Primary URL
primaryUrl
Optional
Canonical URL for the publication.
DBLP Computer Science Publication Search
Pricing
from $2.00 / 1,000 publication fetcheds
Search and extract computer science publications from DBLP -- the largest open bibliography database for computer science with over 6 million publications from journals, conferences, and workshops. Filter by keyword, author, venue, year, and publication type.
Pricing
from $2.00 / 1,000 publication fetcheds
Rating
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Developer
ryan clinton
Actor stats
0
Bookmarked
2
Total users
1
Monthly active users
9 hours ago
Last modified
Categories
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Record type
recordType
Optional
Discriminator: 'researchBrief' (canonical hero record) / 'publication' / 'cluster' / 'alert' / 'graph' / 'summary' / 'insights' / 'trends' / 'error'.
Rank
rank
Optional
Position in the sorted result set (1 = top).
DOI
doi
Optional
Digital Object Identifier (lowercased, prefix-stripped).
Title
title
Optional
Publication title.
Venue
venue
Optional
Conference, journal, or book series name.
Year
year
Optional
Publication year.
Publication type
type
Optional
Source-reported type.
Pages
pages
Optional
Page range.
Volume
volume
Optional
Volume number.
Issue
number
Optional
Issue / number within the volume.
Abstract
abstract
Optional
Paper abstract when at least one source provided one.
Citations
citationCount
Optional
Highest forward-citation count across sources.
Citations / year
citationsPerYear
Optional
Citations divided by years since publication — handy momentum signal for recent papers.
References
referenceCount
Optional
Highest reference count across sources.
Open access
isOpenAccess
Optional
True if at least one source flagged the paper as open access.
Seminal
isSeminal
Optional
True when the paper is in the top 5% of citations within this result set AND meets age-adjusted thresholds (≥500 citations if 5+ years old, ≥1000 at 2-5y, ≥2000 if <2y).
PDF URL
pdfUrl
Optional
Direct link to a free or open-access PDF.
arXiv ID
arxivId
Optional
arXiv identifier when applicable.
ISSN
issn
Optional
Journal ISSN(s).
Primary URL
primaryUrl
Optional
Canonical URL for the publication.
Sources
sources
Optional
Catalogs that returned this record.
Source IDs
sourceIds
Optional
Per-source record identifier map.
Forward citations
forwardCitations
Optional
Papers that cite this work — populated only when includeCitations is true.
Backward references
backwardReferences
Optional
Papers this work cites — populated only when includeReferences is true.
Quality score
score
Optional
Composite quality score (0-1) with components: citations 50% (log-normalized vs cohort), source consensus 30% (cross-confirmation), recency 20% (10y half-life decay).
Why ranked here
rankingExplanation
Optional
Plain-English reasons the paper sits at this rank — usable directly in reports, emails, or AI summaries.
Why it matters
whyItMatters
Optional
Plain-English statements about the paper's role in the field — seminal, foundational, rising, high-influence, survey/benchmark/dataset/tool typing — usable directly in reports without modification.
Paper intent
intent
Optional
Classification: 'method' / 'survey' / 'benchmark' / 'theory' / 'application' / 'dataset' / 'tool' / 'unknown'. Derived from title patterns and reference count.
Merge confidence
mergeConfidence
Optional
0-1 confidence that the merged record is the same publication across sources. DOI-keyed merges score highest; title-fuzzy fallbacks score lower.
Keywords
keywords
Optional
TF-IDF-extracted keywords from title + abstract (when extractKeywords or cluster is enabled).
Cluster ID
clusterId
Optional
Cluster this paper belongs to (when cluster is enabled). Null for unclustered or solo papers.
New since last run
newSinceLastRun
Optional
True when this paper was not in the prior run for the same scope. Null when diffWithPriorRun is off or this is the first run.
Citation delta
citationDeltaSinceLastRun
Optional
Change in citation count since last run. Null when prior run had no count or no diff was performed.
BibTeX
bibtex
Optional
Ready-to-paste BibTeX entry.
RIS
ris
Optional
Ready-to-paste RIS entry for Zotero / Mendeley / EndNote.
Extracted at
extractedAt
Optional
ISO timestamp when this record was extracted.
Cluster ID
clusterId_alt
Optional
Alias used in cluster records.
Cluster name
name
Optional
Human-readable cluster name (top-3 dominant keywords, capitalized).
Paper ranks
paperRanks
Optional
Ranks of papers belonging to this cluster.
Paper count
paperCount
Optional
How many papers are in this cluster.
Dominant keywords
dominantKeywords
Optional
Top-5 keywords across the cluster.
Average score
avgScore
Optional
Mean quality score across cluster members.
Average year
avgYear
Optional
Mean publication year across cluster members.
Alert type
alertType
Optional
Stable enum: 'new-paper' / 'newly-cited' / 'seminal-detected'.
Severity
severity
Optional
'info' / 'warn' / 'critical'.
Message
message
Optional
Human-readable alert text or error message.
Paper rank
paperRank
Optional
Rank of the alerted paper.
Paper title
paperTitle
Optional
Title of the alerted paper.
Paper DOI
paperDoi
Optional
DOI of the alerted paper.
Detail
detail
Optional
Alert-specific data payload.
Citation graph
graph
Optional
{nodes, edges, nodeCount, edgeCount} structured graph with PageRank scores on every node.
Top influential nodes
topInfluential
Optional
Top-10 nodes by PageRank — highest-influence papers in the citation graph.
Headline
headline
Optional
One-line takeaway for the run (summary records only).
Executive summary
executiveSummary
Optional
Short Markdown bullets — 'Key Takeaways'. Ready to paste into emails, Slack, dashboards.
Persona
persona
Optional
Scoring persona used for this run — researcher / engineer / analyst.
Query analysis
queryAnalysis
Optional
Detected domain + intent + suggested mode + warnings — surfaces UX hints without auto-changing your inputs.
Run confidence
confidence
Optional
Overall confidence (0-1) + level (high/medium/low) + dataCompleteness + sourceAgreement + sourcesAvailable / sourcesAttempted + diagnostic notes.
Insights bundle
insights
Optional
{topPapers, risingPapers, foundationalPapers, controversialPapers, emergingTopics} — curated lists answering 'what should I read?'.
First run
isFirstRun
Optional
True if no prior state for this scope (trends records only).
Prior run timestamp
priorRunAt
Optional
When the prior run for this scope was executed (trends records only).
One-line takeaway
oneLine
Optional
Ultra-short single-sentence answer — usable in Slack notifications, email subjects, dashboard tiles.
Key takeaways
keyTakeaways
Optional
Scannable bullet list — what users see in screenshots and share.
What to read first
whatToRead
Optional
Ranked actionable list — top-overall / survey / rising / foundational / benchmark / recent-method, each with a concrete reason.
What is rising
whatIsRising
Optional
Topics newly emerging or growing >25% since last run.
What matters
whatMatters
Optional
Distilled signals from across the top result set — anchors, surveys, benchmarks, datasets, tools, source agreement.
Topic landscape
topicLandscape
Optional
All clusters with size + recency + trend annotation — at-a-glance view of the field's structure.
Breakout papers
breakoutPapers
Optional
Top 10% citations AND top 5% velocity — high-impact and fast-rising. Cross-signal synthesis users can't easily build themselves.
Enduring papers
enduringPapers
Optional
≥8 years old AND in top 10% citation velocity — old but still actively cited.
Recommended focus
recommendedFocus
Optional
Topics worth your attention based on cluster trends and emerging signals — converts insights into decisions.
Markdown summary
markdown
Optional
Full Markdown narrative ready to paste into Notion, GitHub, email, or Slack.
Sources queried
sourcesQueried
Optional
Sources actually queried (smart-source-selection may drop some).
Per-source hit counts
sourceCounts
Optional
Raw hits returned per source before deduplication.
Per-source errors
sourceErrors
Optional
Per-source error messages when retries failed.
Raw hits
rawHits
Optional
Total hits across all sources before deduplication.
Unique publications
uniquePublications
Optional
Deduplicated publication count.
Pushed
pushed
Optional
Records actually pushed to the dataset (post limit/PPE).
Mode
mode
Optional
Workflow mode used for this run.
Sort key
sortBy
Optional
Sort key applied to the result set.
New since last run
newSinceLastRunCount
Optional
How many publications are new vs the prior run for the same scope.
Seminal count
seminalCount
Optional
Count of papers flagged as seminal in this result set.
Cluster count
clusterCount
Optional
Topic clusters built from this result set.
Alert count
alertCount
Optional
Alert records emitted by this run.
Finished at
finishedAt
Optional
ISO timestamp when the run completed.
Error flag
error
Optional
Present and true on error records only.
Error timestamp
timestamp
Optional
ISO timestamp on error records only.