Zishan Ahmed, Shakib Sadat Shanto, Most. Humayra Khanom Rime, Md. Kishor Morol et al.
Generative AI (GAI) technologies like ChatGPT are permanently changing academic education. Their integration opens up vast opportunities for bespoke learning and better student interaction but also brings about academic honesty issues and the application of real-life educators. This study aims to fi...
Shakib Sadat Shanto, Zishan Ahmed, Akinul Islam Jony
<abstract> <p>The integration of Generative Artificial Intelligence (GAI) tools like ChatGPT, Google Bard, and Bing Chat in higher education shows excellent potential for transformation. However, this integration also raises issues in maintaining academic integrity and preventing plagiar...
Zishan Ahmed, Shakib Sadat Shanto, Akinul Islam Jony
Background: As a direct result of the Internet's expansion, the quantity of information shared by Internet users across its numerous platforms has increased. Sentiment analysis functions at a higher level when there are more available perspectives and opinions. However, the lack of labeled data sign...
Zishan Ahmed, Shakib Sadat Shanto, Akinul Islam Jony
<abstract> <p>With the advent of large language models like ChatGPT, there is interest in leveraging these tools as teaching assistants in higher education. However, important questions remain regarding the effectiveness and appropriateness of AI systems in educational settings. This stu...
Shakib Sadat Shanto, Zishan Ahmed, Nisma Hossain, Auditi Roy et al.
Sentiment analysis, the process of determining the emotional tone of a text, is essential for comprehending user opinions and preferences. Unfortunately, the majority of research on sentiment analysis has focused on reviews written in English, leaving a void in the study of reviews written in other ...
Shakib Sadat Shanto, Mushfiqur Rahman, Jaber Md. Oasik, Hamim Hossain
Aims: A smart greenhouse system that utilizes the Blynk IoT app is an innovative technology designed to automate greenhouse operations, thereby reducing labor and resource costs and optimizing plant growth. Study Design: In this paper we propose a real-time mobile app-based monitoring system to auto...
Shakib Sadat Shanto, Zishan Ahmed, Akinul Islam Jony
Generative artificial intelligence (GAI) systems like ChatGPT have gained popularity due to their ability to generate human-like text. Educators are exploring how to leverage these systems to facilitate and promote learning and develop skills and abilities. This study proposes a conceptual framework...
Shakib Sadat Shanto, Zishan Ahmed, Akinul Islam Jony
The utilization of sentiment analysis has gained significant importance as a valuable method for obtaining meaningful insights from textual data. The research progress in languages such as English and Chinese has been notable. However, there is a noticeable dearth of attention towards creating tools...
Zishan Ahmed, Shakib Sadat Shanto
In the wake of the COVID-19 outbreak, there has been a dramatic uptick in the need for efficient medical waste management, making it imperative that more surgical waste management systems are developed. Used surgical masks and gloves are examples of potentially infectious materials that are the subj...
Shakib Sadat Shanto, Akinul Islam Jony
The COVID-19 pandemic has accelerated the shift towards online education, making it a critical focus for educational institutions. Understanding students’ adaptability to this new learning environment is crucial for ensuring their academic success. This study aims to predict students’ adaptability l...
Zishan Ahmed, Md. Kishor Morol, Shakib Sadat Shanto, Ahmed Shakib Reza et al.
The increasing prevalence of hate speech on social media has raised concerns, highlighting the need for precise and interpretable detection techniques.This research introduces a new method for identifying hate speech in English on social media.It utilizes a specifically designed Bidirectional Long S...
Shakib Sadat Shanto, Zishan Ahmed, Akinul Islam Jony
Modern Generative AI (GAI) systems like ChatGPT have sparked much interest in their potential to revolutionize programming education, especially for beginners.However, the existing empirical data regarding the effectiveness of technologies like ChatGPT as autonomous programming tutors is presently l...
Ahmed Shakib Reza, Md. Kishor Morol, Shakib Sadat Shanto, Zishan Ahmed et al.
Age and gender classification from voice recordings has significant applications in personalized marketing, human-computer interaction, and speech processing.Recent advancements in this field primarily employ neural networks and traditional machine learning techniques to enhance prediction accuracy....
Shakib Sadat Shanto, Md. Kishor Morol, Zishan Ahmed, Ahmed Shakib Reza et al.
Emotion classification has emerged as a crucial task in various domains, with significant implications for understanding human behavior and improving human-computer interaction.While Bengali is spoken by a significant population globally, the advancement in developing precise emotion categorization ...
Md. Kishor Morol, Shakib Sadat Shanto, Zishan Ahmed, Ahmed Shakib Reza
This study introduces MultiLangMemeNet, a novel, unified multimodal approach for meme sentiment classification across diverse languages. The proposed model integrates visual and textual components to effectively capture the multimodal nature of memes. Five language datasets-English, Bengali, Chinese...
Shakib Sadat Shanto, R.J. Paul, Zishan Ahmed, Ahmed Shakib Reza et al.
Log analysis is challenging due to the unstructured nature of $\log$ messages. Most prior methods are limited to specific $\log$ formats and require substantial labeled data. Recent natural language processing techniques, such as large language models (LLMs), show promise for automated log analysis....
Zishan Ahmed, Shakib Sadat Shanto, Akinul Islam Jony
Sentiment analysis, which involves the identification and assessment of the emotional state of the author, constitutes an integral component within the broader context of text analysis. This approach is crucial since it facilitates a holistic understanding of users’ emotions, perspectives, and prefe...
Shakib Sadat Shanto, Ahmed Shakib Reza, S. M. Riazul Islam, Rubiat Rafi et al.
Globally, lung and colon cancers are predominant contributors to cancer mortality. Early and accurate diagnosis is crucial for effective treatment. While deep learning models have shown promise in automating cancer classification from histopathological images, challenges remain in achieving high acc...
Sharmin Akter Momu, Rafiur Rahman Siddiqui, Shakib Sadat Shanto, Zishan Ahmed
The rise of deepfake audio has increased concerns regarding the authenticity and integrity of the audio that we hear now a day. Our research proposes a multi-feature fusion approach detecting deepfake audio by integrating Mel-frequency cepstral coefficients (MFCCs), and linear frequency cepstral coe...