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AI-powered literature review tools leverage machine learning to expedite and enhance the scholarly process of identifying, analyzing, and synthesizing relevant research.

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# AI tools for Literature Review

In the realm of computer science research, **AI is reshaping the landscape of literature exploration**. The days of laborious manual searches are fading into the past. Instead, **AI-powered literature search tools** wield sophisticated algorithms to swiftly unearth studies that align with your initial query, ensuring a comprehensive grasp of existing knowledge. This transformative process is further augmented by **AI-driven research gap analysis**, meticulously scrutinizing current literature to reveal underexplored domains and emerging inquiries within your specific field. The result? A literature review that paints a truly panoramic view of the subject matter.

But AI's impact extends beyond mere information retrieval. It also streamlines the writing journey. Enter **AI-powered chatbot assistants**, your virtual writing companions. They deftly structure your review and offer constructive feedback on drafts, akin to having a personal writing coach by your side. Moreover, **AI-powered text summarization tools** distill lengthy essays into succinct summaries, allowing you to extract vital nuggets for your review effortlessly. And when it comes to publishing, **AI-powered journal matching tools** eliminate guesswork. They analyze your research focus and target audience, recommending suitable academic journals to enhance your chances of successful publication. 📚✨

## AI Tools

| No. | Topic                                             | Content | File | 
|----: |----------------------------------------------------|------|------|
| 1.   | Top Computer Science Literature Databases | This tool provides access to prominent databases containing computer science literature. Researchers and academics can explore relevant papers, articles, and research findings in the field of computer science. | <a href="https://github.com/drshahizan/ai-tools/blob/main/materials/d2-LR.md" ><img src="./images/brave-ai.png" width="24px" height="24px" ></a> |
| 2.   | Generative AI prompt: ChatGPT, CoPilot, Gemini | These generative AI models assist in creating human-like text based on given prompts. Whether you need chat responses, code snippets, or creative content, these tools can generate it for you. |<a href="https://github.com/drshahizan/ai-tools/blob/main/materials/d1-genai.md" ><img src="./images/brave-ai.png" width="24px" height="24px" ></a> |
| 3.   | Research Gaps | This tool helps identify gaps in existing research. Researchers can use it to pinpoint areas where further investigation is needed. | <a href="https://github.com/drshahizan/ai-tools/blob/main/materials/d1-gaps.md" ><img src="./images/brave-ai.png" width="24px" height="24px" ></a> |
| 4.   | Paper Discovery | Discover relevant research papers using this tool. It assists in finding scholarly articles related to specific topics.| <a href="https://github.com/drshahizan/ai-tools/blob/main/materials/d2-ELR.md" ><img src="./images/brave-ai.png" width="24px" height="24px" ></a> |
| 5.   | Paper Visualization | Visualize research papers and their connections. This tool aids in understanding complex relationships between academic works.| <a href="https://github.com/drshahizan/ai-tools/blob/main/materials/s1-visualization.md" ><img src="./images/brave-ai.png" width="24px" height="24px" ></a> |
| 6.   | Chatbot and Assistance | Create chatbots and virtual assistants using this tool. It enables automated interactions with users, answering queries, and providing assistance.| <a href="https://github.com/drshahizan/ai-tools/blob/main/materials/s1-chatbot.md" ><img src="./images/brave-ai.png" width="24px" height="24px" ></a> |
| 7.   | Text Summarizers |Summarize lengthy texts automatically. Whether it’s articles, reports, or research papers, this tool condenses content while retaining essential information.| <a href="https://github.com/drshahizan/ai-tools/blob/main/materials/s1-summarizers.md" ><img src="./images/brave-ai.png" width="24px" height="24px" ></a> |
| 8.   | Journal Matching | Match your research with relevant journals. This tool assists in finding suitable publication venues for your work. | <a href="https://github.com/drshahizan/ai-tools/blob/main/materials/d3.md" ><img src="./images/brave-ai.png" width="24px" height="24px" ></a> |
| 9.   | Citation Management | Manage citations efficiently. Keep track of references, generate bibliographies, and ensure accurate citations using this tool. |<a href="https://github.com/drshahizan/ai-tools/blob/main/materials/s1-citation.md" ><img src="./images/brave-ai.png" width="24px" height="24px" ></a> |

## Download
1. [Li, J., **Othman, M. S.**, Chen, H., & Yusuf, L. M. (2024). Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning. *Journal of Big Data, 11*, Article 36. https://doi.org/10.1186/s40537-024-00892-y](./images/paper1.pdf)
2. [Li, J., **Othman, M. S.**, Chen, H., & Yusuf, L. M. 2024. *A critical review of feature selection methods for machine learning in IoT security*. *International Journal of Communication Networks and Distributed Systems*, **30**(3), 264-312](./images/paper2-slr.pdf)
3. [Saleh, D. S., & **Othman, M. S**. (2024). Exploring the challenges of diagnosing thyroid disease with imbalanced data and machine learning: A systematic literature review. *Baghdad Science Journal, 21*(3), 1119-1136. https://dx.doi.org/10.21123/bsj.2023.8544](./images/paper3-slr.pdf)
4. [Image: SLR](./images/slr1img.png)
   
## Materials
| No | Lesson | Topic |
|--------|---------|---------|
| 1.| Generative AI|[Generative AI Global Interest Report 2023](https://www.electronicshub.org/generative-ai-global-interest-report-2023/)
| 2. | Installation & Sign in |[ChatGPT, BingAI, Gemini and AIPRM for ChatGPT](https://github.com/drshahizan/Generative-AI-Playground/blob/main/materials/signin.md)|
| 3. | Prompts | [Effective prompts](https://drshahizan.gitbook.io/copywriting-chatgpt/prompts/effective-prompts)|
|  |  | [ChatGPT Expert Prompts](https://github.com/drshahizan/Generative-AI-Playground/blob/main/materials/prompt.md)|
|  |  | [ChatGPT Prompts For Research Papers](https://github.com/drshahizan/Generative-AI-Playground/blob/main/materials/prompt_research.md)|
|  |  | [ChatGPT Prompts for Academic Writing](https://github.com/drshahizan/Generative-AI-Playground/blob/main/materials/prompt_academic.md)|
|  |  | [215+ ChatGPT Prompts & How to Write your Own](https://writesonic.com/blog/chatgpt-prompts)|
|  |  | [AIPRM Prompt Templates](https://drshahizan.gitbook.io/copywriting-chatgpt/prompts/aiprm-prompt-templates)|
|  |  | [Chat with Copilot regarding the PDF file](https://github.com/drshahizan/Generative-AI-Playground/blob/main/materials/copilot.md)|
| 4. | Copywriting| [Role of Copywriting](https://drshahizan.gitbook.io/copywriting-chatgpt/introduction-copywriting/role) |
|  | | [Case study: ⚽ My Bola](https://drshahizan.gitbook.io/copywriting-chatgpt/introduction-copywriting/case-study/copywriting) |
| 5. | Image Creator | [Bing's Image Creator](https://github.com/drshahizan/Generative-AI-Playground/blob/main/materials/bing_image.md) |
|  |  | [Prompt: Malaysian Cultural Artistry](https://github.com/drshahizan/Generative-AI-Playground/blob/main/materials/drawing.md) |
|  |  | [Image Prompt Generator](https://aivyx.com/bing-create-prompt-generator/) |
| 6. | AI Tools| [AI Tools for Literature Review](https://drshahizan.gitbook.io/ai-tools/) |
|  | | [Useful AI Tools](https://github.com/drshahizan/Generative-AI-Playground/blob/main/materials/aitools1.md) |
|||[AI Tools for Various Tasks](https://github.com/drshahizan/Generative-AI-Playground/blob/main/materials/aitools1.md)|
| 7. | AI Show Case | [Future of Work](https://github.com/drshahizan/Generative-AI-Playground/blob/main/images/Future%20of%20Work%20.pdf) |
|||[Stunning AI shows how it would kill 90%. w Elon Musk](https://youtu.be/J6Mdq3n6kgk?si=4G0k5-WNH55pBMhw)|
|||[Artificial Intelligence: 60 Minutes ](https://youtu.be/aZ5EsdnpLMI?si=3aEFdMyTnOWZTuCZ)|
| 8. | AI Apps| [Roam Around](https://www.roamaround.io/) |
|||[Sora](https://openai.com/sora)|

## Contribution 🛠️
Please create an [Issue](https://github.com/drshahizan/ai-tools/issues) for any improvements, suggestions or errors in the content.

You can also contact me using [Linkedin](https://www.linkedin.com/in/drshahizan/) for any other queries or feedback.

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