Individual skill
icdm-writing-style
Use when drafting or revising prose for an ICDM (IEEE International Conference on Data Mining) paper - the data-regime-first register, the named-mechanism discipline, measured-scale language instead of scalability adjectives, discovery-validity sentences, triple-blind-safe self-reference, and compression into the single 10-page IEEE all-inclusive cap.
ICDM-Skills/skills/icdm-writing-style/SKILL.md
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# ICDM Writing Style
Revise a manuscript into the register ICDM reviewers reward: a **data-mining mechanism**
made legible to a data-centric IEEE audience, with claims a reviewer can check and a scale
story that is measured rather than asserted. Two hard constraints shape every choice — the
Research Track is **triple-blind**, so the prose cannot lean on author identity, and the
whole paper (references and appendix included) must fit **10 IEEE two-column pages**.
## Open with the data regime, not the model family
ICDM work starts from the shape of the data: streams seen once, power-law-sparse graphs,
implicit rather than explicit feedback, evolving edges, high-dimensional transactions. The
strongest openings name that regime and make the mechanism its consequence.
