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Hi πŸ‘‹ I'm Jon

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Webpage: https://jonjoncardoso.github.io/

Things I am involved in now 1:

πŸ“Š Research:

Project: GENIAL - GENIAL: GENerative AI Tools as a Catalyst for Learning

A focus group led by my colleague, Dr Marcos Barreto (LSE Department of Statistics), and I. We want to explore the practical applications of Generative AI tools for education and understand how they might specifically enhance (or hurt) programming skills and critical thinking. We will design exercises and learning materials and test them on several undergraduate and a graduate course at LSE this coming academic year.

You can read more about it on the dedicated website here.

Project: DISCORDIA - Uncovering Patterns of Parliamentary Dissent

Led by me and a dedicated team of research assistants, this project explores the fascinating realm of political dissent within the UK Parliament. We aim to identify and understand the indicators in MPs' speeches at the House of Commons that may suggest a likelihood of rebelling against party lines. Using a combination of data science and political analysis, our goal is to gain insights into the patterns of parliamentary rebellion. We're experimenting with various machine learning models and investigating the use of explainable AI to enhance our analysis. The findings from this project are expected to shed light on the nuances of political discourse.

πŸ–‡οΈ A dedicated website will appear here soon

Collaborators:

  • Joint research with Prof. Ken Benoit.
  • Research Assistant: Terry Zhou (2nd Year BSc in Politics and Data Science, LSE)
  • Research Assistant: Nikolai Semikhatov (2nd Year BSc in Politics and Data Science, LSE)

Project: Course Selection Pathways at LSE

A dataviz project to visualise and understand how students choose and navigate through their optional courses at LSE.

Current collaborators:

Past collaborators:

Project: πŸ‡΅πŸ‡±πŸ€πŸ‡ͺπŸ‡Ί Emoji, Language Games and Political Polarisation

What can the emojis you use in your social media profile reveal about your political values? πŸ€”

Read our first paper:

Luxmoore, Sara, Jonathan Cardoso Silva, and Pedro Ramaciotti. β€˜Emoji, Language Games and Political Polarisation’. In Fourth Conference on Computational Humanities Research. Paris, France, 2023.

Co-authors:

VIMuRe

You can read about VIMuRe on paper recently published at JRSS A (De Bacco et al. 2023: "Latent Network Models to Account for Noisy, Multiply Reported Social Network Data."

  • I am writing tutorials and maintaining the VIMuRe packages in R and Python.
  • πŸ—£οΈ At the end of June 2023, I will be in Portland, Oregon for the Sunbelt 2023, teaching a workshop about VIMuRe alongside Daniel Redhead & Elly Power

πŸ§‘β€πŸ« Teaching:

I have been preparing material for the upcoming academic year at LSE. I will teach the following courses in the 2023/24 academic year: DS105 and DS202.

Footnotes

  1. Read about the /now page "movement" ↩

Jon Cardoso-Silva's Projects

basometro icon basometro

Ferramenta do EstadΓ£o que monitora o governismo na CΓ’mara dos Deputados

bracis-2021-supp-material icon bracis-2021-supp-material

Supplementary material from paper "Comparing Contextual Embeddings for STS Search in Portuguese" published at BRACIS 2021. https://doi.org/10.1007/978-3-030-91699-2_27

camarapy icon camarapy

Wrapper para a API da CΓ’mara dos Deputados do Brasil || A wrapper for Brazil's House of Representatives API

datafaker icon datafaker

DataFakeR is an R package designed to help you generate sample of fake data preserving specified assumptions about the original one.

ds105l-week10-ephemerous icon ds105l-week10-ephemerous

This is to accompany Week 10 of https://lse-dsi.github.io/DS105/2023/ Note: this repository might cease to exist s o o n

estrangement icon estrangement

Sequential detection of temporal communities by estrangement confinement

fakenewscorpus icon fakenewscorpus

A dataset of millions of news articles scraped from a curated list of data sources.

fakenewseda icon fakenewseda

Exploratory analysis of Fake News dataset curated at https://github.com/several27/FakeNewsCorpus

gitignore icon gitignore

A collection of useful .gitignore templates

llama-gpt icon llama-gpt

A self-hosted, offline, ChatGPT-like chatbot. Powered by Llama 2. 100% private, with no data leaving your device.

modelo-epidemiologico-sc icon modelo-epidemiologico-sc

Bayesian epidemiological model, with a focus on the state of Santa Catarina and its micro and macroregions. https://arxiv.org/abs/2104.01133

netvizz icon netvizz

A collection of scripts that help with downloading data from the Facebook platform for research purposes

openai_agent_swarm icon openai_agent_swarm

Early experiment to create fully autonomous agent swarms (but I want to port it to LLAMA)

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