Publications by Jeanne McClure
A Computational Literature Review of Machine Intelligence in Education using Probalistic Topic Modeling
1. PURPOSE 1a. Motivation and Focus This research aims to illustrate the use of concepts, techniques, and mining process tools generate topics from a literature review looking at what the current state of AI or Machine Intelligence is in Education. Methods for conducting semantic literature reviews are lengthy and require rigorous attention to r...
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Does gender predict confidential exchanges?
First we need to look to see if there is homophily by district, male, trust and efficacy each separately. We can see that each graph is very dense. library(knitr) library(tidyverse) library(janitor) library(skimr) library(ggraph) library(igraph) library(tidygraph) library(readxl) library(network) library(ergm) library(kableExtra) library(texreg) ...
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N-gram analysis - What can tweets tell us about Data Feminism?
1. PURPOSE 1a. Motivation and Focus Studying social media in the digital age can illuminate themes within organizations, topics and even agents of change. Data Feminism is a specific topic of interest for me. “Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for femini...
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Ego Network of a Social Media Account
1 PURPOSE 1a. Motivation and Focus Ego networks are valuable to understand the relationships that individuals create with their peers. Social networks, like Twitter, are very interesting to see who each individual are interacting with and building onto their communities. Moreover, online relationships can be described with an ego network to ...
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Topic Modeling Analysis on Data Feminism book reviews
1 PURPOSE To inspect book reviews on Data Feminism using a Topic Modleing Technique 1a. Motivation and Focus A few years back, I remember reading a publication by Din-Kariuki (2015) written about feminist initiatives in University. Dan-Kariuki (2015) emphasized the importance of “conversations about race, class, disability, sexuality, and ...
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Sociogram
1. PREPARE Our brief case study for Unit 5 is adapted from an exercise on network influence included in the appendix of Data Science in Education Using R. In this case study we explore the process of network influence, which is the flip side of the network selection processes we examined in our previous case study. Both of these processes...
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