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Context: Write Your Manuscript Title Here Author’s Name  Department of Computer Science  American International University – Bangladesh  author’s email address Abstract o Your article must include an abstract, consisting of 100-150 words, which provides readers with an overview of the content of your article.  o It is important that your abstract clearly states the purpose of your article, data analyzing methods, and summarizes the research finding/content with its usefulness to various communities (e.g., you may write: this paper/article discusses/investigates……using SLR/Interview/Survey. The primary findings are……which would be helpful for…. OR the purpose of this research….) Keywords: Word One, Word Two, Word Three o Please include a list of 5-8 keywords that figure prominently in your article. These words should include important vocabulary, names of people, and names of organizations, primarily. o These terms will be included to generate the index for the book. Please do not include words that are part of the book title or article title. Each word should be capitalized. INTRODUCTION  o After reading the introduction, the reader should be aware of why this paper is worth reading.  o Provide broad definitions and discussions of the topic and incorporate views of others (literature review) into the discussion to support, refute, or demonstrate your position on the topic.   Problem Background o Background information of the research area and definition of key research terms.  o Clearly state what is the real problem in the research domain and why this problem is important to consider. Add some references to support the texts. o How is this problem background related to your RQs?   Related Studies o To demonstrate the novelty of your research, discuss the existing research within the problem area (other’s work). Who else has studied this problem? And what were their findings? How are these studies related to the problem domain? What is the research gap still existing to consider? Research Objectives o Research motivation and aims in relation to the problem area within existence research. o Research Question (RQs can be one or two).   Research Contributions o How your research will be contributed to society and make a difference? Who is the audience of your research? What is your contribution to them? Who can use your proposed solutions and get benefits in which way? o Paper Organization plan (Optional part).          now, think of a research topic based on the above template and make it SDG RELATED AND THAT WOULD ALSO HELP THE FUTURE IF POSSIBLE. MAKE IT VERY UNIQUE YET SIMPLE, GIVE A NEW TYPE OF IDEA

Question

Context: Write Your Manuscript Title Here Author’s Name  Department of Computer Science  American International University – Bangladesh  author’s email address Abstract o Your article must include an abstract, consisting of 100-150 words, which provides readers with an overview of the content of your article.  o It is important that your abstract clearly states the purpose of your article, data analyzing methods, and summarizes the research finding/content with its usefulness to various communities (e.g., you may write: this paper/article discusses/investigates……using SLR/Interview/Survey. The primary findings are……which would be helpful for…. OR the purpose of this research….) Keywords: Word One, Word Two, Word Three o Please include a list of 5-8 keywords that figure prominently in your article. These words should include important vocabulary, names of people, and names of organizations, primarily. o These terms will be included to generate the index for the book. Please do not include words that are part of the book title or article title. Each word should be capitalized. INTRODUCTION  o After reading the introduction, the reader should be aware of why this paper is worth reading.  o Provide broad definitions and discussions of the topic and incorporate views of others (literature review) into the discussion to support, refute, or demonstrate your position on the topic.   Problem Background o Background information of the research area and definition of key research terms.  o Clearly state what is the real problem in the research domain and why this problem is important to consider. Add some references to support the texts. o How is this problem background related to your RQs?   Related Studies o To demonstrate the novelty of your research, discuss the existing research within the problem area (other’s work). Who else has studied this problem? And what were their findings? How are these studies related to the problem domain? What is the research gap still existing to consider? Research Objectives o Research motivation and aims in relation to the problem area within existence research. o Research Question (RQs can be one or two).   Research Contributions o How your research will be contributed to society and make a difference? Who is the audience of your research? What is your contribution to them? Who can use your proposed solutions and get benefits in which way? o Paper Organization plan (Optional part).          now, think of a research topic based on the above template and make it SDG RELATED AND THAT WOULD ALSO HELP THE FUTURE IF POSSIBLE. MAKE IT VERY UNIQUE YET SIMPLE, GIVE A NEW TYPE OF IDEA

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Solution

Manuscript Title: "Utilizing Machine Learning for Efficient Waste Management: A Step Towards Sustainable Development Goals"

Author’s Name: [Your Name] Department of Computer Science American International University – Bangladesh Email: [Your Email]

Abstract: This paper investigates the application of machine learning in waste management using a systematic literature review and survey. The primary findings reveal that machine learning can significantly improve waste sorting, recycling, and disposal, contributing to environmental sustainability. This research would be beneficial for waste management authorities, policymakers, and environmental researchers.

Keywords: Machine Learning, Waste Management, Sustainability, Recycling, Environmental Impact

INTRODUCTION This paper explores the potential of machine learning in revolutionizing waste management, a critical aspect of environmental sustainability. It reviews existing literature on the subject, discussing various perspectives on the potential and challenges of integrating technology with waste management.

Problem Background The research focuses on the inefficiencies in current waste management systems and the potential of machine learning in addressing these issues. The problem is significant due to the increasing waste production and its environmental impact. This problem background is directly related to the research question: "How can machine learning improve waste management efficiency?"

Related Studies Several studies have explored the intersection of technology and waste management. However, there is a research gap in comprehensive studies on the specific application of machine learning in this field, which this paper aims to address.

Research Objectives The research aims to explore the potential of machine learning in improving waste management efficiency and contributing to environmental sustainability.

Research Contributions This research will contribute to the field of waste management by providing insights into the potential of machine learning. It will benefit waste management authorities, environmental researchers, and policymakers by providing a new perspective on waste management. The proposed solutions can be used to improve waste management systems, contributing to environmental sustainability.

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