Difference between revisions of "User:Crepaci"
From REU@MU
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#* Review of REU calendar and expectations | #* Review of REU calendar and expectations | ||
# Data Science Bootcamp (talk by Dr. Madiraju) | # Data Science Bootcamp (talk by Dr. Madiraju) | ||
| − | #* Introduction and basics of data analysis with python (Anaconda and Jypyter Notebook) | + | #* Introduction and basics of data analysis with python (Anaconda and Jypyter Notebook; pandas, numpy, matplotlib, seaborn, scipy) |
#** Read in data | #** Read in data | ||
#** Pre-processing | #** Pre-processing | ||
#** Modeling | #** Modeling | ||
#** Data visualization | #** Data visualization | ||
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| − | |||
| − | |||
| − | |||
| − | |||
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# Good Research Practices (talk by Dr. Brylow) | # Good Research Practices (talk by Dr. Brylow) | ||
# Literature Review | # Literature Review | ||
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#* [https://dl.acm.org/doi/abs/10.1145/3323994.3369888 Child Welfare System: Interaction of Policy, Practice, and Algorithms] | #* [https://dl.acm.org/doi/abs/10.1145/3323994.3369888 Child Welfare System: Interaction of Policy, Practice, and Algorithms] | ||
#* (Supplementary) [https://dl.acm.org/doi/abs/10.1145/3290605.3300497 Risk vs. Restriction: The Tension between Providing a Sense of Normalcy and Keeping Foster Teens Safe Online] | #* (Supplementary) [https://dl.acm.org/doi/abs/10.1145/3290605.3300497 Risk vs. Restriction: The Tension between Providing a Sense of Normalcy and Keeping Foster Teens Safe Online] | ||
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| + | '''Week 2''' | ||
| + | June 8 to June 14 | ||
| + | # Responsible Conduct of Research Training (talk by Dr. Brylow) | ||
| + | #* Ethical treatment of data | ||
| + | #* Authorship, credit, plagiarism | ||
| + | #* Human participants | ||
| + | #* Intellectual property | ||
| + | #* Conflicts of interest and professional standards | ||
| + | # Worked on getting Citi certification for all three RCR sessions | ||
| + | # Technical Writing Workshop (talk by Dr. Brylow and Dr. Madiraju) | ||
| + | #* What the sections of a technical paper are | ||
| + | #* What the publication process is like | ||
| + | #* General tips | ||
| + | # Literature review | ||
| + | #* [http://dx.doi.org/10.2139/ssrn.2245322 Governing Algorithms: A Provocation Piece] | ||
| + | #* [https://academiccommons.columbia.edu/doi/10.7916/D8ZK5TW2 Algorithmic Accountability Reporting: On the Investigation of Black Boxes] | ||
| + | #* [http://www.tandfonline.com/doi/full/10.1080/1369118X.2016.1154087#abstract Thinking Critically About and Researching Algorithms] | ||
| + | #* (Supplementary) [http://culturedigitally.org/wp-content/uploads/2016/07/Gillespie-2016-Algorithm-Digital-Keywords-Peters-ed.pdf Algorithm in Digital Keywords: a Vocabulary of Information, Society, and Culture] | ||
| + | # Meeting with mentors | ||
| + | #* Github created for the project | ||
| + | #* Questions and discussion of the literature reviewed | ||
| + | #* Planned work for the next two weeks | ||
Revision as of 18:19, 15 June 2020
About Me
I'm Charlie Repaci, a senior at Simmons University studying Data Science, with a special interest in Biochemistry and Sociology. This summer I am working with Dr. Shion Guha and doctoral candidate Devansh Saxena on Developing Ethical Algorithms for Placement Stability in the Foster Care System.
Work Log
Week 1 June 1 to June 7
- Orientation
- Introduction to other mentors, mentees, and REU heads Dr. Praveen Madiraju and Dr. Dennis Brylow
- Review of REU calendar and expectations
- Data Science Bootcamp (talk by Dr. Madiraju)
- Introduction and basics of data analysis with python (Anaconda and Jypyter Notebook; pandas, numpy, matplotlib, seaborn, scipy)
- Read in data
- Pre-processing
- Modeling
- Data visualization
- Introduction and basics of data analysis with python (Anaconda and Jypyter Notebook; pandas, numpy, matplotlib, seaborn, scipy)
- Good Research Practices (talk by Dr. Brylow)
- Literature Review
- A Human-Centered Review of Algorithms used within the U.S. Child Welfare System
- Toward Algorithmic Accountability in Public Services: A Qualitative Study of Affected Community Perspectives on Algorithmic Decision-making in Child Welfare Services
- Child Welfare System: Interaction of Policy, Practice, and Algorithms
- (Supplementary) Risk vs. Restriction: The Tension between Providing a Sense of Normalcy and Keeping Foster Teens Safe Online
Week 2 June 8 to June 14
- Responsible Conduct of Research Training (talk by Dr. Brylow)
- Ethical treatment of data
- Authorship, credit, plagiarism
- Human participants
- Intellectual property
- Conflicts of interest and professional standards
- Worked on getting Citi certification for all three RCR sessions
- Technical Writing Workshop (talk by Dr. Brylow and Dr. Madiraju)
- What the sections of a technical paper are
- What the publication process is like
- General tips
- Literature review
- Meeting with mentors
- Github created for the project
- Questions and discussion of the literature reviewed
- Planned work for the next two weeks
