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.
Science, Discovery and the Universe Alum to Earn PhD from Heidelberg
Science, Discovery and the Universe alumna Steffi Yen is pursuing her doctorate degree at Heidelberg University after graduating from the University of Maryland in 2013 with her B.S. in astronomy. Yen credits SDU Scholars with furthering her passion for astronomy through academic excursions and hands-on scientific experiences. "My favourite SDU excursion was to the National Radio Astronomy Observatory in Green Bank, West Virginia, home of the world's largest steerable radio telescope," Yen said. "We got a little taste of what it's like to be an astronomer. We were able to operate a small radio telescope and analyzed the spectral emission from clouds in the Milky Way."
Life Sciences Alum Opens Private Audiology Practice
Dr. Melissa Wikoff, a University of Maryland graduate who earned her Life Sciences Scholars citation in 2004, opened her own audiology practice in Marietta, Georgia. "My experience with Life Sciences Scholars has made a huge impact on my career and who I am today, socially and educationally,” Wikoff said. “Life Sciences gave me the foundation for my love of science, anatomy, and how hearing works." According to their website, Peachtree Hearing “uses the latest technology, scientifically proven techniques, and compassionate personalized care” to treat their patients. Wikoff specializes in the diagnosis and treatment of dizziness, which is typically due to disorders of the inner ear.
ETE Bids Farewell to Spirited Director
After spending six years building up the Environment, Technology and Economy Scholars program as director, Becky Archer will be moving across the Atlantic Ocean to Belgium. "I loved every day working with students who wanted to find innovative ways to make our way of life more just and sustainable. The students pushed me to research fields that I had minimal background in, finding new and creative ways to look for opportunity,” Archer said. "The faculty and staff of Scholars are some of the most caring, intelligent folks that I have ever known, and it was an honor to work with people who were willing to step outside their comfort zone all for the purpose of making the student experience more meaningful."
New Student Organization, SPARC, to Foster Culture of Care in Campus Community
This semester, College Park Scholars is launching Scholars Promoting and Revitalizing Care (SPARC), a student-led, staff-supported initiative that promotes the wellbeing of all members of our community. The club will hold its first interest meeting on Tuesday, Nov. 8 at 8 p.m. to gauge what care means to students and how they can show care for others. "We will mainly be searching for dedicated e-board members to help raise this club from the ground up," said Life Sciences Scholar Anthony Sartori, president and founder of SPARC.
From College Park Scholar to Fulbright Scholar: Life Sciences Alum Serving in Indonesia
Life Sciences alumna Sarahann Yeh arrived in Indonesia on Aug. 23 to work with high school students at SMAN 7, a public high school on the outskirts of Bandar Lampung city. Yeh received the Fulbright Scholarship this past spring, which funded her nine-month trip and connected her with service opportunities in Indonesia. She is also serving as a U.S. cultural ambassador, and she credits Scholars for helping her to discover her passion for cultural advocacy. "Scholars taught me to value experiential learning and gave me confidence to pursue international opportunities,” Yeh said. “I remember sitting in colloquium when a lightbulb went off in my head: ‘I don't have to just learn about things in lecture. I can go do them.’”
JLT Director Organizes Crimmigration Conference
Students and academic scholars examined the convergence of criminal defense and immigration law at the third annual Crimmigration Conference on Oct. 6-7. The Crimmigration Conference is sponsored annually by the Crimmigration Control International Net of Studies (CINETS). The first two conferences were hosted in Portugal and the Netherlands; this year, Justice and Legal Thought Scholars Director Robert Koulish organized the the 18-panel conference at the University of Maryland. Koulish remarked that he was pleased with how eager professionals were getting involved politically to change laws and policies regarding this serious issue.