Welcome to SLR Workshop! We are thrilled to embark on this exciting learning journey together. Before our first class, there are a few important steps you need to take:
Ensure you have a GitHub 
account by signing up at GitHub.
All teaching materials will be available on my GitHub account. Please follow this link to access the materials.
To kick off our first meeting, please fork and star the repository available here. We will be using this repository extensively.
Please fill in 🧑💻 your details in the provided Google Sheets document: Student and Lecturer.
Throughout this course, we will utilize GitHub for sharing materials, submitting tasks, projects, and more. Make sure you have a meaningful GitHub username associated with your account.
You have created a Scopus account and obtained a Scopus API. Scopus offers a set of APIs that allow you to access Scopus data in a machine-readable format. You can use these APIs to find articles, authors, institutions, citations, and other information in Scopus. You can also use these APIs to perform advanced queries, such as filtering by keywords, dates, fields, or metrics. To access Scopus via its API, you need to register API keys at https://dev.elsevier.com. For each profile, you may register 10 keys. If you are interested in learning more about how to use Scopus APIs for your research projects, you can visit this page for some examples and tutorials. You can also explore the interactive Scopus APIs that let you visualize and analyze data from Scopus in real time.
You require the Semantic Scholar API. Semantic Scholar API is a service that allows you to access and analyze scholarly data from Semantic Scholar, a platform that provides a reliable source of scientific publications. To use Semantic Scholar API, you need to have an API key that you can request from this page. You can find more details about how to use Semantic Scholar API in this tutorial or in this documentation. Semantic Scholar API is a great resource for researchers who want to find and explore scientific publication data programmatically. You can use it to build projects that accelerate scientific progress with data analysis, visualization, and machine learning.
Publish or Perish is a software program that retrieves and analyzes academic citations. It can help you to present your research impact, find the best journals to submit to, and prepare for job interviews. To install Publish or Perish on your computer, you need to download the Publish or Perish installer from this page. After successful installation, you can now use Publish or Perish to search for academic citations, analyze citation metrics, and generate reports. You can also save your queries and results in various formats, such as HTML, CSV, PDF, or Word.
Zotero is a software program that helps you collect, organize, cite, and share research sources. To install Zotero on your computer, you need go to the Zotero download page and select the version for your operating system. They have Windows, Mac, and Linux installers. You also need to install the Zotero Connector for your browser, which allows you to save sources to Zotero with a single click. You can find the Zotero Connector for Chrome, Firefox, Safari, and Edge on the same download page.
To sign in to Bing Chat AI, you need to have a Microsoft account and use the Microsoft Edge web browser. Here are the steps to follow:
- Visit bing.com with the Microsoft Edge web browser.
- Sign in with your Microsoft account.
- Click "Chat" at the top of the page.
- Choose a conversation style and type your prompt.
Please be sure to complete these tasks before our first class, as they are essential for our learning and collaboration.
Literature search, a crucial aspect of academic research, involves the systematic exploration and retrieval of relevant scholarly information to support a particular topic or inquiry. Researchers employ various tools and databases to conduct comprehensive searches. Scopus and Web of Science are renowned multidisciplinary databases providing access to a wide array of academic literature, while Google Scholar offers a user-friendly interface for a broad search across disciplines. Semantic Scholar employs artificial intelligence to enhance search precision, while PubMed specializes in biomedical and life sciences. EvidenceHunt is a platform facilitating evidence-based research EvidenceHunt, and Publish or Perish evaluates research impact using citation metrics. Zeta Alpha, and Consensus.app are emerging platforms offering collaborative research and decision-making functionalities. Additionally, scite.ai aids researchers in assessing the reliability of scientific claims through citation analysis. This diverse array of tools caters to researchers' needs, offering a spectrum of options for efficient literature exploration and retrieval.
Paper discovery, the challenging task of locating pertinent academic papers amidst the vast volume published annually, is significantly enhanced by artificial intelligence (AI) tools. These tools, such as Connected Papers, R Discovery, Humata AI, Litmaps, ResearchRabbit, and Inciteful, leverage advanced algorithms to streamline and optimize the paper discovery process. Connected Papers utilizes machine learning to analyze citation patterns, enabling users to explore relationships between papers. R Discovery employs recommendation algorithms and natural language processing to provide personalized paper suggestions. Humata AI utilizes NLP to understand paper content, offering tailored recommendations. Litmaps creates interactive knowledge maps using machine learning and NLP, aiding users in thematic paper discovery. ResearchRabbit, an AI research assistant, analyzes user inputs and preferences to recommend relevant papers, while Inciteful utilizes machine learning to understand user behavior and offer personalized insights. Collectively, these AI tools contribute to the efficiency and effectiveness of paper discovery, facilitating researchers in navigating the expansive academic landscape.
Paper visualization tools, leveraging advanced artificial intelligence techniques, play a crucial role in aiding researchers to navigate and comprehend the intricate landscape of scholarly literature. Examples such as Open Knowledge Maps utilize semantic analysis and machine learning algorithms to extract key concepts, generating interactive visual knowledge maps that offer an intuitive overview of a research topic. VOSviewer employs clustering algorithms and term extraction methods to create network visualizations, facilitating the exploration of relationships between papers, authors, and keywords. CiteSpace focuses on the temporal evolution of research topics, utilizing algorithms to detect emerging trends and visualize the chronological development of fields. Gephi , a versatile network analysis tool, provides visually appealing graphs for exploring connections in bibliometric data. Bibliometrix, an R-based package, combines statistical methods with visualization capabilities to generate insightful visualizations, including co-authorship networks and keyword co-occurrence maps. These AI-powered tools collectively empower researchers to identify trends, gaps, and relevant papers efficiently, enhancing their ability to navigate and contribute to the scholarly conversation.
Exploring copywriting with ChatGPT from an academic perspective means looking at how artificial intelligence (AI) and writing work together. ChatGPT, an advanced language tool, changes how we create writing. By using smart computer programs and lots of information, this AI can create detailed and fitting writing based on what users ask. Looking at this from an academic view helps us understand how ChatGPT handles language intricacies and adjusts to different writing styles. It gives us a better picture of how technology and language connect. This academic study not only shows the potential of AI-driven writing in changing how we create content but also makes us think about important things like ethics, language details, and how human creativity fits into a world with smart machines.
Chatbots and assistance tools are becoming increasingly popular as a way to provide customer service, answer questions, and even generate creative content. AI tools like ChatGPT, Bing Chat, Perplexity, ChatPDF, PaperPal, and Paper Brain are being used to create chatbots and assistance tools that can understand natural language, answer questions intelligently, and even generate creative text formats. These tools can be used for postgraduate research students by providing 24/7 access to a vast amount of information. They can also be used to help researchers to identify relevant papers, to summarize the content of papers, and to generate ideas for new research. For example, a PhD student who is researching the effects of climate change on coral reefs could use a chatbot to ask questions about the latest research on the topic. The chatbot could then provide the student with summaries of relevant papers, as well as links to additional resources. The student could also use the chatbot to generate ideas for new research projects. Chatbots and assistance tools can help researchers to save time by automating tasks, such as searching for papers and summarizing their content. They can also help researchers to improve the accuracy of their research by providing access to the latest research and by helping them to identify relevant papers. Additionally, chatbots and assistance tools can be personalized to the individual researcher, which can improve the research experience.
Citation management tools are indispensable assets for researchers and students, providing a systematic approach to the daunting task of handling references. These software applications, exemplified by notable tools like EndNote, RefWorks, Zotero, and Mendeley, offer a comprehensive solution to the complexities of organizing, tracking, and citing sources.
Managing a systematic review is a complex process that requires careful planning and execution. There are a number of tools available to help researchers manage their systematic reviews, including: Rayyan. SysRev, Convidence, RevMan, Readwise, Obsidian, colandr, SRDR+ (AHRQ), The Systematic Review Toolbox, PRISMA-P, EQUATOR Network and DistillerSR.
Text summarizers like Elicit, SciSpace, QuillBot, Wordtune, Scholarcy, Resoomer, and TLDR This help make long content shorter. They use smart technology to pick out important information and create brief summaries. Elicit is good for summarizing web pages, SciSpace focuses on science stuff, QuillBot can rewrite and summarize, Wordtune helps with writing, Scholarcy is for academic papers, Resoomer works for various content, and TLDR This quickly summarizes articles and documents. These tools save time and make information easier to understand by getting to the main points.
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You can also contact me using Linkedin for any other queries or feedback.