tutors, and cyber training environments create dynamic learning opportunities where students can engage in realistic simulations to develop critical skills in threat detection, response, and mitigation. However, challenges such as high implementation costs, rapid technological advancements, and a shortage of qualified instructors complicate the integration of these technologies.

Despite these challenges, …