Model the pipeline before interpreting any single review. PerCom's process is a single annual review round with a bounded rebuttal and an early-rejection gate — not a journal-style revise-and-resubmit, and not a multi-deadline conference. The most consequential mental shift for authors arriving from ACM UbiComp/IMWUT is that there is no revise cycle: the paper is judged on what it submitted, with one bounded chance to answer questions.
| Stage / outcome | What it means | Author move |
|---|---|---|
| Early reject | No reviewer saw a path; a structural gap (within-subject only, no baseline, thin contribution) | Reframe or reroute (UbiComp/IMWUT, MobiCom, or rework for next PerCom); do not resubmit unchanged |
| Invited to rebuttal | At least one reviewer is an advocate; repairable doubts remain | Answer explicit questions crisply; correct misreadings; point to existing evidence — no new claims |
| Accept | Contribution and evaluation hold | Camera-ready + dataset release; do not reopen scope |
| Reject after rebuttal | Doubts not resolved, or discussion turned | Use the reviews to rework; the study likely needs stronger cross-subject or deployment evidence |
The strategic reading: because the rebuttal cannot add experiments, write the initial submission so its weakest point is a misreading you can correct or a clarification you can give, not a missing experiment. The process rewards papers that arrive complete and only need disambiguating.
Expect three ubicomp reviewers. They look for cross-subject / leave-one-subject-out evaluation, check whether an activity-recognition number is F1 on realistic class balance rather than pooled accuracy, ask whether subjects and deployments are real, and probe deployment realism and generalization. Because PerCom spans recognition, systems, and human factors, a paper is usually matched to reviewers from its own subarea — thin evaluations get caught, not skimmed.
[Before submission] topic tags + a complete, cross-subject evaluation (largest lever)
[Early-rejection gate] nothing to do once here; the initial paper decided it
[Rebuttal] correct factual misreadings; answer explicit questions; cite existing
results the reviewer missed -- NOT promise new experiments
[After reject] no revise cycle; rework and target next PerCom or a neighbor venue
A rebuttal moves borderline papers when it corrects a misreading or points to a number a reviewer overlooked; it does not move papers when it argues taste or promises work not in the submission.
Weight reviews before answering. A review that cites your sections, tables, and evaluation splits was read closely and will decide the discussion — its author is your likely advocate if the rebuttal holds. A review that discusses only novelty has left soundness to the others; answer each reviewer on the axis they raised. Reviewers usually end with an explicit question list; the rebuttal is scored on whether each question got a direct, evidenced answer from material already in the paper.
[Process stage] pre-submission / awaiting reviews / early-reject / invited-to-rebuttal / final
[Outcome likelihood] driver criterion (significance | soundness | evaluation | clarity)
[Criterion map] each review point -> significance | soundness | cross-subject evaluation | clarity
[Leverage plan] the next-stage action that can actually change the outcome
[Forbidden moves] identity leak / promising new experiments in the rebuttal