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| import streamlit as st | |
| import numpy as np | |
| import plotly.graph_objects as go | |
| from sklearn.linear_model import LinearRegression | |
| # Week 1 content in person | |
| def show(): | |
| st.title("Week 1: Developing Research Interests") | |
| # Section 1: How to do research | |
| st.header("1. Research Fundamentals") | |
| st.markdown(""" | |
| ### What is research? | |
| Research is a systematic process of investigation to discover new knowledge or validate existing knowledge. | |
| #### How to get started learning about your topic: | |
| 1. Websearch the topic area in general | |
| 1. Wikipedia | |
| 2. Google | |
| 3. Stanford Encyclopedia of Philosophy | |
| 4. News Reports | |
| 2. Look for specific topics in Google Scholar or other scholarly databases | |
| 1. [CNKI](https://www.cnki.net/index/) | |
| 3. Read research papers | |
| - **Google Scholar**: Your gateway to academic literature | |
| - Add key terms from your general search | |
| - Look through academic papers | |
| - Find data sources | |
| - Utilitize literature reviews | |
| """) | |
| st.header("1A. How to Read a Research paper") | |
| st.markdown(""" | |
| 1. Introduction and conclusion/results are the most important sections | |
| - These provide key context and findings | |
| - Focus on these first for quick understanding | |
| 2. Approach and methodology sections are also critical | |
| - Help understand how the research was conducted | |
| - Important for evaluating validity | |
| 3. Citations and footnotes provide valuable context | |
| - Help trace development of ideas | |
| - Point to related work and background material | |
| - Essential for understanding the broader research area | |
| """) | |
| col1, col2 = st.columns(2) | |
| with col1: | |
| st.header("1B. Literature Reviews") | |
| st.markdown(""" | |
| - **Literature Review**: | |
| - Full Literature Review | |
| - General problem/task definition: What are these papers trying to solve, and why? | |
| - Concise summaries of the articles: Do not simply copy the article text in full. We can read them ourselves. Put in your own words the major contributions of each article. | |
| - Compare and contrast: Point out the similarities and differences of the papers. Do they agree with each other? Are results seemingly in conflict? If the papers address different subtasks, how are they related? (If they are not related, then you may have made poor choices for a lit review...). This section is probably the most valuable for the final project, as it can become the basis for a lit review section. | |
| - Future work: Make several suggestions for how the work can be extended. Are there open questions to answer? This would presumably include how the papers relate to your final project idea. | |
| - References section: The entries should appear alphabetically and give at least full author name(s), year of publication, title, and outlet if applicable (e.g., journal name or proceedings name). Beyond that, we are not picky about the format. Electronic references are fine but need to include the above information in addition to the link.[^1] | |
| [^1]: Credit: Stanford CS224U | |
| """) | |
| with col2: | |
| st.header("1C. Research Memos") | |
| st.markdown(""" | |
| ### Article Summary Memo | |
| - The central research question (what are they studying?) | |
| - The context of the study (where is the study taking place?) | |
| - What type of data is being studied? | |
| - What do the authors find? | |
| *Credit: University Chicago – DPSS program* | |
| """) | |
| # Section 2: Research Question Formulation | |
| st.header("2. Formulating Research Questions") | |
| st.markdown(""" | |
| A good research question is the foundation of any research project. It should be: | |
| - Clear and focused | |
| - Researchable | |
| - Feasible | |
| - Significant | |
| - Ethical | |
| """) | |
| # Display the research question image | |
| st.image("assets/Pictures/research_question.jpg", caption="Research Question Formulation Framework") | |
| st.markdown(""" | |
| ### Steps to Formulate Your Research Question: | |
| 1. Start with a broad topic | |
| 2. Do preliminary research | |
| 3. Narrow down to specific aspects | |
| 4. Formulate your question | |
| 5. Refine and test your question | |
| """) | |
| # Section 3: Homework | |
| st.header("3. Homework Assignment") | |
| st.markdown(""" | |
| ### Tasks for this week: | |
| 1. **Article Analysis** | |
| - Provide a summary of the articles by answering the following questions: | |
| - The central research question (what are they studying?) | |
| - The context of the study (where is the study taking place?) | |
| - What type of data is being studied? | |
| - What do the authors find? | |
| 2. **Research Questions** | |
| - Think about what research questions you would like to answer: | |
| - What are the similarities between the studies? | |
| - What are the differences between the studies? | |
| - Come up with 5 potential research questions for your own research | |
| 3. **Reference Papers** | |
| - [Peer Review](https://cogcomp.github.io/iclr_database/) | |
| - [OpenDebateEvidence](https://arxiv.org/pdf/2406.14657) | |
| """) | |
| if __name__ == "__main__": | |
| show() |