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2025

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Teachers’ Talk About Children’S Texts, Sarah J. Mccarthey, Ngan Vu, Jiadi Zhang Jul 2025

Teachers’ Talk About Children’S Texts, Sarah J. Mccarthey, Ngan Vu, Jiadi Zhang

Teaching/Writing: The Journal of Writing Teacher Education

Using a framework for discourses about writing, the qualitative study investigates teachers’ discussions about student texts during focus group sessions. The setting was a small, private school with a diverse student population and teachers who shared an approach to teaching. Their discussions focused on aspects of student writing including word choice and voice; learning to write within genres such as narrative, opinion, and poetry; and writing for an audience. Teachers valued multimodality by emphasizing how pictures and text can support one another throughout the writing process. The data reflect teachers’ knowledge of the students as writers and their cultural and …


“I Have Never Enjoyed Writing…” Exploring Pre-Service Teachers’ Divergent Perspectives And Responding To Student Writing, Nicole M. Martin, Lisa K. Hawkins, Jennifer Cooper Mrs. Jul 2025

“I Have Never Enjoyed Writing…” Exploring Pre-Service Teachers’ Divergent Perspectives And Responding To Student Writing, Nicole M. Martin, Lisa K. Hawkins, Jennifer Cooper Mrs.

Teaching/Writing: The Journal of Writing Teacher Education

Understanding of pre-service teachers’ [PSTs’] growth in practice is foundational to making the most of available opportunities in writing teacher preparation programs. We sought to examine differences in PSTs’ changes in reading and responding to student writing when their perspectives diverge from each other. Three PSTs enrolled in one learning-to-teach-writing course participated. Our comparisons of PSTs’ initial and end-of-semester reading and responding revealed varied changes within their core practice. PSTs’ variations displayed alignment to their divergent writing attitudes and beliefs. The results highlight the need for more nuanced attention to PSTs' growth in practice in future writing teacher preparation coursework.


Combining Bibliotherapy And Dialogue Journaling In A Fourth-Grade Book Club: Impact On Students’ Writing Apprehension, Leah A. Bryars, Bethanie C. Pletcher Jul 2025

Combining Bibliotherapy And Dialogue Journaling In A Fourth-Grade Book Club: Impact On Students’ Writing Apprehension, Leah A. Bryars, Bethanie C. Pletcher

Teaching/Writing: The Journal of Writing Teacher Education

This article presents the qualitative findings derived from a larger convergent-parallel mixed methods study that explored the outcomes of a bibliotherapy and dialogue journaling intervention on the writing apprehension of eight fourth-grade student participants in an after-school book club. In addition to transcripts of dialogue journal entries, other qualitative data included survey responses from the fourth-grade language arts teachers, field notes, and a post-intervention focus group interview. The qualitative data set was transcribed, coded, and analyzed for emergent themes. Qualitative findings suggested that the student participants demonstrated increased confidence and were in the process of developing more positive attitudes toward …


Work And Its Discontents, Daniel Bell Jul 2025

Work And Its Discontents, Daniel Bell

Hannah Arendt Marginalia - All

Boston : Beacon Press, [1956]

Call #: HD4904 .B44

Contains marginalia, underlining and marginal lining

PDF information: 25 pages – 1.4 MB


The U.S. Drug Policy Hamster Wheel: A Critical Discourse Analysis Of Seattle’S New Drug Ordinance, Hallie Conyers-Tucker Jul 2025

The U.S. Drug Policy Hamster Wheel: A Critical Discourse Analysis Of Seattle’S New Drug Ordinance, Hallie Conyers-Tucker

Seattle University Law Review

The author critically examines Seattle’s new drug ordinance using Critical Discourse Analysis (CDA) to reveal how legislative language influences the policy's actual effect. Although the ordinance claims to prioritize diversion and community health, the use of permissive language such as “may” and “shall” grants broad discretionary power to law enforcement and undermines the stated intent. The author situates the ordinance within a broader historical context, highlighting how drug policy in the United States has consistently been shaped by racialized and stigmatizing narratives. Additionally, the author argues that meaningful reform requires reframing the discourse around substance use to support public health …


Memorandum Regarding Ireland’S Proposal To Revise The Meaning Of Genocide Under International Law, Menachem Z. Rosensaft Jul 2025

Memorandum Regarding Ireland’S Proposal To Revise The Meaning Of Genocide Under International Law, Menachem Z. Rosensaft

Cornell Law Faculty Working Papers

Ireland’s new and far-reaching proposal regarding the suggested construction of the crime of Genocide contained in its Declaration of Intervention (Intervention) in the case brought by South Africa against the State of Israel (and echoed in its identical intervention at the same time in The Gambia v. Myanmar) in the International Court of Justice (ICJ) under the 1948 Convention on the Prevention and Punishment of the Crime of Genocide (Genocide Convention) runs counter to almost 80 years of established law and principle regarding genocide.

In announcing its intention to intervene in the case against Israel, Ireland’s government in a statement …


Perceived Impact Of Participating As A Former Immigrant High School Athlete In A Program That Prioritized Social-Emotional Needs And Self-Determination Of Young Adult Males, Filip Cejovic Jul 2025

Perceived Impact Of Participating As A Former Immigrant High School Athlete In A Program That Prioritized Social-Emotional Needs And Self-Determination Of Young Adult Males, Filip Cejovic

Walden Dissertations and Doctoral Studies

Many studies have confirmed the positive impacts of extracurricular activities on students' academic achievement and social success, but also revealed that few educational policies go beyond addressing the most basic needs of language and lunch for immigrant students. As the process of assimilation can impact numerous factors and long-term outcomes for these students, this study explored extracurricular program structures that prioritize participants’ psychological needs and whether these structures have a positive impact on immigrant students’ self-determination, intrinsic motivation, and future success. This qualitative, practice-focused case study examined a purposeful sample of one boys’ high school soccer program at a public …


Seven Um Graduates Earn Fulbright Scholarships, Clara Turnage Jul 2025

Seven Um Graduates Earn Fulbright Scholarships, Clara Turnage

University of Mississippi News

OXFORD, Miss. – Seven recent University of Mississippi graduates have a chance to teach English around the world through the Fulbright U.S. Student Program.


“Silent Is Not Actually Silent”: An Investigation Of Toxicity On Bug Report Discussion, Mia Mohammad Imran, Jaydeb Sarker Jul 2025

“Silent Is Not Actually Silent”: An Investigation Of Toxicity On Bug Report Discussion, Mia Mohammad Imran, Jaydeb Sarker

Computer Science Faculty Research & Creative Works

Toxicity in bug report discussions poses significant challenges to the collaborative dynamics of open-source software development. Bug reports are crucial for identifying and resolving defects, yet their inherently problem-focused nature and emotionally charged context make them susceptible to toxic interactions. This study explores toxicity in GitHub bug reports through a qualitative analysis of 203 bug threads, including 81 toxic ones. Our findings reveal that toxicity frequently arises from misaligned perceptions of bug severity and priority, unresolved frustrations with tools, and lapses in professional communication. These toxic interactions not only derail productive discussions but also reduce the likelihood of actionable outcomes, …


Llput: Investigating Large Language Models For Bug Report-Based Input Generation, Alif Al Hasan, Subarna Saha, Mia Mohammad Imran, Tarannum Shaila Zaman Jul 2025

Llput: Investigating Large Language Models For Bug Report-Based Input Generation, Alif Al Hasan, Subarna Saha, Mia Mohammad Imran, Tarannum Shaila Zaman

Computer Science Faculty Research & Creative Works

Failure-inducing inputs play a crucial role in diagnosing and analyzing software bugs. Bug reports typically contain these inputs, which developers extract to facilitate debugging. Since bug reports are written in natural language, prior research has leveraged various Natural Language Processing (NLP) techniques for automated input extraction. With the advent of Large Language Models (LLMs), an important research question arises: how effectively can generative LLMs extract failure-inducing inputs from bug reports? In this paper, we propose LLPut, a technique to empirically evaluate the performance of three open-source generative LLMs-LLaMA, Qwen, and Qwen-Coder-in extracting relevant inputs from bug reports. We conduct an …


Linguistic Identity: An Ostensive Definition, Kiesha Martin Jul 2025

Linguistic Identity: An Ostensive Definition, Kiesha Martin

Dissertations (1934 -)

This dissertation offers an ostensive definition of linguistic identity illustrated through historical and literary examples, lived experience, and even public policy. Linguistic identity consists of three parts: idiolect, dialect, and linguistic agency. The idiolect is a speaker’s personal identity. The dialect is a speaker’s social identity. Linguistic agency is the synthesis of both. This is an attempt to clarify the nature of the relationship between language and the self. Linguistic identity is an aspect of identity that has received scant attention in philosophy—even amidst the focus on language and linguistic analysis in this discipline. The objective is to bring linguistic …


The Middle Class, The Youth, The Highways: Production Of Space And Urban Memory In Blok M, Jakarta, Bimana Novantara, Yudi Bachrioktora, Lilawati Kurnia Jul 2025

The Middle Class, The Youth, The Highways: Production Of Space And Urban Memory In Blok M, Jakarta, Bimana Novantara, Yudi Bachrioktora, Lilawati Kurnia

International Review of Humanities Studies

This paper examines the historical and contemporary dynamics of the Blok M area in Jakarta as a public space undergoing a process of spatial, cultural, and symbolic transformation. Using Henri Lefebvre’s theory of the production of space and then relating it to the discourse of urban memory according to Abidin Kusno, this study traces how Blok M developed from the modernist urban planning of Kebayoran Baru after independence to be the epicenter of youth festivity, then declined until it rose again through a place that utilized the memory of this area in the past. This study highlights how the politics …


Language Of Love: Kafka’S Affective Meaning In Briefe An Milena, Kafka Aisyah Triny, Julia Wulandari Jul 2025

Language Of Love: Kafka’S Affective Meaning In Briefe An Milena, Kafka Aisyah Triny, Julia Wulandari

International Review of Humanities Studies

Franz Kafka is known for his twisted literature filled with dark atmosphere and word choices, however when it comes to writing letters to his muse, Milena, he uses words unknown to him. He expresses his barest soul to her using word choices that indicate someone who is amazed. For a person like Kafka, love is not all about complementing word choices and emotions, seen by his internal battles with himself and uncertainty regarding the topic of love. This research will use Geoffrey Leech’s semantic framework along with Monica Schwarz and Jeannette Chur’s Wortfeld theory. The study aims to examine Kafka’s …


Comparative Designs Reveal Preferences For Human-Generated Rather Than Ai-Generated Art, Oliver Jacobs, Farid Pazhoohi, Grayson Mullen, Alan Kingstone Jul 2025

Comparative Designs Reveal Preferences For Human-Generated Rather Than Ai-Generated Art, Oliver Jacobs, Farid Pazhoohi, Grayson Mullen, Alan Kingstone

School of Psychology

The evaluation of AI-generated art has seen increased interest after widespread access to AI-generated art (e.g., DALL-E or Stable Diffusion). While previous studies have suggested that there are preferences for human-generated art, the research remains far from robust with numerous contradictory findings. One potential reason for this discrepancy is differing experimental designs employing comparative or non-comparative methods. To shed light on this problem, two experiments were conducted: one using a Likert scale (N = 250) and another using a 2-alternative forced choice design (N = 102). Our conflicting results between the two designs suggest that traditional Likert-based art appraisals in …


Representing Vietnam’S Political Leadership In International Media: A Critical Discourse Analysis Of Coverage From 2018 To 2024, Jackson Andre William Kumaat Jul 2025

Representing Vietnam’S Political Leadership In International Media: A Critical Discourse Analysis Of Coverage From 2018 To 2024, Jackson Andre William Kumaat

International Review of Humanities Studies

International media play a powerful role in shaping global perceptions of political legitimacy, particularly in states where authoritarian governance coexists with economic success. Vietnam—often described as a one-party socialist state with rapid economic growth—has attracted increased attention in international news coverage, yet little research has examined how its leadership is discursively constructed through media narratives. This study addresses that gap by analyzing how Vietnam’s political leadership was represented in international media from 2018 to 2024. Using Norman Fairclough’s Critical Discourse Analysis (CDA) and Stuart Hall’s theory of representation, the research investigates how ideology, power, and meaning are embedded in news …


Representing Foreign Husbands: A Comparative Study Of Narrative Styles In My Neighbor, Charles, Fadhila Hasby Jul 2025

Representing Foreign Husbands: A Comparative Study Of Narrative Styles In My Neighbor, Charles, Fadhila Hasby

International Review of Humanities Studies

This study investigates the representation of foreign husbands in South Korean television by analyzing the reality TV show *My Neighbor, Charles*, which features intermarried couples of Korean women and foreign men. It examines the narrative patterns associated with white and non-white foreign husbands. Utilizing the three-act narrative structure theory as an analytical framework, Stuart Hall's concepts of representation and Dyer's work on Whiteness, this research reveals how Korean media, particularly television, reflects unbalanced and racially biased portrayals of foreign husbands. Such unequal representations not only illustrate the practice of racism within the Korean context but also shed light on how …


“Gue Lo”: Form Of Address As A Strategy For Negotiating Cultural Identity, Dwi Rahmawanto Jul 2025

“Gue Lo”: Form Of Address As A Strategy For Negotiating Cultural Identity, Dwi Rahmawanto

International Review of Humanities Studies

This study examines the relationship between language choice, especially the use of the form of address gue lo, and the disclosure of the cultural identity of Javanese students at Universitas Indonesia. This study adopts a descriptive mixed-methods approach, combining quantitative and qualitative data collected through a survey of 52 Javanese student respondents. The results indicate that most respondents used the form of address gue lo when interacting with peers from outside Java, whereas alternative forms were more commonly used with other Javanese students. Correlation tests revealed a negative relationship between the intensity of gue lo usage and the desire …


The 15-Minute City And Social Behavior Changes In The Tod Area: Blok M-Sisingamangaraja Tod Case Study, Dede Julfikar, Lin Yola Jul 2025

The 15-Minute City And Social Behavior Changes In The Tod Area: Blok M-Sisingamangaraja Tod Case Study, Dede Julfikar, Lin Yola

International Review of Humanities Studies

The changing process of the city can be due to economic development that results in urbanization then enlarges the city. This situation affects the growth and evolution of other activities in urban areas such as the emergence of new residential areas, industrial zones, and trade and service (commercial) areas. The government of DKI Jakarta is targetting to develop many public transportation infrastructure due to its target of 2040 70% of Jakarta residents live near by transit points. So that the distance of residential residents to urban facilities can be reached within 15 minutes of walking, cycling or using public transportation. …


The Establishment Of Jakarta International Schoolin Indonesia As A Reflection Of Globalisation Through Education, Brandon Cahyadhuha Rusdy, Linda Sunarti Jul 2025

The Establishment Of Jakarta International Schoolin Indonesia As A Reflection Of Globalisation Through Education, Brandon Cahyadhuha Rusdy, Linda Sunarti

International Review of Humanities Studies

"This article examines the establishment of Jakarta International School (JIS) within the context of the globalisation of Indonesia. Established in 1951 under the name International School of Djakarta by Antoinette Stepanek, an educator from the United States, it was the first school to provide an English-language education for the children of expatriates in Jakarta, Indonesia. The school underwent several name changes throughout its history. In 1965, the school was renamed to Joint Embassy School to reflect the support from a coalition of embassies, consisting of the United States, United Kingdom, Australia and Yugoslavia. In 1978, the school was renamed again …


Advertising Appeals Through Instagram Caption Code Switching, Irma Aulia Irawan, Myrna Laksman-Huntley Jul 2025

Advertising Appeals Through Instagram Caption Code Switching, Irma Aulia Irawan, Myrna Laksman-Huntley

International Review of Humanities Studies

The COVID-19 disease required everyone to go into lockdown. All activities and communications were carried out through mobile devices, driving online content consumption to double. The Instagram app, which is part of social media, increased its visits by 43 percent during the lockdown of the COVID-19 pandemic. As users turn to social media, influencers are emerging as figures in shaping online interactions and trends. One of the popular French influencers is Léna Mahfouf (@lenamahfouf). As a global fashion influencer, Mahfouf often uses English transitions in her captions. This qualitative research will identify the types of code-switching found with Poplack's theory …


Synthesizing Co-Reading Behaviors: Insights From Graduate Students’ Experience And A Rapid Scoping Review, Watcharasak Sudla, Wannee Kaemkate Jul 2025

Synthesizing Co-Reading Behaviors: Insights From Graduate Students’ Experience And A Rapid Scoping Review, Watcharasak Sudla, Wannee Kaemkate

Higher Learning Research Communications

Objectives: Collaborative reading of research articles is essential for graduate students to develop academic reading skills through peer engagement in knowledge sharing, reflection, and feedback. However, limited information exists about the behaviors indicative of co-reading practices. This study aims to identify behavioral indicators and social participation in students’ co-reading of research articles.

Methods: In this study, we integrated key behavioral indicators of co-reading based on data from interviews with 23 graduate students and a rapid scoping review. The collected data were then subjected to content analysis and data visualization.

Results: The findings categorize individuals involved in co-reading into six groups: …


Explore Toolkit, Kimberly Page, Janet Page Reeves, Ivan De La Rosa, Marie Alice Scott, Christina Phillips, Maria Sanchez, Andrew Gorvetzian, Joe Albright, Cynthia Killough, Randall Benalli Jul 2025

Explore Toolkit, Kimberly Page, Janet Page Reeves, Ivan De La Rosa, Marie Alice Scott, Christina Phillips, Maria Sanchez, Andrew Gorvetzian, Joe Albright, Cynthia Killough, Randall Benalli

Epidemiology, Biostatistics, and Preventive Medicine

Welcome to the Exploring Health Beliefs for Community Engagement and Diversity in Clinical Trials (EXPLORE) Toolkit, a resource designed to support researchers and frontline workers addressing substance use in the Borderlands. The EXPLORE Toolkit was designed by an interdisciplinary team of epidemiologists, social workers, anthropologists, and public health professionals to enhance the engagement of underrepresented communities in substance use clinical trials. Utilizing a strength-based approach, the toolkit addresses equity, stigma, and participation barriers, promoting culturally sensitive and community-centered research practices. This toolkit is an ideal tool for clinical trials researchers and community health workers who are interested in learning more …


Discourse Of Indian Knowledge System, Pooja Rai, Rajani Kant Pandey Jul 2025

Discourse Of Indian Knowledge System, Pooja Rai, Rajani Kant Pandey

The World Research of Political Science Journal

Indian Knowledge Systems (IKS) is a section of the Indian Ministry of Education that promotes indigenous knowledge systems. Knowledge assets generated in India are called the Indian Knowledge System (IKS). Mathematics, physics, technology, medicine, astronomy, architecture, philosophy, arts, languages, literature, culture, society, and traditions are included. IKS has traditionally established its own written or verbal texts, methodologies, and standards for knowledge generation, validation, and dissemination. The Indian knowledge system covers all sectors of society, unlike the western one. Indian knowledge system lags western methodology. This deficiency is due to two factors: Indias history as a nation-state and western societys methodology. …


From Orwel’S 1984 To Assad’S Syria: When Dystopian Fiction Turns Political Reality, Shahd Gadallah Jul 2025

From Orwel’S 1984 To Assad’S Syria: When Dystopian Fiction Turns Political Reality, Shahd Gadallah

The World Research of Political Science Journal

As we approach the 76th anniversary of George Orwell’s 1984 on June 8th, the novel is a critique of tolerationism, illustrating a fictional world where propaganda, surveillance, and political repression sustain an all-controlling regime. The novel’s theme resonates with real world authoritarian governments, particularly the recently disposed Assad regime in Syria. This article explores how the governance tactics of the Assad regime such as historical revisionism, mass surveillance, state-controlled propaganda and the cult of leadership mirror the Orwellian fictional dystopian mechanisms. By comparing key elements of Orwell’s 1984 with the political atmosphere under decades of Assad regime, the article argues …


Culturally Inclusive End-Of-Life Simulation For Undergraduate Nursing Students, Jodi Olson Jul 2025

Culturally Inclusive End-Of-Life Simulation For Undergraduate Nursing Students, Jodi Olson

DNP Projects

Background
End-of-life (EOL) care is a challenging yet essential aspect of nursing practice. Nursing students often report low confidence and competence in managing culturally and spiritually diverse EOL scenarios. Simulation-based learning has proven to be effective in enhancing students' preparedness for complex clinical situations.

Purpose
This project aimed to evaluate the impact of a high-fidelity, culturally, and spiritually diverse EOL simulation on undergraduate nursing students’ perceived competence in delivering culturally sensitive EOL care.

Methods
A quantitative pre/post design was used with a convenience sample of 50 junior-year nursing students enrolled in a chronic care management course. Students participated in a …


The Pressures Experienced By First-Generation Students With Afro-Diasporic Migrant Parents In The University Setting, Bryanna M. Larnyoh Jul 2025

The Pressures Experienced By First-Generation Students With Afro-Diasporic Migrant Parents In The University Setting, Bryanna M. Larnyoh

Undergraduate Honors Theses

Guided by a life-reflectance perspective, this thesis investigates the academic and emotional experiences of BYU students with Afro-Diaporic immigrant parents, focusing on how they navigate familial expectations, cultural brokering, and identity formation.

The researcher conducted qualitative research in the form of interviewing five BYU students, born in the United States of America, with Afro-Diasporic migrant parents. By identifying positive and negative effects of their experiences on their socio-emotional health, the results identified commonalities and deviations in the students’ experiences that affect their overall BYU experience and cultural identity awareness.


Translation, Adaptation, And Validation Of Player Experience Of Need Satisfaction Scale (Pens) Modified Version In Malaysian Multiplayer Online Battle Arena (Moba) Players, Soo Ting T'Ng Dr, Khee Hoong Ho, Wen Sam Leong, Poh Chua Siah, Nurul Iman Binti Abdul Jalil, Kee Pau Jul 2025

Translation, Adaptation, And Validation Of Player Experience Of Need Satisfaction Scale (Pens) Modified Version In Malaysian Multiplayer Online Battle Arena (Moba) Players, Soo Ting T'Ng Dr, Khee Hoong Ho, Wen Sam Leong, Poh Chua Siah, Nurul Iman Binti Abdul Jalil, Kee Pau

Makara Human Behavior Studies in Asia

This study aimed to translate, adapt, and validate the modified version of the Player Experience of Need Satisfaction (PENS) for Malaysian Multiplayer Online Battle Arena (MOBA) players. The translation and adaptation process involved a rigorous procedure with nine mental health and linguistic experts. A non-probability sampling method was applied by recruiting 491 participants from the MOBA Facebook groups. The parallel analysis indicated a two-factor structure (autonomy and competence as one factor and relatedness as another factor). Confirmatory factor analysis demonstrated a better model fit for the translated version compared with the original English version, with satisfactory psychometric properties. Future studies …


Multilingual Cyber Threat Intelligence Feeds Preprocessing For Threat Intelligence Event Extraction: A Systematic Literature Review, Jamal H. Al-Yasiri, Mohamad Fadli Bin Zolkipli, Nik Fatinah N. Mohd Farid Jul 2025

Multilingual Cyber Threat Intelligence Feeds Preprocessing For Threat Intelligence Event Extraction: A Systematic Literature Review, Jamal H. Al-Yasiri, Mohamad Fadli Bin Zolkipli, Nik Fatinah N. Mohd Farid

Karbala International Journal of Modern Science

In cyber threat intelligence (CTI), information security specialists face overwhelming data flows from multiple sources, including hacker forums, dark web markets, and social media. These diverse and multilingual information streams require extensive analysis and processing. However, the current state of CTI faces several challenges, such as reliance on manual annotation and evaluation, as well as limited support for non-English languages, which hinders advanced threat detection and comprehensive analysis. This systematic literature review proposes a conceptual framework designed to overcome existing state-of-the-art limitations. It evaluates recent advancements in CTI methodologies by following PRISMA guidelines and analyzing selected studies from reputable sources, …


Attention-Based Binary Question Answering Using Hybrid Of Bi-Lstm And Bi-Gru, Nada Fadhil Mohammed, Israa Hadi Ali Jul 2025

Attention-Based Binary Question Answering Using Hybrid Of Bi-Lstm And Bi-Gru, Nada Fadhil Mohammed, Israa Hadi Ali

Baghdad Science Journal

Question Answering (QA) is a crucial aspect of Natural Language Processing (NLP) and information retrieval systems. Users usually hope to help with everyday life by teaching the program how to answer questions like a real person. QA aims using NLP techniques to generate a correct answer to a given question according to given context or knowledge on the massive unstructured corpus). Binary question answering (Binary QA) involves providing binary answers (yes/no, true/false) to questions posed in natural language. With the development of deep learning over the years, deep learning technologies have played a pivotal role in advancing the state-of-the-art in …


Performance Of Cnn And Lstm Model On Covid-19 News Headline Data Classification, Dian Kurniasari, Luthfia Nur Azizah, Purnomo Husnul Khotimah, Warsono Jul 2025

Performance Of Cnn And Lstm Model On Covid-19 News Headline Data Classification, Dian Kurniasari, Luthfia Nur Azizah, Purnomo Husnul Khotimah, Warsono

Baghdad Science Journal

During the COVID-19 pandemic, mass media, especially online news portals, have been essential in disseminating health information and governmental policies, serving as the primary reference for the general public. Unfortunately, not all news articles are relevant to COVID-19 case monitoring. Some sources provide information that is less useful for tracking the pandemic's progression. Thus, it is crucial to develop a methodology that allows news articles to effectively aid stakeholders in monitoring COVID-19 developments. This study proposes using Deep Learning (DL) models to classify news headlines for this purpose. The aim is to identify suitable and reliable DL models for classifying …