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Full-Text Articles in Instructional Media Design

Exploring Digital Media Literacy And Its Impact On Pedagogical Innovation And Creativity, Suparno Suparno, Tuty Sariwulan, Bagus Shandy Narmaditya, Ari Saptono, Saparuddin Muchtar, Muhammad Ridlo, Dingot Hamonangan Ismail Sep 2026

Exploring Digital Media Literacy And Its Impact On Pedagogical Innovation And Creativity, Suparno Suparno, Tuty Sariwulan, Bagus Shandy Narmaditya, Ari Saptono, Saparuddin Muchtar, Muhammad Ridlo, Dingot Hamonangan Ismail

Journal of Media Literacy Education Pre-Prints

Enhancing teachers’ innovative work behavior is prominent in promoting educational quality. This exploratory study aims to understand the linkage between digital media literacy, creativity, and innovative work behavior among teachers in Indonesia. The data were obtained from teachers using an online self-administered survey. In addition, the data were analyzed using structural equation modeling with AMOS software. The results of this study indicate that there is a positive and significant influence between digital media literacy and teachers’ innovative work behavior. Indeed, creativity can also be a predictor of innovative work behavior among teachers in Indonesia. This study also notes the connection …


Heroclix®: A Multiplayer Chess Game For Teaching The Fundamentals Of Human Capital Management, Chin Heng Low, Jiunwen Wang, Paul Lim, Bernie Koh Sep 2026

Heroclix®: A Multiplayer Chess Game For Teaching The Fundamentals Of Human Capital Management, Chin Heng Low, Jiunwen Wang, Paul Lim, Bernie Koh

Research Collection Lee Kong Chian School Of Business

This article describes the adaptation and use of the HeroClix® board game to teach critical real-world principles for effective human capital management within teams. In a HeroClix® game, players pit their team of miniature figurines against other players’ miniatures in combat. This is akin to organizations striving in the business environment today, with well-structured human capital within their teams as a key competitive advantage. In this article, we suggest how the game can be applied in the classroom for undergraduate students to experience, reflect on, and learn more about the prerequisite considerations in proficient people management, the dynamic nature of …


Faculty Members' Lived Experiences Using Generative Ai During Course Development At A Midwest Faith-Based Institution Of Higher Education In The United States: A Phenomenological Study, Cassandra J. Huckstep-Spangler Aug 2026

Faculty Members' Lived Experiences Using Generative Ai During Course Development At A Midwest Faith-Based Institution Of Higher Education In The United States: A Phenomenological Study, Cassandra J. Huckstep-Spangler

Doctoral Dissertations and Projects

The purpose of this transcendental phenomenological study was to explore the lived experiences of course developers using generative AI during course development at a Midwest faith-based institution of higher education in the United States. The theory guiding this study was the Technology Acceptance Model and subsequent extensions to the model including TAM2 and TAM3 as it explores the perceived usefulness and perceived ease of use, contextual factors that align with social influence processes, and experiences with implementation interventions. The central research guiding this study was: What are the experiences of faculty members using generative AI during course development at a …


Exploring The Lived Experiences Of Former Teachers Transitioning Into Instructional Design And Technology: A Phenomenological Study, Denise Lynne Spencer Jul 2026

Exploring The Lived Experiences Of Former Teachers Transitioning Into Instructional Design And Technology: A Phenomenological Study, Denise Lynne Spencer

Doctoral Dissertations and Projects

The purpose of this hermeneutic phenomenological study was to explore the lived experiences of former teachers who have transitioned into instructional design and technology (ID&T) roles within noneducational organizations. The theory guiding this study was Malcolm Knowles’ adult learning theory, as it provided a theoretical framework for former educators to successfully transition their skills from teaching children to designing effective training for adults, particularly within noneducational organizations. The central research question asked, What are the unique challenges former teachers face when transitioning to ID&T when working for noneducational organizations? Data were collected through three data collection methods, including semi-structured interviews, …


Queer, Hybrid Participatory Design: Relational Practices And Norms For Coalition Building With Rural, Lgbtq+ Communities, Luettamae Lawrence, Maureen Boyle, Chasity Mayo, Catherine A. Rushworth, Moira Anderson, Dorothy Wallis, Jayme Walters Jun 2026

Queer, Hybrid Participatory Design: Relational Practices And Norms For Coalition Building With Rural, Lgbtq+ Communities, Luettamae Lawrence, Maureen Boyle, Chasity Mayo, Catherine A. Rushworth, Moira Anderson, Dorothy Wallis, Jayme Walters

Instructional Technology and Learning Sciences Faculty Publications

This paper examines the first year of collaboration between the Bear River Region LGBTQ+ Community Coalition and queer residents in rural northern Utah, United States, using a hybrid participatory design (PD) approach. Using Yep’s queer relationality theory, we examine how hybrid spaces were designed and iteratively adapted to support inclusion, care, and collective agency among LGBTQ+ community members. Drawing on Community Coalition Action Theory and queer PD, we analyze four cases from May 2024 to June 2025 including workshops and regular meetings to explore how relational practices evolved across different formats and phases of coalition development. In this paper, we …


Grammar Expert: A University-Based Grammar Application To Support Grammar Learning And Writing Instruction, Ivy Chan, Yin Teng Chong Jun 2026

Grammar Expert: A University-Based Grammar Application To Support Grammar Learning And Writing Instruction, Ivy Chan, Yin Teng Chong

Research Collection College of Integrative Studies

Technologies like web-based grammar applications have been integrated into classroom writing pedagogy to enhance students’ learning experiences. Drawing from qualitative findings from students’ interviews and reflection journals over one semester, this technology review focuses predominantly on university students’ perceptions towards an internally developed grammar application, Grammar Expert. Adopting the Technology Affordances and Constraints Theory (TACT) framework, the review identifies that GE’s affordances include promoting engagement in grammar learning, offering a flexible and encouraging environment, and ensuring real-world applicability, while its constraints involve aspects related to a limited user interface. Subsequently, the authors will present their pedagogical narrative on integrating this …


Herbularyo (Folk Healer): An Herbal Medicine Card Game, Maryjane T. Magsino, Inah Marie Q. Rivera, Armando M. Guidote, Genejane M. Adarlo May 2026

Herbularyo (Folk Healer): An Herbal Medicine Card Game, Maryjane T. Magsino, Inah Marie Q. Rivera, Armando M. Guidote, Genejane M. Adarlo

Chemistry Faculty Publications

Herbularyo, a card game teaching about herbal plants (HPs), was created and evaluated as a viable educational card game based on Tuomisto and Aksela’s criteria. A quasi-experiment was performed on 81 Grade 8 students from a private high school and 50 Grade 11 from a public high school. Independent t-test revealed that the control group (CG) and experimental group (EG) (p=0.386), and EG1 (played ≤5) and EG2 (played >5) (p=0.681) are not comparable with each other. Paired t-test showed EG performed better (p=0.001) than CG (p=0.901) whereas ANCOVA showed that playing Herbularyo improved students’ information retention (p=0.006). EG1 and EG2 …


Generation Of Elaborated, Targeted And Effective Feedback For Novice Programmers Using Llm, Hua Leong Fwa May 2026

Generation Of Elaborated, Targeted And Effective Feedback For Novice Programmers Using Llm, Hua Leong Fwa

Research Collection School Of Computing and Information Systems

Programming errors and misconceptions are pervasive in novice programmers which causes difficulty in the learning of computer programming. Large Language Models (LLMs), with their ability to comprehend and generate programming codes have shown promising results in the automatic identification of errors. This can potentially benefit student programmers by providing them with timely formative feedback at efficiencies and scale that were not attainable previously. In this study, we leveraged an LLM - OpenAI o4-mini for the generation of elaborated, targeted feedback for novice programmers across PHP and JavaScript exercises. We contend that the feedback needs to be effective and targeted other …


Moving Beyond Willpower: A New Direction For Media Literacy Instruction, Mandi Goodsett May 2026

Moving Beyond Willpower: A New Direction For Media Literacy Instruction, Mandi Goodsett

Michael Schwartz Library Publications

Academic librarians and others often engage with media literacy instruction by promoting fact-checking strategies, such as lateral reading or Mike Caulfield’s SIFT. Evidence shows that these strategies are valuable and can be effective, but they all ultimately rely on individual students to use willpower to overcome cognitive habits, biases, strong parasocial relationships with content creators, the power of algorithms, and other challenges to fact-checking content in the moment. This paper offers an alternative approach that instead encourages librarians to support students in intentionally redesigning their information environments to improve the quality of information that they encounter in the first place.


An Investigation Into Bridging The Rural Stem Gap With Multimedia Learning Principles: A Phenomenological Study, Joseph W. Halko Apr 2026

An Investigation Into Bridging The Rural Stem Gap With Multimedia Learning Principles: A Phenomenological Study, Joseph W. Halko

Doctoral Dissertations and Projects

The purpose of this transcendental phenomenological study is to understand the lived experiences of STEM teachers at rural secondary schools concerning the use of multimedia learning tools to support cognitive processes during instruction. Meyer’s cognitive theory of multimedia learning (CTML) provides the theoretical framework for this study, ensuring that multimedia learning modalities, such as e-learning platforms and educational technology, are grounded in sound cognitive theory. The central question is, “What are the lived experiences of rural secondary STEM teachers concerning the use of multimedia learning tools to support cognitive processes during instruction?” To support this investigation, a phenomenological methodology based …


Structural Silence: When Ai Infrastructure Fails Speakers Of Underrepresented Languages, Avijit Roy, Proma Roy Apr 2026

Structural Silence: When Ai Infrastructure Fails Speakers Of Underrepresented Languages, Avijit Roy, Proma Roy

Publications and Research

Artificial intelligence tools for education and language support are increasingly framed as scalable responses to access gaps in under-resourced communities. Yet the infrastructure underlying these tools—training corpora, tokenization schemes, evaluation benchmarks, and deployment architectures—encodes a set of assumptions that systematically disadvantages speakers of underrepresented languages before a single model is trained. This paper examines those assumptions through the lens of Bengali, one of the world’s most widely spoken languages with roughly 285 million speakers (Ethnologue, 2025; International Communication and Leadership School, 2026), and the structural barriers that emerge when attempting to build AI-assisted educational tools for Bengali-speaking learners in low-connectivity …


Foreword, Pedagogical Innovations In Computer Science Education, Helen Crompton Jan 2026

Foreword, Pedagogical Innovations In Computer Science Education, Helen Crompton

STEMPS Faculty Publications

[Introduction] Computer science education sits at a defining moment. Across schools and universities worldwide, computing is no longer a niche discipline reserved for a select few. It is a foundational literacy that shapes how learners understand the world, participate in society, and imagine their futures. At the same time, the rapid pace of technological change, particularly in artificial intelligence, data systems, and intelligent tools, has placed unprecedented pressure on educators to rethink not only what we teach, but why and how we teach it. This book arrives precisely when such reflection is most needed.


Assessing The Impact Of Substituting Interaction Types: An Empirical Study Of The Interaction Equivalency Theory, Scott Hauert, Tian Luo, Cherng-Jyh Yen Jan 2026

Assessing The Impact Of Substituting Interaction Types: An Empirical Study Of The Interaction Equivalency Theory, Scott Hauert, Tian Luo, Cherng-Jyh Yen

STEMPS Faculty Publications

Studies on learner–learner and learner–instructor interaction provide insight into the preferences and perceived effects of interaction types. However, evidence of the impact on measured performance resulting from substituting learner–content interaction for learner–learner interaction is sparse. Using an experimental design, this study examined the impact of substituting interaction types on perception of workload, perception of learning, and measured performance in an online, asynchronous, undergraduate-level setting of formal distance education. The results of this study showed (a) learner–learner interactions were perceived to be significantly more work than learner–content interactions, (b) learner–content interactions were perceived to be significantly more helpful in learning the …


Designing Ai-Aware Media 101 Curriculum Through Faculty–Librarian Collaboration, Miranda Gale Smith, Elizabeth Oppe Jan 2026

Designing Ai-Aware Media 101 Curriculum Through Faculty–Librarian Collaboration, Miranda Gale Smith, Elizabeth Oppe

2026 Scholarly Teaching Conference: Concurrent Session Papers

This presentation explores faculty–librarian collaboration as a teaching practice. It will inform attendees about the work done by a faculty member (Elizabeth) and a Student Success & Instruction Librarian (Miranda) to design and implement an AI-aware curriculum into an existing Media 101 course at West Virginia University. This resulted in the careful integration of subject-specific and information literacy expertise into the course’s curriculum. More broadly, this is meant to illustrate that in terms of practice, treating AI-aware curriculum development as a shared, iterative process grounded in mutual respect for distinct but complementary forms of knowledge has the potential to yield …


Instructional Designers' Reflections On Generative Ai Use For Scenario-Based And Performance-Centered Learning: A Collective Autoethnography, Nour El Houda Maache, Dan V. Dao, Jiyoon Jung, Jayanth Nadheri, Nari Kim, Chikezie Ozuzu, Xinyue Ren Jan 2026

Instructional Designers' Reflections On Generative Ai Use For Scenario-Based And Performance-Centered Learning: A Collective Autoethnography, Nour El Houda Maache, Dan V. Dao, Jiyoon Jung, Jayanth Nadheri, Nari Kim, Chikezie Ozuzu, Xinyue Ren

STEMPS Faculty Publications

This study examines how instructional designer-instructors (IDIs) use and evaluate generative artificial intelligence (GenAI) when designing scenario-based and performance-centered authentic learning in higher education. Using a collective autoethnography (CAE) approach, the study draws on semi-structured interviews and reflective narratives from five IDIs with varied professional experience. Findings indicate that GenAI enhanced design capacity by accelerating scenario development, translating complex content, and supporting scenario-based and performance-based task construction. At the same time, participants reported limitations related to contextual misalignment, output unreliability, and the cognitive demands of prompt refinement. Across cases, effective integration depended on sustained human oversight, disciplinary judgment, and ethical …


Adult Learners' Perspectives Of Ai Applications In Supporting Andragogy, Jinhee Kim, Xi Lin, Seongryeong Yu, Rita Detrick Jan 2026

Adult Learners' Perspectives Of Ai Applications In Supporting Andragogy, Jinhee Kim, Xi Lin, Seongryeong Yu, Rita Detrick

STEMPS Faculty Publications

Emerging roles and capabilities of artificial intelligence (AI) technologies have the potential to support andragogical education and enhance learning experience for adult learners (ALs). However, the effective use of AI to support multifaceted components of andragogy including involvement, experience, problem-centered, relevance remains under explored. Furthermore, research on AI design principles to support ALs and andragogy is limited. This study, therefore, aims to investigate ALs perceptions of AI applications in enhancing andragogy and to explore the essential design principles of AI systems for andragogy. To this end, the study conducted semi-structured interviews with 20 ALs facilitated by 11 scenarios of AI …


Peacock Competency Model For Online Library Instruction, Rebeca Peacock Jan 2026

Peacock Competency Model For Online Library Instruction, Rebeca Peacock

STEMPS Faculty Publications

Academic librarians are an integral part of academia offering niche expertise that benefits faculty and students alike. But they often lack specific guidance on developing competencies for the online teaching that is increasingly expected of them. This article addresses the lack of field specific guidance for academic librarians' online teaching by proposing a competency model grounded in expert practice. The study used semi-structured interviews with 18 academic librarians to address this gap asking: what knowledge, skills, and attitudes are needed for academic librarians to be successful in providing effective online library instruction?


Hyflex Course Design: Outcomes, Challenges, And Supports For Students And Instructors, Tracey Barr, Tian Luo Jan 2026

Hyflex Course Design: Outcomes, Challenges, And Supports For Students And Instructors, Tracey Barr, Tian Luo

STEMPS Faculty Publications

Since it was first developed in 2006, the hybrid flexible, or HyFlex, course model has been growing in prevalence in higher education. HyFlex courses are defined as those allowing students to decide whether to experience course material in person, online synchronously, or asynchronously on a weekly or daily basis without warning to, or permission from, the course’s instructor. Empirical research regarding this instructional approach is still relatively limited despite increased attention during and following the COVID-19 pandemic. Increasing interest in providing alternatives to fully in-person instruction has made it necessary to closely examine the existing body of research to determine …


Integrating Design Thinking In A Stem Methods Course, Demetrice Smith-Mutegi Jan 2026

Integrating Design Thinking In A Stem Methods Course, Demetrice Smith-Mutegi

Teaching & Learning Faculty Publications

Design thinking, a problem-solving approach, has been offered as a strategy to address the challenges of growing and complex teaching expectations. In this narrative, I describe an adapted model of design thinking that was implemented in a secondary STEM methods course for teacher candidates in a graduate program. A description of the key activities, including the fundamental role of empathizing, is shared. Design thinking, when implemented by teachers and teacher candidates, allows the teacher to design and improve a lesson or unit based on student feedback and engagement. This is especially important in today's rapidly evolving educational landscape, where educators …


Impacts Of Segmenting Principle On Learner Performance And Attitude In A 3d Environment: A Mixed-Method Multiple Case Study, Kristin Herman, Mohan Yang, Jim Shifflet, Noah Glaser Jan 2026

Impacts Of Segmenting Principle On Learner Performance And Attitude In A 3d Environment: A Mixed-Method Multiple Case Study, Kristin Herman, Mohan Yang, Jim Shifflet, Noah Glaser

STEMPS Faculty Publications

This study presents a conceptual replication of Moreno’s (Appl Cogn Psychol 21:765–781. 10.1002/acp.1348, 2007) study on the benefits of adhering to the segmentation principle when utilizing multimedia learning objects. Furthermore, this study expands upon the original by taking place in a low-immersive virtual reality environment, allowing for further understanding on the extent to which multimedia principles are still relevant. Both a synchronous and an asynchronous case are presented. Results indicate benefits for both cases in far transfer of learning. Furthermore, synchronous learners indicated a significant reduction in cognitive load and increased overall attitudes towards learning due to segmented instruction.


Daily Life Therapy: Daily Living Skills Training (Handwashing, Brushing Teeth, And Getting Dressed) For Parents Of Autistic Children, Christpher T. Fontecchio Dec 2025

Daily Life Therapy: Daily Living Skills Training (Handwashing, Brushing Teeth, And Getting Dressed) For Parents Of Autistic Children, Christpher T. Fontecchio

Instructional Design Capstones Collection

The Boston Higashi School founded by Dr. Kiyo Kitahara in 1987 has been utilizing Daily Life Therapy to teach residential autistic children daily living skills. Parents, whose children attend the Boston Higashi school just in the day program, have expressed challenges in teaching daily living skills when their children are home and have asked for strategies to carry over what is being taught at school into their home. Utilizing the tenets of “Kimochi Zukuri,” to prepare the child’s mind for a task, the training proposed with this project is to bridge the gap in teaching daily living skills from Boston …


Novice Instructors Can Make Satisfying Video Lectures By Using Familiar Techniques: A Repeated-Measures Test Of Video Lecture Formats And Learner Satisfaction Theory, Sonny Rosenthal, Stuart Braiman, Dawn Z. Y. Poh Dec 2025

Novice Instructors Can Make Satisfying Video Lectures By Using Familiar Techniques: A Repeated-Measures Test Of Video Lecture Formats And Learner Satisfaction Theory, Sonny Rosenthal, Stuart Braiman, Dawn Z. Y. Poh

Research Collection College of Integrative Studies

Research has shown that composite video lectures lead to higher learner satisfaction than other video lecture formats, but this finding has not been replicated among novice instructors. In this study, six PhD students created two video lectures on different topics. One used the picture-in-picture (PiP) format, while the other used the video composite format. Undergraduate student participants (N = 185) watched both video lectures by a single instructor and rated them on several variables. Contradicting prior research, the participants rated the composite video as having lower content quality (Cohen’s d = -0.35) and instructor-content interaction (Cohen’s d = -0.17) than …


Leveraging Consistency: Evaluating Ai Coders For Qualitative Research, Saríah López-Fierro, Carlos Chiriboga-Calderón, José López-Fierro, Rubén Pacheco-Villamar Nov 2025

Leveraging Consistency: Evaluating Ai Coders For Qualitative Research, Saríah López-Fierro, Carlos Chiriboga-Calderón, José López-Fierro, Rubén Pacheco-Villamar

Instructional Technology and Learning Sciences Faculty Publications

This study provides insights of using Large Language Models (LLMs) for deductive coding tasks in market research. Deductive coding, which applies predefined codes to text, often demands consistency rather than interpretive nuance. 

We compare five closed-weight LLMs with a group of human coders in tagging instances of “Expansive Framing” across qualitative excerpts, using Fleiss’ Kappa, ANOVA, and Estimated Marginal Means. Results reveal that LLMs exhibit higher consistency and faster processing than humans. These findings suggest that integrating LLMs can improve efficiency, making them an attractive asset for firms managing large datasets.


Space For New History: Stony Island Arts Bank, Seb Taylor Oct 2025

Space For New History: Stony Island Arts Bank, Seb Taylor

Digital Laboratory: Publisher of Internet Journal

The Stony Island Arts Bank (SIAB) in Southside Chicago was designed and founded as a piece of art itself, with the organizational structure being a museum of Black cultural production. This article examines how the institution constructs an epistemology of Blackness through its archival practices, community programming, and spatial claims on the South Side. Founded by artist Theaster Gates through the Rebuild Foundation, the SIAB positions institutional design as an art medium, operating in productive tension with orthodox museum methods. The permanent collections—including the Johnson Publishing Company archives and Frankie Knuckles vinyl collection—function as epistemological records of Black self-documentation unmediated …


Genai Literacy Framework For Library Instruction, Adwoa Boateng, Jennifer Freer, Greyson Pasiak, Erich Short, Ryan Tolnay, Rit Libraries Oct 2025

Genai Literacy Framework For Library Instruction, Adwoa Boateng, Jennifer Freer, Greyson Pasiak, Erich Short, Ryan Tolnay, Rit Libraries

Presentations and other scholarship

A generative artificial intelligence (genai) framework for library instruction. This short framework is designed to incorporate into existing library instruction across many subject areas. The basic elements of the framework are: know & understand genai, use & evaluate genai, and library research & discovery with genai.


Mulberry Leaf Disease Detection By Cnn-Vit With Xai Integration, Mohammad Asif Hasan, Fariha Haque, Hasan Sarker, Rafae Abdullah, Tonmoy Roy, Nishat Taaha, Yeasin Arafat, Abdul Karim Patwary, Mominul Ahsan, Julfikar Haider Jun 2025

Mulberry Leaf Disease Detection By Cnn-Vit With Xai Integration, Mohammad Asif Hasan, Fariha Haque, Hasan Sarker, Rafae Abdullah, Tonmoy Roy, Nishat Taaha, Yeasin Arafat, Abdul Karim Patwary, Mominul Ahsan, Julfikar Haider

Instructional Technology and Learning Sciences Faculty Publications

Mulberry leaf disease detection is vital for maintaining the health and productivity of mulberry crops. In this paper, a novel approach was proposed by integrating explainable artificial intelligence (XAI) techniques with a convolutional neural network (CNN) and vision transformer (ViT) for effective mulberry leaf disease classification with three disease classes. Initially, in this proposed CNN-ViT model, features are extracted using a customized CNN architecture, and then the extracted features are fed into ViT for leaf disease classification in a more streamlined approach. The CNN-ViT model achieved promising results with a projection dimension of 64, utilizing 8 heads and 8 transformer …


The Experiential Value Of Gambling In F2p Gamespaces, Orlando Woods Jun 2025

The Experiential Value Of Gambling In F2p Gamespaces, Orlando Woods

Research Collection College of Integrative Studies

This article explores the experiential value of gambling within free-to-play (f2p) gamespaces. In doing so, it offers a more balanced understanding of the gambling/gaming interplay. Whilst existing understandings tend to focus on the assumedly predatory monetisation techniques that players are subjected to by game developers, I instead argue that a logic of gambling is integral to the f2p experience economy of Asian players. Drawing on an analysis of in-depth interviews with Singapore-based game players/developers, I show how the virtual items and worlds that players engage with through f2p gamespaces are imbued with experiential value, whilst developers leverage the volumes of …


T E C H R E V O L U T I O N - Navigating The Digital Classroom: Challenges And Opportunities Of Online Learning, Wes Poole May 2025

T E C H R E V O L U T I O N - Navigating The Digital Classroom: Challenges And Opportunities Of Online Learning, Wes Poole

Masters Theses

Research indicators confirm that that online learning is complex, with both challenges and opportunities to be found. There are several benefits to online learning, including flexibility, accessibility, personalized learning, and collaboration, but there are also many challenges associated with it. While equity and assessment are still major challenges, technology barriers are still present, engagement is limited, and communication is limited.

There is no doubt that self-directed learning, also referred to as online learning, provides innovative pedagogical approaches and also connects learners all over the world through self-directed learning. As a result, it is imperative that existing challenges be addressed, effective …


An End-To-End Concatenated Cnn Attention Model For The Classification Of Lung Cancer With Xai Techniques, Fariha Haque, Mohammad Asif Hasan, Md. Abu Ismali Siddique, Tonmoy Roy, Tonmoy Kanti Shaha, Yamina Islam, Avijit Paul, Muhammad E. H. Chowdhury May 2025

An End-To-End Concatenated Cnn Attention Model For The Classification Of Lung Cancer With Xai Techniques, Fariha Haque, Mohammad Asif Hasan, Md. Abu Ismali Siddique, Tonmoy Roy, Tonmoy Kanti Shaha, Yamina Islam, Avijit Paul, Muhammad E. H. Chowdhury

Instructional Technology and Learning Sciences Faculty Publications

In the field of medical imaging, deep learning (DL) techniques have made significant contributions to the detection and classification of various cancers. Identifying the precise regions in medical images containing cancerous cells plays a crucial role in the diagnostic process. Early and accurate cancer detection is essential for effective treatment and improved patient outcomes. However, manual diagnosis is labor-intensive, requiring the specialized expertise of radiologists, and the increasing number of cancer cases presents challenges in processing large volumes of image data efficiently. To address these challenges, an end-to-end concatenated Convolutional Neural Network (CNN) attention model has been proposed for automatic …


Exploring Human-Centered Principles To Improve Lecture Slides, Joshua Harlev, Louanne Boyd May 2025

Exploring Human-Centered Principles To Improve Lecture Slides, Joshua Harlev, Louanne Boyd

Student Scholar Symposium Abstracts and Posters

As a university emphasizing student participation and attention, lectures are central to the educational experience at Chapman. However, slide-based lectures can widely vary in quality and approach. Considering various debunkings of learning styles over the years, it seems more difficult than ever to understand how to most effectively teach students. Effective use of computerized tools has thus become increasingly important as the pace of change continues to increase. Yet, research is available on the effectiveness of teaching methods that can provide guidelines for instructors. With increasingly connected and capable devices at our fingertips, it is imperative to both use the …