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Digital Forensics Enhanced: Incorporating Behavioral Insights into Investigation Workflows
No full textCyberstalking is an increasing digital crime that exploits the anonymity of the internet, making it difficult for law enforcement to track offenders. Traditional digital forensic investigation models rely heavily on technical evidence, such as metadata and IP tracking, but fail to incorporate Behavioral Evidence Analysis (BEA), which studies an offender’s behavioral patterns and psychological motivations. This research proposes an improved Digital Forensic Investigation Framework (DFIF) integrated with BEA to enhance cyberstalker profiling, reduce investigation timelines, and improve accuracy in offender identification. Using a case study analysis approach, this study examines three real-world cybercrime cases from Mutawa & Khurshid (2018), Bwangah (2022), and Shree & Dhaliwal (2021). These cases highlight limitations in existing forensic models, such as the lack of structured behavioral profiling, absence of AI automation, and inefficiency in predicting cyberstalker recidivism. The proposed model addresses these gaps by integrating structured BEA with AI-driven forensic analysis, enabling faster and more accurate profiling of cyberstalkers. Comparative analysis with existing forensic models demonstrates that the proposed approach significantly reduces investigation time, improves behavioral profiling accuracy, and enhances risk assessment for repeat offenders. This study contributes to the advancement of next-generation digital forensics by bridging the gap between traditional forensic methods and AI-powered behavioral analysis, offering a more effective approach to combat cyberstalking
THE INFLUENCE OF CULTURAL IDENTITY ON THE HOLISTIC UNDERSTANDING OF MENTAL HEALTH AMONG THE SOMALI COMMUNITY IN ST. CLOUD
No full textMental health remains a critical concern among Somali immigrants, yet cultural beliefs, stigma, and limited access to care significantly impact their help-seeking behaviors. This study explores the perceptions and barriers Somali immigrants face when accessing mental health services. A qualitative research design was employed, utilizing semi-structured interviews with 10 Somali immigrants to gather in-depth insights into their experiences. Thematic analysis was used to identify key themes related to cultural stigma, religious coping mechanisms, and systemic barriers in mental health care.
Findings reveal that mental illness is often perceived as a spiritual affliction, leading many Somali immigrants to seek support from religious and community leaders rather than professional mental health providers. Language barriers, financial constraints, and a lack of culturally competent services further hinder access to care. Despite these challenges, participants expressed a willingness to engage in mental health services if they aligned with their cultural and religious values.
This study underscores the need for culturally sensitive mental health interventions tailored to Somali immigrants. Healthcare providers should incorporate faith-based approaches and community engagement strategies to foster trust and encourage help-seeking behaviors. Addressing these barriers can enhance mental health outcomes and improve service utilization among Somali immigrant populations
Exploring the Relations Among Epilepsy and Cognitive and Intellectual Disabilities: A Comprehensive Review
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Effects of Social Skills Training on Elementary Students with or At Risk for Emotional and Behavioral Disorders
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The importance of sensory breaks regarding students with ASD and high anxiety
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The Influence of Social Media Use on Work-Study Balance, Engagement, Stress and Time Management Behaviour Among Part-Time Student Workers.
Full text linkThe present study investigates the impact of social media use on important variables influencing part-time student workers, particularly work-study balance, engagement related to both academic and job, stress, and time management behaviour. The growing integration of social media into daily life activities makes it essential to understand its impact on students who are both working and studying. Social media can either support or hinder part-time student workers in balancing their dual roles as student and employee. This set of population encounters unique challenges that need to be addressed. Therefore, the purpose of this research is to find out how social media use affects these factors and to test whether variables such as time management behaviour and stress mediate these relationships
Woolgathering: Stories of the Light and Darkness in Greek Life
Full text linkThis document presents an ethnographic and reflective exploration of fraternity life, specifically through the personal experiences of a lifelong member of the 80th Chapter of Acacia, an international fraternity. Emphasizing authenticity, the author carefully navigates the balance between transparency and respect for sworn secrecy intrinsic to Greek organizations. Rituals and traditions are acknowledged in full detail yet intentionally obscured where secrecy dictates, highlighting their significance without compromising fraternity integrity. Central to this narrative is the aim to demystify fraternity life for non-members, examining it through an anthropological rather than purely moral or philosophical lens. Through candid storytelling, humor, and critical reflection, the document addresses societal perceptions and stigmas attached to Greek Life, providing an honest, insightful look into the cultural dynamics and personal transformations within fraternity communities. Ultimately, this work seeks to illustrate fraternity life authentically, encouraging readers to understand the complexities and nuances inherent in these social organizations beyond prevailing stereotypes
Beyond Study Abroad: Long-Term Influences on Global Perspectives and Intercultural Development
Full text linkPrevious research shows that studying abroad in college can increase the intercultural skills and global perspectives of students. Most studies assess these competencies immediately following the experience. This non-experimental descriptive survey study explored the relationship between studying abroad and global perspectives 20 or more years after the experience using the Global Perspectives Inventory (GPI). A control group that did not study abroad was included for comparison over the same time period. Focus on the impact of an island program and global perspectives was also explored. Findings of this study suggest that studying abroad had less of an impact on global perspectives in the long-term than participating in other worldview-altering activities after college. Parental level of education and short-term study abroad experiences also positively impacted global perspectives. Baxter Magolda’s Theory of Self-Authorship, which suggests that intercultural competence continues to increase over one’s lifetime as individuals engage in activities that result in self-reflection and acceptance of differences, can be applied as a continuation of King and Baxter Magolda’s Theory of Intercultural Maturity. The development of self-authorship typically takes place in early adulthood and continued throughout one’s lifetime, thereby serving as an extension of the intercultural maturity that commonly takes place during college
Safeguarding Critical Infrastructure: The Role of Forensic Intelligence in Mitigating Cyber Threats to Cyber- Physical Systems and Industrial Control Systems
Full text linkCyber-Physical Systems (CPS) and Industrial Control Systems (ICS) play a significant role in controlling critical infrastructure such as power grids, water treatment facilities, transportation networks, and manufacturing plants to name a few. These systems were originally intended to function within isolated environments, however with the rise of digital automation and the Industrial Internet of Things (IIoT), they are now connected to cloud computing environments and IT networks. Though this association upscales efficiency and automates processes, it also exposes the CPS and ICS to major cyber threats, such as ransomware, insider attacks, and Advanced Persistent Threats (APTs).
Conventional security tools such as firewalls and antivirus software are inadequate to defend CPS and ICS against advanced intrusions, which makes Forensic intelligence vital. Forensic intelligence is an amalgamation of digital forensics, threat intelligence, and data driven analytics, which help entities such as industrial firms and business organizations to identify, evaluate, and mitigate cyberthreats in real time. It allows analysts to track the origins of attacks, uncover vulnerabilities, and strengthen security protocols.
This paper illustrates the importance of forensic intelligence using real-world case studies, such as the Stuxnet, Triton, and Colonial Pipeline intrusions. Based on the findings, utilizing forensic intelligence would improve threat attribution accuracy, speed up detection and response times, minimizing system outages and maximize cost-benefit results for CPS/ICS security