cikm-topic-selection
GitHub辅助判断研究论文是否适合投稿CIKM会议，对比SIGIR、KDD等竞品，评估跨领域契合度与截稿时机，并指导选轨决策。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cikm-topic-selection -g -y
SKILL.md
Frontmatter
{
"name": "cikm-topic-selection",
"description": "Use when deciding whether a project fits CIKM, the tri-community ACM venue spanning information retrieval, data mining, and knowledge management\/databases, when weighing CIKM against SIGIR, KDD, WSDM, TheWebConf, SIGMOD\/VLDB, or ISWC, and when choosing among CIKM's five tracks before writing begins."
}
CIKM Topic Selection
CIKM is the room where three communities meet: information retrieval, data mining, and knowledge management with its database roots. Its sponsorship tells the story — ACM SIGIR (since 1993) plus SIGWEB (since 2006) — and its 2026 self-description spans information access, knowledge representation, data integration, and personalization (source map, checked 2026-07-08). Fit questions here are therefore different from single-community venues: the issue is rarely "is this in scope" and usually "is the breadth an advantage for this particular paper."
The tri-community fit question
Ask which communities the paper genuinely speaks to, then count:
- Two or three lanes — a retrieval model built on a knowledge graph, a mining method whose output feeds a search or QA system, an entity-resolution pipeline with both database and IR evaluation. This is the CIKM sweet spot: the blended reviewer pool is an asset, because no single-community venue gives all lanes credit.
- Exactly one lane, done deeply — pure ranking-model work, pure pattern-mining theory, pure query optimization. CIKM accepts such papers, but the specialist venue (SIGIR, KDD, SIGMOD/VLDB) usually offers sharper reviewers and more career signal. Choose CIKM deliberately, e.g., for the calendar, not by default.
- Zero lanes — contributions about model architecture, vision, or generic NLP with an incidental retrieval experiment. Reframe or reroute; scope-mismatch reads fast at a venue whose name states its scope.
Honest calendar positioning
CIKM's May deadline and November meeting make it the information family's fall harvest: work that missed or matured past SIGIR's January gate, KDD's February cycle-2 gate, or that wants a decision before WSDM's August gate. Using CIKM as the next stop after a sibling rejection is normal community practice — but only after the prior reviews are actually absorbed. A resubmission with untouched weaknesses will meet a reviewer pool that overlaps heavily with the one that wrote those reviews.
Sibling contrast table
| Neighbor | Its center of gravity | Send the paper there instead when... |
|---|---|---|
| SIGIR | Retrieval and its evaluation culture | Ranking quality/IR evaluation is the entire contribution |
| KDD | Mining at scale; deployment evidence (ADS) | The story is data-regime scale or a production launch |
| WSDM | Web/social interaction data, small selective single track | The object of study is specifically web or social-web behavior |
| TheWebConf | The web as an artifact and ecosystem | Web standards, platforms, or web-scale measurement lead |
| SIGMOD/VLDB | Data systems internals | The contribution is storage, indexing internals, or query processing |
| ISWC / KR | Semantic-web formalisms; formal reasoning | Ontology languages or logic, not applied knowledge systems |
The reverse routes matter too: knowledge-graph construction and reasoning for applications, heterogeneous-data integration, entity linking, and enterprise search — work each specialist venue treats as adjacent — is core CIKM territory.
Five-track fork (2026 lineup)
CIKM 2026 fields Full Research (≤10 pp incl. appendices), Short Research (≤4 pp), Applied Research (≤7 pp, requires practical-application evidence such as a system launch or data release), Resource (≤4 pp), and Demonstration (≤4 pp) tracks. Pick by the strongest honest artifact: a rounded method study → Full; one crisp finding → Short; a deployed system with launch evidence → Applied; a dataset/tool others will adopt → Resource; something a person can touch at a booth → Demo. The concurrent submission ban applies across venues, so the same contribution cannot hedge.
Decision walk-through
A team built a temporal knowledge-graph completion model and wired it into an enterprise document-search assistant. As pure KG-embedding work it competes at scale venues against heavy theory; as pure search work the IR delta is modest. Framed as one system — completion quality and its measured effect on retrieval answers — it becomes a two-lane CIKM paper, with the deployment variant a plausible Applied Research submission if launch metrics exist. That reframing decision is the routing decision.
Scope vocabulary sanity check
The venue's name is a scope test you can run on your own abstract. Underline every noun phrase; a CIKM-shaped abstract naturally contains the venue's working vocabulary — retrieval, ranking, mining, knowledge graph, entities, integration, indexing, recommendation, query, corpus, metadata, provenance — because the paper is about information and knowledge objects. If the underlined terms are instead "architecture, layers, loss, benchmark, SOTA," the paper is currently written as a model paper that happens to touch information data, and either the framing or the venue should change. This check costs five minutes and predicts the most common CIKM review complaint: "unclear what this offers the information-management community specifically."
Prestige and career honesty
Advisors and hiring committees read CIKM correctly as a large, credible, first-tier-adjacent ACM venue — bigger-tent than SIGIR/KDD/WSDM, with more room for boundary work and applied contributions, and with genuine landmark papers in its back catalog (the exemplars library holds six, TAGME through BERT4Rec). Honest implications:
- Choosing CIKM first is a positive strategy for boundary papers, resource papers, and applied systems — the audiences those papers need actually attend.
- Choosing CIKM second, after a specialist-venue rejection, is routine and carries no stigma — but the paper must be revised, not merely reformatted, because reviewer pools overlap.
- Choosing CIKM to avoid a specialist community's standards backfires: that community's reviewers are in the CIKM pool too, applying the same standards with less patience.
Timing as a tiebreaker
When fit is genuinely even between CIKM and a specialist sibling, let the calendar decide like a project manager: a result solid in March comfortably makes CIKM's May gate; the same result would wait until KDD's next cycle or SIGIR's January. Six months of shelf life is a real cost in fast-moving areas — LLM-adjacent retrieval and KG work can be scooped in one arXiv season. Conversely, a result that needs one more quarter of experiments should not be rushed into May; the fall slot returns every year.
Output format
[Lane count] IR / mining / KM-DB lanes the contribution truly occupies
[CIKM verdict] sweet spot / acceptable-but-specialist-venue-stronger / out of scope
[Track] full / short / applied / resource / demo (with the honest-artifact reason)
[Alternative venue] <best single-community target and why it loses or wins>
[Framing action] <what to merge, split, or rename before writing>
Version History
- 9f86f09 Current 2026-07-19 14:40
