~/talks

Sean P. Goggins

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Panel Discussion: Measuring Suc...OSPOCon @ Open Source Summit Europe 20242024-09-16
CHAOSS Academic Working Group (formed 2023) finds most CHAOSS metrics don’t map to university needs and distills ~37 academic goals to new measures…
Panel on
Measuring Suc...Open Source Summit Europe 20242024-09-16
CHAOSS Academic Working Group (formed 2023) finds most CHAOSS metrics don’t map to university needs and produces 37 goals before discovering major gaps…
Panel on
OSPO Data PyramidOSPOCon @ OSS NA 20242024-04-16
Red Hat OSPO builds Project Aspen with a Python data stack (Dash/Plotly, pandas) and an Augur-backed relational DB to give direct, prejoined contributor-level…
Talk on
BoF: Community Health and Vulnerability MitigationCommunity Leadership Conference @ Open Source Summit North America 20222022-06-21
Discussion of tracking transitive and circular dependencies with concrete metrics: CHAOSS’s upstream dependencies count, a libyar age metric (days since latest…
Talk on
Ethical Artificial Intelligence to Advance Welcoming Communities and Identify Potential Communica...Emerging OS Forum @ Open Source Summit North America 20222022-06-21
A pipeline called Auger data pipeline mines GitHub commits, issues, PRs and messages and runs discourse clustering, message novelty scoring and a pull request…
Talk on
Using CHAOSS Metrics, Models, and Software to Identify the Most Significant At-Risk Dependencies in Your Portfolio - Sean Goggins, CHAOSS Project and the University of MissouriOpen Source Summit North America 20222022-06-21
CHAOSS software enumerates every dependency across repositories, tracks version ages, and scores risk with the libya metric (example 0.53 years) so teams can…
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A Complex Web of Open Source Software Dependencies RiskOpen Source Summit + Embedded Linux Conference + OSPOCon 20212021-09-27
CHAOSS Risk working group defines concrete dependency measurements and tools: a cumulative age heuristic LibYear (age-of-dependencies heuristic) that can…
Talk on
Panel Discussion: Contributor Leaderboards to Incentivize Good Community CitizenshipOpen Source Summit + Embedded Linux Conference + OSPOCon 20212021-09-27
Panelists argue that leaderboards work only as part of a broader system combining automated metrics with human review. Tools cited include Stackalytics for…
Panel on
Assessing Project Risk Using CHAOSS MetricsOpen Source Summit + Embedded Linux Conference North America 20192019-08-21
CHAOSS defines concrete risk metrics across security, code quality, licensing, transparency and sustainability and implements them with Augur and Grimoire Lab…
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