CSE stands for Computer Science and Engineering, a branch of engineering that deals with the design, development, and application of computer systems and software. CSE papers are research papers that present original and significant contributions to the field of CSE, such as new algorithms, methods, models, systems, applications, or surveys.
Types of CSE Papers
CSE papers can be classified into different types, depending on their purpose, scope, and format. Some of the common types are:
- Conference papers: These are papers that are submitted and presented at academic conferences, where researchers share their latest findings and ideas with their peers. Conference papers are usually short (4-10 pages) and have strict deadlines and formatting guidelines. They are often peer-reviewed and published in conference proceedings, which are collections of papers from a specific conference. Some examples of prestigious CSE conferences are NeurIPS, ICML, CVPR, SIGGRAPH, and WWW.
- Journal papers: These are papers that are submitted and published in academic journals, which are periodicals that focus on a specific topic or discipline. Journal papers are usually longer (10-30 pages) and have more rigorous and detailed peer-review processes. They are also more widely cited and have higher impact factors than conference papers. Some examples of reputable CSE journals are [IEEE Transactions on Pattern Analysis and Machine Intelligence], [ACM Transactions on Graphics], [Journal of Artificial Intelligence Research], [Communications of the ACM], and [Nature Machine Intelligence].
- Survey papers: These are papers that provide a comprehensive and systematic review of the existing literature on a specific topic or subfield of CSE. Survey papers are useful for identifying the current state-of-the-art, the main challenges and open problems, and the future directions and opportunities for research. Survey papers are usually published in journals or as book chapters, and can range from 20 to 100 pages. Some examples of recent survey papers in CSE are [A Survey on Deep Learning for Named Entity Recognition], [A Survey of Reinforcement Learning Informed by Natural Language], [A Survey of Computer Vision for Assistive Medical Diagnosis from Faces], [A Survey of Generative Adversarial Networks for Text], and [A Survey of Blockchain Technology Applied to Smart Cities: Research Issues and Challenges].
- Thesis papers: These are papers that are written by students as part of their degree requirements, such as bachelor’s, master’s, or doctoral degrees. Thesis papers are usually the longest and most comprehensive type of CSE papers, as they demonstrate the student’s ability to conduct original and independent research and make a significant contribution to the field of CSE. Thesis papers are usually supervised by one or more faculty members and are defended in front of a committee of experts. Thesis papers are usually archived in digital libraries or repositories, such as [arXiv], [ProQuest], or [EThOS].
How to Write CSE Papers
Writing CSE papers is a challenging and rewarding task, as it requires a combination of technical skills, scientific knowledge, and communication abilities. There is no definitive guide or formula for writing CSE papers, as different types, topics, and venues may have different requirements and expectations. However, some general steps and tips for writing CSE papers are:
- Choose a topic and a research question: The first step is to identify a topic and a research question that are relevant, novel, and interesting for the field of CSE. The topic should be narrow enough to be manageable, but broad enough to be significant. The research question should be clear, specific, and answerable. A good way to find a topic and a research question is to read existing literature, attend seminars and workshops, consult with mentors and peers, and brainstorm ideas.
- Conduct a literature review: The second step is to conduct a literature review, which is a systematic and critical analysis of the existing literature on the topic and the research question. The literature review should provide the background, context, and motivation for the research, and identify the gaps, limitations, and challenges in the current state-of-the-art. The literature review should also compare and contrast the different approaches, methods, and results of the previous works, and highlight their strengths and weaknesses. A good way to conduct a literature review is to use online databases, search engines, and libraries, such as [Google Scholar], [Microsoft Academic], [ACM Digital Library], [IEEE Xplore], and [ScienceDirect].
- Design and implement a method: The third step is to design and implement a method, which is a systematic and logical procedure that aims to answer the research question. The method should be based on sound theoretical foundations, empirical evidence, and best practices. The method should also be feasible, reliable, and valid. A good way to design and implement a method is to use appropriate tools, techniques, and frameworks, such as [Python], [R], [TensorFlow], [PyTorch], [scikit-learn], and [OpenCV].
- Collect and analyze data: The fourth step is to collect and analyze data, which are the raw and processed information that are used to evaluate the method and answer the research question. The data should be relevant, representative, and sufficient for the research. The data should also be collected and analyzed in an ethical, legal, and rigorous manner. A good way to collect and analyze data is to use appropriate sources, formats, and methods, such as [Kaggle], [UCI Machine Learning Repository], [ImageNet], [CSV], [JSON], [XML], [SQL], [NoSQL], [statistics], [machine learning], and [data visualization].
- Write and present the paper: The fifth and final step is to write and present the paper, which are the written and oral forms of communication that convey the main findings and contributions of the research to the intended audience. The paper should be clear, concise, and coherent, and follow the structure, style, and format of the chosen type and venue. The paper should also be original, honest, and ethical, and cite the sources properly. A good way to write and present the paper is to use appropriate tools, guidelines, and templates, such as [LaTeX], [Microsoft Word], [Google Docs], [IEEE], [ACM], [APA], [MLA], [PowerPoint], [Google Slides], and [Prezi].
I hope this overview has given you some basic understanding of what CSE papers are, and how to write them. If you want to learn more, you can check out some of the sources I have mentioned, or search for more online.