Data Justice
Information, analytics and computing for social change
Introduction
Data Justice (DJ) provides students an opportunity to interrogate the biases that are built into information collection, design, and analysis. Students explore how specific values are coded into datasets, algorithms, AI-driven systems, machine learning models, and other sociotechnical systems. They gain advanced data-related skills that will serve them in a wide variety of careers that aim to make the world a better place through information.
By the conclusion of the program, students will be able to:
- Employ justice-centered approaches to equitable computer and data sciences;
- Analyze how cultural values, power, and privilege are encoded into technologies;
- Critique the sociopolitical values of data structure and algorithmic design;
- Analyze ways that computing and data science have been used as a catalyst for positive social change; and
- Develop a computing identity that intersects with personal identity factors.
DJ Scholars enters its second academic year in 2025-26. The program is sponsored by the University of Maryland’s College of Information, a top-ranked research and teaching college in the field of information science.
In the College of Information, faculty, staff, students, and partners are expanding the frontiers of how information and technology are accessed and used in a rapidly evolving world. We are combining principles of information science with cutting-edge technology to foster access to information, improve information interfaces, and expand how information is used in an evolving world.
Throughout all of our endeavors, the College of Information is committed to utilizing information and technology for good – to connect communities, empower individuals, and create opportunities.
Colloquium and Lecture Topics
- How do you use information?
- What is the info you need to change the world?
- What has produced the digital divide?
- How are digital identities different from personal identities?
- How can we achieve information justice?
The Data Justice program will be an excellent opportunity for undergraduate students interested in information science, computer science, the social sciences, journalism, business, policy, and more.
Other Learning Opportunities
In addition to colloquium and supporting courses, DJ students will choose three 1-credit electives from a group of courses focused on building technical computing and data science skills. Course titles include:
- Making Twitter Bots
- Solving Puzzles and Riddles with Computation
- Comic Books and Machine Learning
- Emergent Experiences through Technology
Off-campus excursions to information-related sites, such as the Library of Congress, the National Archives, and the Agricultural Library in Beltsville, MD, will foster community and encourage examination of information in the community (in physical location, cyberspace, and institutions created for the management and best use of information).
Curriculum Overview
Data Justice is an 18-credit program that includes a required course on algorithmic bias (INST204S); a series of colloquium courses on the topics of the digital divide, digital identities, and information justice; a set of supporting courses drawn from the College of Information’s 100- and 200-level courses on relevant current issues; a set of short supporting courses focused on technical computing and data science skills; and a practicum (CPDJ240 Service Learning) in which students will undertake a project with a community partner related to data justice.
The following table represents a typical two-year curriculum, but individual schedules will vary. Details about courses and requirements can be found on the Data Justice Citation Checklist.
| SEMESTER | COURSE | CREDITS |
|---|---|---|
| Semester 1 | CPDJ 100: Colloquium I | 1 credit |
| INST204S: Designing Fair Systems (DSHS, SCIS) | 3 credits | |
| Semester 2 | CPDJ 101: Colloquium II | 1 credit |
| Semester 3 | CPDJ 200: Colloquium III | 1 credit |
| Semester 1, 2, 3, or 4 | INST 388: Maker Movement Approach to Computing INST 388: Maker Movement Approach to Computing INST 388: Maker Movement Approach to Computing |
1 credit 1 credit 1 credit |
| Semester 1, 2, 3, or 4 | Supporting Course (var. Gen Ed) Supporting Course (var. Gen Ed) |
3 credits 3 credits |
| Semester 4 | CPDJ 240: Service-Learning Practicum | 3 credits |
Sponsoring College
Office Address
1101 Centreville
Office Phone
TBD
Faculty
News and Notes, Etc.
A Message to Our Students: Black Lives Do Matter
Rising sophomore Scholars students, as well as Scholars alumni who are rising juniors and seniors, received the following message today from College Park Scholars: Dear students,
Checking in During the Pandemic
With the spring session now being conducted entirely remotely, College Park Scholars sent the following message to students yesterday to see how they were coping and to let them know what faculty and staff were working on behind the scenes:
COVID-19 Anxiety: Scholars Faculty is Here for Students
Scholars students received the following message today from Dr. Marilee Lindemann, executive director of College Park Scholars: Dear students, I know the past few days have been a lot to take. You’ve undoubtedly experienced a range of emotions in a very short span of time, as rumors have spread about the campus response to the coronavirus. I’m sure you feel like you have a lot of questions and not enough answers. Maybe the only thing you know for sure now is that you feel uncertain and anxious. This is a new and unsettling situation for all of us. It is also a rapidly evolving situation, which has added to the difficulty of communicating about it in a way that works for everyone.
Scholars Alum: Valentine's Special with Jeff Amoros and Corey Brewer
College Park Scholars Executive Director Marilee Lindemann often jokes to new students that some of them may end up meeting the love of their life in Scholars. The line usually gets an incredulous, slightly nervous laugh from students, but it’s true: Some of our Scholars students eventually go on to fall in love and marry. In this special Valentine’s edition of our alumni profiles, we offer a Q&A with one such couple. Jeff Amoros and Corey Brewer Alum of: BOTH: International Studies Year graduated: BOTH: 2009
Scholars Alum: Kristen Wolfe, a Disney Animal Kingdom Zookeeper
Kristen Wolfe Alum of: Life Sciences Year graduated: 1998 A 1998 graduation year must mean you were in the first class of Scholars. What was it like? Did you understand what Scholars was about when you accepted the invitation? Yes, I was the first class. For me, I didn’t realize what Scholars was. I had applied to the University of Maryland, and this letter came in the mail that they were offering me this program. Once I came for Orientation, I started to realize it was something new and different. They explained that it was a program that helped people with adjusting to college, and you'd have other students in your classes that you lived with and would be able to get help from along the way.
College Park Scholars Gives Out Inaugural Hoffman Scholarship
College Park Scholars recently awarded the very first Randall G. and Susan Woodfield Hoffman Endowed Scholarship, to Ryan Gerbes, a sophomore mechanical engineering major in the Science, Technology and Society (STS) Scholars program. “I can’t begin to describe the honor and gratitude I feel as the first recipient of the Hoffman Scholarship,” says Gerbes. “The award, and the spirit of service, gratitude and community that it represents, inspires me to continue my work with fresh passion and commitment.”