This week, I investigated the technologies being used in my found papers more closely to find which technologies would be more feasible for my project. For data collection, I have found that the facebook-sdk python library (https://pypi.org/project/facebook-sdk/) used by Pool and Nissim is the best option to connect to the Facebook Graph API, since it looks well documented and has all the options I might need. I also decided to use the Facebook Pages of politicians as my dataset. I reread As the Tweet, So the Reply?: Gender Bias in Digital Communication with Politicians by Mertens et al. to see if their methods could be adapted to my project. I will need to look at their references for methods in more detail to see if I can feasibly apply them to my project.
I have narrowed my project to studying Facebook Reactions and how reactions may differ based on the gender of the post creator. I have also found papers that focus on facebook reactions. Because Facebook Reactions were released as a feature in 2016, the papers on the subject are limited, and I haven’t found any relating to gender. However, some papers I found analyze facebook reactions in a way that would be interesting to compare between the gender of the post creator. For example, one paper uses the reactions to measure the controversy of a post, so I could measure if posts by women are more controversial in general than that of men. I also found tools from some of these papers that I could use in my project.
I am working on finding more papers that study gender bias in social media posts and narrowing my idea further. One challenge is finding a feasible way to collect data from a site (since APIs have limits), or finding an existing data set or web scraper that fits my needs. I am also looking for authors that have published their code for their work and/or who have described their methods in detail.
In the past few weeks I have settled on my topic being exploring gender bias on a website using a combination of computational linguistics and quantitative analysis. After writing my literature review on work that explored a variety of sites, I decided this week to focus on a social media site for my project. My next step is to explore more papers focused on analyzing social media and the APIs available for different sites in order to choose which site I want to focus on.
- My first idea stays the same. Some items Xunfei helped me consider is what questions administrators would be prompted to answer, and how to moderate student answers for reliability.
- My second idea is to build a simulation of Earlham’s energy usage. I would research energy simulations and if visualizations of energy usage have been created. My visualization would show how adding renewable energy sources would affect the power grid. It may also show how improving the energy efficiency of certain buildings would save energy on campus.
- My third idea is to research climate simulations. My research would be focused on how simulations have changed over time, and the ways in which they could be made more accessible to the wider public. Visualizations of climate simulations may be a useful tool for the media and to inform policy makers.
- Name of Your Project
A Forum Site to Improve Student Access to Administrative Information
- What research topic/question your project is going to address?
How do we improve communication between students and Earlham administration? Currently, when students have an administrative question, information is not easily found on Earlham’s website, and it is difficult to find the right person to talk to.
- What technology will be used in your project?
Open source forum code such as Reddit or Discourse.
- What software and hardware will be needed for your project?
- How are you planning to implement?
Using an open source forum code, I will create a site for Earlham student to post questions about certain departments or offices. Members of the Earlham community can post replies, and administrators can moderate the categories of questions that apply to them. There also may be an automatically generated reply found by searching Earlham’s website. When a question has a lot of upvotes, it may generate an email to the relevant administrator.
- How is your project different from others? What’s new in your project?
This site would provide a single space for student questions, improving student access to campus information. This would also ease the burden on administrators answering the same questions from many students. While the site is built upon an existing forum model, it would be formalized for usage by Earlham students and administrators.
- What’s the difficulties of your project? What problems you might encounter during your project?
Finding the best existing forum source code to use will take time. Using the chosen forum basis, and being able to build upon it to work for both students and administrators is key. As with any software project, the project could run into problems of feasibility, so planning the minimum and most important features is also important.