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Call for Papers

SoGood 2026 – 11th Workshop on Data Science for Social Good

Affiliated with ECML-PKDD 2026, September 7-11, 2026, Naples, Italy, https://ecmlpkdd.org/2026/

Workshop site: https://sites.google.com/view/sogood-2026/

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The possibilities of Data Science for contributing to the social, common, or public good are often not sufficiently
perceived by the public at large. Data Science applications are already helping in serving people at the bottom of
the economic pyramid, aiding people with special needs, helping international cooperation, and dealing with environmental
problems, disasters, and climate change. In regular conferences and journals, papers on these topics are often scattered
among sessions with names that hide their common nature (such as "Social networks", "Predictive models", or the catch-all
term "Applications"). Additionally, such forums tend to have a strong bias for papers that are novel in the strictly
technical sense (new algorithms, new kinds of data analysis, new technologies) rather than novel in terms of the social
impact of the application.


This workshop aims to attract papers presenting applications of Data Science for Social Good (which may or may not require
new methods), or applications that take into account social aspects of Data Science methods and techniques. There are
numerous application domains, a non-exclusive list includes:

- Government transparency and IT against corruption
- Public safety and disaster relief
- Access to food, water, sanitation and utilities
- Efficiency and sustainability
- Climate change
- Data journalism
- Social and personal development
- Economic growth and improved infrastructure
- Transportation
- Energy
- Smart city services
- Education
- Social services, unemployment and homeless
- Healthcare and well-being
- Support for people living with disabilities
- Responsible consumption and production
- Gender equality, discrimination against minorities
- Ethical issues, fairness, and accountability
- Trustability and interpretability
- Topics aligned with the UN development goals

We are also interested in applications that have built a successful business model and are able to sustain themselves economically.
Most Social Good applications have been carried out by non-profit and charity organizations, conveying the idea that Social Good is
a luxury that only societies with a surplus can afford. We would like to hear from successful projects that may not be strictly
"non-profit" but have Social Good as their main focus.

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Important Dates:
There will be an award for the best paper.
- Submission deadline: June 5, 2026
- Acceptance notification: July 3, 2026
- Camera-ready deadline: July, 10, 2026
- Workshop: September 7, 2026

All Deadlines are Anytime on Earth (AoE) at 23:59.
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Paper submission:
Authors should submit a PDF version in Springer LNCS style using Microsoft CMT ECMLPKDD Workshops 2026
The maximum length of papers is 16 pages, consistent with the ECML PKDD conference submissions.

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Paper publication:
Accepted papers will be published by Springer as joint proceedings of several ECML PKDD workshops.