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2023

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A Model For Children’S Digital Citizenship In India, Korea, And Australia: Stakeholder Engagement Principles, Emma Jayakumar, Kylie Stevenson, Harrison See, Yeonghwi Ryu Jan 2023

A Model For Children’S Digital Citizenship In India, Korea, And Australia: Stakeholder Engagement Principles, Emma Jayakumar, Kylie Stevenson, Harrison See, Yeonghwi Ryu

Research outputs 2022 to 2026

This white paper communicates research activities and findings investigating digital safety and digital citizenship through multistakeholder collaborations in three countries—India, South Korea, and Australia. Performed by an Edith Cowan University-based research team from the ARC Centre of Excellence for the Digital Child, supported by the LEGO Group, this research additionally responds to many recent policy and practice reviews arguing for institutional and policy engagement in the Asia Pacific (APAC) that build children’s digital safety, literacy and citizenship. These include the UNESCO data-driven report, Digital Kids Asia Pacific (DKAP): Insights into children’s digital citizenship (UNESCO, 2019), an earlier UNESCO review of …


Barry Turner: The Under-Acknowledged Safety Pioneer, Kym Bills, Leesa N. Costello, Marcus Cattani Jan 2023

Barry Turner: The Under-Acknowledged Safety Pioneer, Kym Bills, Leesa N. Costello, Marcus Cattani

Research outputs 2022 to 2026

Barry Turner’s 1978 Man-made Disasters and Charles Perrow’s 1984 Normal Accidents were seminal books but a detailed comparison has yet to be undertaken. Doing so is important to establish content and priority of key ideas underpinning contemporary safety science. Turner’s research found socio-technical and systemic patterns that meant that major organisational disasters could be foreseen and were preventable. Perrow’s macro-structuralist industry focus was on technologically deterministic but unpredictable and unpreventable “system” accidents, particularly rare catastrophes. Andrew Hopkins and Nick Pidgeon respectively suggested that some prominent writers who wrote after Turner may not have been aware of, or did not properly …


‘Keep The Music Going’: How The Isolation Tour 2020 Maintained Community And Cultural Connectedness During The 2020 Covid-19 Lockdown In Western Australia, Brigitta Scarfe, Amy Budrikis, Clint Bracknell Jan 2023

‘Keep The Music Going’: How The Isolation Tour 2020 Maintained Community And Cultural Connectedness During The 2020 Covid-19 Lockdown In Western Australia, Brigitta Scarfe, Amy Budrikis, Clint Bracknell

Research outputs 2022 to 2026

The COVID-19 pandemic and subsequent social isolation measures had a profound impact on communities worldwide. In regional and remote Western Australia, the use of online platforms has become increasingly important for maintaining social and emotional well-being. This article examines the role of ‘The Isolation Tour 2020’ Facebook page in providing a lifeline for its mostly Aboriginal audience to stay connected with culture, Country, and one another during the 2020 COVID-19 lockdown in Western Australia. The authors conducted an in-depth interview with one of the administrators of the page and supplemented this with a thematic analysis of publicly available Facebook data. …


International Café: A Collaborative Approach To International Student Wellbeing And Support, Yohann Devezy, Braden Hill, Liz Beresford, Rose Williams, Shirley Farr, Em Readman, Clair Mermejo Jan 2023

International Café: A Collaborative Approach To International Student Wellbeing And Support, Yohann Devezy, Braden Hill, Liz Beresford, Rose Williams, Shirley Farr, Em Readman, Clair Mermejo

Research outputs 2022 to 2026

Prior to 2020, ongoing discourse in the higher education sector underscored the increasingly complex mental health and wellbeing challenges faced by students. The “post-COVID-19” period witnessed a resurgence of international students arriving in Western Australia. Emerging cost of living pressures, accommodation shortages, and changing visa work hours have amplified the distinct challenges international students encounter, prompting renewed discussions surrounding a need for effective support interventions. Drawing inspiration from successful initiatives at Edith Cowan University, Murdoch University introduced the Murdoch International Café—a program focused on providing distinct spaces of support for international students. This supportive environment enables social connection, effective information …


Lesbian, Anorexic, Disabled, And Big: Other Ways Of Being A Female Physical Education Teacher, Gustavo González-Calvo, Valeria Varea Jan 2023

Lesbian, Anorexic, Disabled, And Big: Other Ways Of Being A Female Physical Education Teacher, Gustavo González-Calvo, Valeria Varea

Research outputs 2022 to 2026

Research has shown that Physical Education (PE) is a white, male, and able body-dominated profession, particularly in Spain. When some female pre-service PE teachers, who had a difficult relationship with their bodies and sports abilities, enrol in such a degree, some of these problematic relations come to light. Participants for this study were four female pre-service teachers who self-identified as lesbian, anorexic, visually impaired, and big respectively. Data were collected through participant-produced texts, graphical representations, and interviews. The authors then reconstructed the participants’ stories which are presented in the form of narratives. The conceptual tool of embodying norm-criticality helped us …


Strengths-Based Leadership Traits In Intercollegiate Student-Athletes, Caitlin Thilges Jan 2023

Strengths-Based Leadership Traits In Intercollegiate Student-Athletes, Caitlin Thilges

Dissertations and Theses @ UNI

The purpose of this study was to examine the top five HIGH5 leadership strengths of collegiate level student-athletes in relation to formal and informal leaders. Collegiate student-athletes (N = 97) completed the HIGH5 Test, designed to assess leadership strengths. A frequency analysis was conducted on the whole population resulting in the strengths of: Coach, Empathizer, Deliverer, Time Keeper, and Philomath emerging as prominent. Formal and informal leaders’ strengths were also analyzed. Emergent strengths shared between formal and informal leaders were: Deliverer, Time Keeper, Coach, and Empathizer. Whereas the strength of Believer emerged in formal leaders and Optimist and Thinker emerged …


No Need To Set The Alarm, I’Ve Been Up Since 2:30am! Why My Teaching Job Keeps Me Up At Night: A Phenomenological Research Study On Empathic Strain Of Iowa Educators, Lindsey Cornwell Jan 2023

No Need To Set The Alarm, I’Ve Been Up Since 2:30am! Why My Teaching Job Keeps Me Up At Night: A Phenomenological Research Study On Empathic Strain Of Iowa Educators, Lindsey Cornwell

Dissertations and Theses @ UNI

Empathic strain describes a stressor on individuals in professions in which one cares for others who have endured their own trauma or stress (Mathieu, 2021). While previous studies have looked mainly at medical, social work and law enforcement fields as being some of the most impacted by empathic strain, more recently educators have been identified as those challenged with this phenomenon.

Through a phenomenological qualitative study, which included a Facebook marketed Qualtrics survey on empathic strain, four individual interviews and a metaphorical data analysis focus group experience, the lived experiences of educators with empathic strain were collected. Each of the …


An Exploration Of Commitment In Walk-On Athletes, Clint Huemann Jan 2023

An Exploration Of Commitment In Walk-On Athletes, Clint Huemann

Dissertations and Theses @ UNI

The purpose of this study was to examine two types of commitment with intercollegiate athletes as well as differences between walk-on (non-scholarship) athletes and scholarship athletes (partial/full) using the sport commitment model (SCM; Scanlan et al., 2016). Participants included 153 Division I athletes (54 males, 98 females, & 1 nonbinary) from 12 different intercollegiate sports at the University of Northern Iowa. These participants were between the ages of 18 and 24 years of age (M = 20.26 years, SD = 1.31). Approximately 35% of the participants were on a full scholarship, 41.8% were on partial scholarship, and 22.9% of the …


Summary Of Alcohol And Drug Treatment For Aboriginal And Torres Strait Islander Peoples, Australian Indigenous Healthinfonet Jan 2023

Summary Of Alcohol And Drug Treatment For Aboriginal And Torres Strait Islander Peoples, Australian Indigenous Healthinfonet

Research outputs 2022 to 2026

This summary is based on the Review of alcohol and drug treatment for Aboriginal and Torres Strait Islander peoples. It provides an overview of the available evidence for treatment approaches to help a person reduce or stop substance use. These are treatments for when a person has evidence of either hazardous use or problem alcohol and other drug (AOD) use (see Box 1 for terms used). Some approaches to address substance use are not included in this summary (e.g. for tobacco cessation or volatile substance use). This summary presents information on:

• the available research and other evidence that underpins …


Judging Better Together: Understanding The Psychology Of Group Decision-Making On Panel Courts And Tribunals, Brian M. Barry Dr Jan 2023

Judging Better Together: Understanding The Psychology Of Group Decision-Making On Panel Courts And Tribunals, Brian M. Barry Dr

Articles

While the psychological phenomena that affect group decisionmaking have been thoroughly investigated for decades, how these phenomena apply to decision-making by judges on panel courts is under-examined. This article examines the main psychological phenomena of group decision-making, both positive and negative, and considers their implications for panel courts and other groups of professional legal decision-makers such as adjudicators serving on tribunals. This article argues that experimental studies on judges and adjudicators testing the effects of these phenomena would improve understanding of legal decision-making by these groups and could help to devise ways to improve their decision-making processes to reach higher …


Gender Inequality In Contracts Casebooks: Representations Of Women In The Contracts Curriculum, Deborah Zalesne Jan 2023

Gender Inequality In Contracts Casebooks: Representations Of Women In The Contracts Curriculum, Deborah Zalesne

FIU Law Review

Gender has always explicitly or implicitly played a critical role in contracting and in contracts opinions—from the early nineteenth century, when married women lacked the legal capacity altogether to contract, through the next century, when women gained the right to contract but continued to lack bargaining power and to be disadvantaged in the bargaining process in many cases, to today, when women are present in greater numbers in business and commerce, but face continued, yet less overt, obstacles. Typical casebooks provide ample offerings for discussions of the ways in which parties can be and have been disadvantaged because of their …


Four Basic Postulates Concerning Women And Workplace Bullying In The United States, David C. Yamada Jan 2023

Four Basic Postulates Concerning Women And Workplace Bullying In The United States, David C. Yamada

FIU Law Review

Responding to Kerri Lynn Stone's "Panes of the Glass Ceiling," this article delves into the pervasive issue of workplace bullying and its nuanced impact on women in professional settings. Stone's book identifies distinct "panes" of gender bias hindering women's progress, with a focus on workplace bullying as a major sub-theme. The essay proposes four postulates, drawing on national surveys by the Workplace Bullying Institute and articles from the author's professional blog, Minding the Workplace. Emphasizing the disproportionate targeting of women, the role of male perpetrators, complexities surrounding female perpetrators, and the potential of anti-bullying laws, the essay contributes to understanding …


Panes Of The Glass Ceiling: Introduction, Kerri L. Stone Jan 2023

Panes Of The Glass Ceiling: Introduction, Kerri L. Stone

FIU Law Review

No abstract provided.


Using Peer-Support Coaching To Improve Adherence To Online Act Self-Help For College Mental Health: A Randomized Controlled Trial, Korena S. Klimczak, Michael P. Twohig, Gretchen G. Peacock, Michael E. Levin Jan 2023

Using Peer-Support Coaching To Improve Adherence To Online Act Self-Help For College Mental Health: A Randomized Controlled Trial, Korena S. Klimczak, Michael P. Twohig, Gretchen G. Peacock, Michael E. Levin

Psychology Student Research

Online self-help programs such as the Acceptance and Commitment Therapy (ACT) Guide address significant barriers to receiving therapy but suffer from low adherence rates. Peer-delivered coaching, using undergraduate students as coaches, is an innovative alternative to traditional coaching methods which may improve adherence in a more scalable format. To test the efficacy of peer-support coaching for college students using ACT Guide in a naturalistic setting, we conducted a pragmatic randomized controlled trial with three conditions (phone coaching, text message coaching, and a no support control group; N = 230). Participants were block randomized, and program adherence (i.e., number of modules …


Building Educational Leaders’ Capacity In A Community Of Practice, Théophile Muhayimana, Denise Schares, Megan Ruxton Jan 2023

Building Educational Leaders’ Capacity In A Community Of Practice, Théophile Muhayimana, Denise Schares, Megan Ruxton

Faculty Publications

This qualitative study examined rural educational leaders’ perceptions of the outcomes of the 2019 Leadership Camps (LCs). This capacity-building opportunity helped educational leaders meet as a community of practice (CoP) where participants’ interactions contributed to learning with and from one another, reducing perceived isolation and increasing self-efficacy. We analyzed data collected from 242 participants’ responses using an open, axial, and selective coding process. With this sample, 52.5% of participants were rural educational leaders. Overall, educational leaders most often appreciated interacting, networking, and collaborating with peers. Additionally, educational leaders highlighted the importance of the in-depth understanding and application of the Leadership …


Improving Reliability In Assessing Integrative Learning Using Rubrics: Does Group Norming Help?, Lanah Stafford, Erin Cousins, Linda Bol, Megan Mize Jan 2023

Improving Reliability In Assessing Integrative Learning Using Rubrics: Does Group Norming Help?, Lanah Stafford, Erin Cousins, Linda Bol, Megan Mize

STEMPS Faculty Publications

Integrative learning is an important outcome for graduates of higher education. Therefore, it should be well-defined and assessed reliably. The American Association of Colleges & Universities has developed a rubric to define and assess integrative learning, but it has low reliability. This pilot study examines whether this rubric's reliability can be improved by training users on how to use the rubric in a group setting rather than individually. Twelve faculty were trained to score undergraduate ePortfolios using the Integrative and Applied Learning VALUE Rubric. Half of the faculty were trained in an individual setting and half in a group setting …


Dementia And Cognitive Impairment In French-Speaking Sub-Saharan Africa: A Comprehensive Review On Moving Out Of The Shadows Of Neglect, Cyrille D. Nkouonlack, Wepnyu Y. Njamnshi, Samuel A. Angwafor, Joseph N. Siewe Fodjo, Michel K. Mengnjo, Leonard Ngarka, Maggy Mbede, Leonard N. Nfor, Carlson Abomate, Gladys E. Maestre Jan 2023

Dementia And Cognitive Impairment In French-Speaking Sub-Saharan Africa: A Comprehensive Review On Moving Out Of The Shadows Of Neglect, Cyrille D. Nkouonlack, Wepnyu Y. Njamnshi, Samuel A. Angwafor, Joseph N. Siewe Fodjo, Michel K. Mengnjo, Leonard Ngarka, Maggy Mbede, Leonard N. Nfor, Carlson Abomate, Gladys E. Maestre

School of Medicine Publications

Dementia is a global public health problem with increasing prevalence and incidence worldwide. The African continent is expected to bear the biggest brunt of the burden of dementia by 2050 because of the rapid demographic changes, including rapid population growth, an increase in life expectancy, and ageing. However, French-speaking Sub-Saharan African (FS-SSA) countries are underrepresented in research on dementia in Africa. While the reasons are diverse and complex, linguistic and cultural barriers to research, disproportionately affect these countries and may be significant factors. Any efforts, therefore, to redress the burden of dementia in Africa must consider the specific demographic, cultural, …


Remembering The Origins Of Modern Legal Education, Paula A. Monopoli Jan 2023

Remembering The Origins Of Modern Legal Education, Paula A. Monopoli

Faculty Scholarship

American legal education came under tremendous pressure in the wake of the 2008 financial crisis. That crisis precipitated a decline in law school applications and a concomitant decrease in the size of American law school enrollments during the 2011–2012 academic year. Commentators offered a myriad of proposals for reforming legal education during that period. Yet many of those proposals failed to gain traction, and a decade later legal education looks much the same, albeit with smaller enrollments. One of those proposals was to shorten the three-year course of study. In this Article, I revisit the origins of that long-standing feature …


Living Without My Foods: African Students’ Eating Habits Compared To All In The United States Of America, Boniface Noyongoyo Jan 2023

Living Without My Foods: African Students’ Eating Habits Compared To All In The United States Of America, Boniface Noyongoyo

Sociology and Anthropology Faculty Research

The current project measures international students’ dietary acculturation challenges focusing on sub-Saharan Africans in the U.S.A. The analysis of 142 self-administered survey from participants between 18 and 48 are examined. Findings propose that students chose their foods when available. Newly arrived participants searched for known produce. Adaptation process starts after living for more than twenty-five months in the U.S. Sub-Saharan students increased their intake of standard American diet such as pre-made meals but reduced what they grew up eating. The surprise is that they shifted habits even when foods from their home countries are in groceries near them. Considering all, …


A Contribution To The Critique Of Irish Sociology., Chris O'Ralaigh Jan 2023

A Contribution To The Critique Of Irish Sociology., Chris O'Ralaigh

Articles

Irish society is situated within a period of epoch-defining social change. We are facing in to a short number of decades, which promise the significant re-shaping of the political and social contours of our nation. Irish sociology's disciplinary mandate is to analyse that change, yet a historical debate has found new expression – heightened by the 30th anniversary of the Irish Journal of Sociology (IJS) and the 50th anniversary of the formation of the Sociological Association of Ireland (SAI) – as to whether the discipline is utilising the appropriate means to achieve its ends. The current sociological division of labour …


Music For Visual Media Of The 21st Century What Role Does Music Have In Visual Media, Sigrid Heugen Jan 2023

Music For Visual Media Of The 21st Century What Role Does Music Have In Visual Media, Sigrid Heugen

Doctoral

This research consists of a composition portfolio which examines new perspectives on musical experiences in virtual environments, through the exploration and development of immersive adaptive music for a visual medium. The research addresses the usage, adaptation, and creation of music in visual media such as Virtual Reality (VR) and other Extended Realities (XR).


Comparing The Meaning Of ‘Thesis’ And ‘Final Year Project’ In Architecture And Engineering Education, Rahman Tafahomi, Shannon Chance Jan 2023

Comparing The Meaning Of ‘Thesis’ And ‘Final Year Project’ In Architecture And Engineering Education, Rahman Tafahomi, Shannon Chance

Articles

Architectural education shares much in common with engineering, including the use of a culminating capstone experience in the final year. The form of this experience varies, with the research-based thesis and final-year project being most common. This paper explores the literature on traditions of enquiry and the meaning of research in various fields and the evolution of the ‘thesis’ and ‘final year project’ approaches over time. It then briefly summarises empirical research conducted on a case study institution struggling to bridge gaps in understandings of these distinct forms of learning and teaching. Throughout, the paper presents a comprehensive set of …


Validating The Effects Of Organizational Internal Factors And Technology Orientation On Environmental Sustainability Performance Of Malaysian Construction Firms, Waliu Adeniyi Ajibike, Adekunle Qudus Adeleke, Mohd Nasrun Mohd Nawi, Jibril Adewale Bamgbade, Salman Riazi Mehdi Riazi, Mohd Fauzi Ahmad, Sitahsu Panda Jan 2023

Validating The Effects Of Organizational Internal Factors And Technology Orientation On Environmental Sustainability Performance Of Malaysian Construction Firms, Waliu Adeniyi Ajibike, Adekunle Qudus Adeleke, Mohd Nasrun Mohd Nawi, Jibril Adewale Bamgbade, Salman Riazi Mehdi Riazi, Mohd Fauzi Ahmad, Sitahsu Panda

Articles

The essence of emphasizing the importance of environmental sustainability among construction firms is to lessen the effects of construction activities or projects on the environment and make the construction activities more sustainably economically and friendly to the environment. This significant deliberation has stimulated various research interests by construction firms, owing to the damaging effects of construction activities such as various forms of environmental pollution, resource depletion, and biodiversity loss on a global scale. Using the Partial Least Squares- Structural Equation Modeling (PLS-SEM) approach, this study validates the environmental sustainability performance (ESP) as a construct from the perspectives of 186 construction …


Walkable Neighborhoods: Linkages Between Place, Health, And Happiness In Younger And Older Adults, Kevin M. Leyden, Michael J. Hogan, Lorraine D'Arcy, Brendan Bunting, Sebastiaan Bierema Jan 2023

Walkable Neighborhoods: Linkages Between Place, Health, And Happiness In Younger And Older Adults, Kevin M. Leyden, Michael J. Hogan, Lorraine D'Arcy, Brendan Bunting, Sebastiaan Bierema

Articles

Problem, research strategy, and findings: We examined whether living in a walkable neighborhood influenced the happiness of younger and older city residents. The data for this study came from a comprehensive household population survey of 1,064 adults living in 16 neighborhoods in Dublin City (Ireland) and its suburbs. We used multigroup structural equation modeling to analyze the direct and indirect effects of walkability on happiness, mediated by health, trust, and satisfaction with neighborhood appearance. We found living in a walkable neighborhood was directly linked to the happiness of people aged 36 to 45 (p¼.001) and, to a lesser extent, those …


A Lak Of Direction Misalignment Between The Goals Of Learning Analytics And Its Research Scholarship, Benjamin A. Motz, Yoav Bergner, Christopher A. Brooks, Anna Gladden, Geraldine Gray, Charles Lang, Warren Li, Fernando Marmolejo-Ramos, Joshua D. Quick Jan 2023

A Lak Of Direction Misalignment Between The Goals Of Learning Analytics And Its Research Scholarship, Benjamin A. Motz, Yoav Bergner, Christopher A. Brooks, Anna Gladden, Geraldine Gray, Charles Lang, Warren Li, Fernando Marmolejo-Ramos, Joshua D. Quick

Articles

Learning analytics defines itself with a focus on data from learners and learning environments, with corresponding goals of understanding and optimizing student learning. In this regard, learning analytics research, ideally, should be characterized by studies that make use of data from learners engaged in education systems, should measure student learning, and should make efforts to intervene and improve these learning environments.


What Relationships Exist Between Words In The Lexical-Semantic Systems Of Toddlers?, Nadine Fitzpatrick Jan 2023

What Relationships Exist Between Words In The Lexical-Semantic Systems Of Toddlers?, Nadine Fitzpatrick

School of Psychology Theses

Investigating how infants first establish relationships between words is a necessary step towards understanding the qualitative shift children make to an organised and complex interconnected network of semantic relationships which characterises a mature, adult lexical-semantic system. Since little is known about the word-word associations in infants that establish this network of meanings (Arias-Trejo & Plunkett, 2009), this thesis sought to, first, document the word associations (WA)s that young monolingual and bilingual children produce and then compare these to adult WAs. A concurrent aim was to establish a database of child-specific WAs as a resource for future studies. Second, to understand …


Air Quality And Mental Health: Evidence, Challenges And Future Directions, Kamaldeep Bhui, Joanne B. Newbury, Rachel M. Latham, Marcella Ucci, Zaheer A. Nasir, Briony Turner, Catherine O'Leary, Helen L. Fisher, Emma Marczylo, Philippa Douglas, Stephen Stansfeld, Simon K. Jackson, Sean Tyrrel, Andrey Rzhetsky, Rob Kinnersley, Prashant Kumar, Caroline Duchaine, Frederic Coulon Jan 2023

Air Quality And Mental Health: Evidence, Challenges And Future Directions, Kamaldeep Bhui, Joanne B. Newbury, Rachel M. Latham, Marcella Ucci, Zaheer A. Nasir, Briony Turner, Catherine O'Leary, Helen L. Fisher, Emma Marczylo, Philippa Douglas, Stephen Stansfeld, Simon K. Jackson, Sean Tyrrel, Andrey Rzhetsky, Rob Kinnersley, Prashant Kumar, Caroline Duchaine, Frederic Coulon

School of Biomedical Sciences

Background Poor air quality is associated with poor health. Little attention is given to the complex array of environmental exposures and air pollutants that affect mental health during the life course. Aims We gather interdisciplinary expertise and knowledge across the air pollution and mental health fields. We seek to propose future research priorities and how to address them. Method Through a rapid narrative review, we summarise the key scientific findings, knowledge gaps and methodological challenges. Results There is emerging evidence of associations between poor air quality, both indoors and outdoors, and poor mental health more generally, as well as specific …


Neuemot: Mitigating Neutral Label And Reclassifying False Neutrals In The 2022 Fifa World Cup Via Low-Level Emotion, Ademola Adesokan, Sanjay Madria Jan 2023

Neuemot: Mitigating Neutral Label And Reclassifying False Neutrals In The 2022 Fifa World Cup Via Low-Level Emotion, Ademola Adesokan, Sanjay Madria

Computer Science Faculty Research & Creative Works

Sports have been extensively studied for their impact on people's emotional well-being, with research revealing that they have the ability to reduce anxiety and unhappiness while boosting positive emotions1. among all sports, soccer stands out as the most popular and controversial2, eliciting a wide range of emotional reactions from fans, players, officials, and spectators, particularly on social media. While sentiment classifications such as positive, negative, and neutral have been extensively studied, low-level emotions, which refer to more specific and granular emotional states beyond the three basic categories, have yet to be given much attention. This study scraped over 300,000 tweets …


Using Geographic Location-Based Public Health Features In Survival Analysis, Navid Seidi, Ardhendu S. Tripathy, Sajal K. Das Jan 2023

Using Geographic Location-Based Public Health Features In Survival Analysis, Navid Seidi, Ardhendu S. Tripathy, Sajal K. Das

Computer Science Faculty Research & Creative Works

Time elapsed till an event of interest is often modeled using the survival analysis methodology, which estimates a survival score based on the input features. There is a resurgence of interest in developing more accurate prediction models for time-to-event prediction in personalized healthcare using modern tools such as neural networks. Higher quality features and more frequent observations improve the predictions for a patient, however, the impact of including a patient's geographic location-Based public health statistics on individual predictions has not been studied. This paper proposes a complementary improvement to survival analysis models by incorporating public health statistics in the input …


Towards A Domain-Agnostic Knowledge Graph-As-A-Service Infrastructure For Active Cyber Defense With Intelligent Agents, Prasad Calyam, Mayank Kejriwal, Praveen Rao, Jianlin Cheng, Weichao Wang, Linquan Bai, V. Sriram Siddhardh Nadendla, Sanjay Kumar Madria, Sajal K. Das, Rohit Chadha, Khaza Anuarul Hoque, Kannappan Palaniappan, Kiran Neupane, Roshan Lal Neupane, Sankeerth Gandhari, Mukesh Singhal, Lotfi Othmane, Meng Yu Jan 2023

Towards A Domain-Agnostic Knowledge Graph-As-A-Service Infrastructure For Active Cyber Defense With Intelligent Agents, Prasad Calyam, Mayank Kejriwal, Praveen Rao, Jianlin Cheng, Weichao Wang, Linquan Bai, V. Sriram Siddhardh Nadendla, Sanjay Kumar Madria, Sajal K. Das, Rohit Chadha, Khaza Anuarul Hoque, Kannappan Palaniappan, Kiran Neupane, Roshan Lal Neupane, Sankeerth Gandhari, Mukesh Singhal, Lotfi Othmane, Meng Yu

Computer Science Faculty Research & Creative Works

Active cyber defense mechanisms are necessary to perform automated, and even autonomous operations using intelligent agents that defend against modern/sophisticated AI-inspired cyber threats (e.g., ransomware, cryptojacking, deep-fakes). These intelligent agents need to rely on deep learning using mature knowledge and should have the ability to apply this knowledge in a situational and timely manner for a given AI-inspired cyber threat. in this paper, we describe a 'domain-Agnostic knowledge graph-As-A-service' infrastructure that can support the ability to create/store domain-specific knowledge graphs for intelligent agent Apps to deploy active cyber defense solutions defending real-world applications impacted by AI-inspired cyber threats. Specifically, we …