技能 数据科学 数据库理论工作定位与撰写

数据库理论工作定位与撰写

v20260724
pods-related-work
本指南指导作者如何为数据库理论领域的学术论文撰写“相关工作”部分。核心在于采用“Delta-First”(差异优先)策略,要求作者将自己的研究结果(如定理、界限)与现有最接近的先前结果进行直接的对比和比较,而非简单地罗列文献引用。指南还详细规定了处理自我引用、匿名性和声明与并发或先前版本重叠的规则。
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PODS Related Work

Use this to audit novelty and eligibility. PODS reviewers are close to the database-theory literature and expect to see exactly where your result sits relative to the nearest prior result — a comparison of theorems, not a list of papers. Reopen the current PODS call for the resubmission, anonymity, and prior-publication rules before advising authors.

Positioning checks

  • Separate the mathematical novelty from the effort. What is new: a bound that was open, a dichotomy that completes a partial classification, a semantics nobody had defined, a lower bound matching a known upper bound? Name the theorem-level delta.
  • Cover the theory lanes. PODS reviewers expect the database-theory venues and the relevant logic/complexity literature, not only the papers nearest your technique (see the table). A bibliography missing the obvious prior classification reads as unaware.
  • Write delta-first at the level of results. Each closely related paper gets one sentence naming what it proved and one naming how your result differs — a stronger bound, a broader class, a matching lower bound, a removed assumption. Compare theorems, do not summarize abstracts.
  • Preserve lightweight double-anonymity. Cite your own prior work in the third person and never link reviewers to an identity-revealing arXiv preprint, homepage, or named system.
  • Declare overlap with any prior conference/workshop version, an ICDT/journal version, or a concurrent submission; do not re-submit an already-published theorem as new.

Database-theory literature lanes

Lane Typical venues What PODS reviewers check
Database theory (symposia) PODS, ICDT Whether the nearest prior bound/dichotomy/semantics is compared or subsumed
Logic & finite model theory LICS, ICALP, CSL Whether the logical tools and expressiveness results are credited to origin
Complexity (when a bound rests on it) STOC, FOCS, CCC Whether the complexity-theoretic assumption (ETH, OMv, #P) is stated correctly
Theory journals TODS, LMCS, JACM, VLDBJ Whether the full/journal treatment of a topic is engaged, not just the extended abstract
Systems DB (when relevant) SIGMOD, VLDB, ICDE Whether a practically motivated problem's systems context is acknowledged

A bibliography that cites only your own thread of papers tells a reviewer the delta may be smaller than claimed; one that reaches ICDT, the logic venues, and the journal versions signals command of the field.

Delta-first positioning vignette

Suppose the paper proves a dichotomy for a query-evaluation problem. Its nearest neighbors: an earlier paper giving tractability for a sub-class (positive, but not a classification), a hardness result for one specific query (negative, but isolated), and a journal survey conjecturing the boundary. The novelty sentence should name all three contrasts — a complete classification where the first had only a sub-class, a general lower bound where the second had one query, and a proof where the survey had a conjecture.

Concurrent and prior-version judgment calls

[Concurrent arXiv work]  cite neutrally, state the precise result-level difference, avoid
                         unverifiable priority claims; keep the citation double-anonymous
[Your ICDT/workshop ver] declare it; state what the PODS paper adds (a matching lower bound, the
                         general case, full proofs) beyond the earlier extended abstract
[Journal full version]   if a journal version exists or is in submission, disclose it; PODS is an
                         extended abstract venue and overlap must be stated
[Archival status unclear] declare the overlap in the submission rather than guessing a chair's reading

Eligibility red flags

  • Substantial overlap with a theorem already published by the same authors (self-plagiarism / double publication risk).
  • A "new" result that re-proves a known bound with a cosmetic change of model and no new consequence.
  • Citations exclusively to systems venues, signaling a paper that may be a systems result reframed without the theory a PODS reviewer expects.

Output format

[Eligibility] clear / needs declaration / risky
[Lanes covered] <db-theory / logic-FMT / complexity / journals / systems-when-relevant>
[Nearest 3 results] <prior result -> one-line theorem-level delta>
[Archival-overlap risk] <none / declare: which prior version>
[Novelty sentence] <PODS-ready contribution contrast against the nearest prior theorem>
信息
Category 数据科学
Name pods-related-work
版本 v20260724
大小 4.88KB
更新时间 2026-07-29
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