Paper Citation Record · LEDGER

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset

As of 14 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2502.04341.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.04341 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:28:29.122281Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy15
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8006934-407e-498f-9158-277afb20c0ff · outbound

This paper cites Community detection in graphs.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Community detection in graphs

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.549148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 907fac93-fe74-4a71-bae8-f81553386a1e · outbound

This paper cites Community detection in networks: A user guide.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Community detection in networks: A user guide

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.537792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a3b90e48-8951-48e2-b0de-5a85805904fb · outbound

This paper cites Community detection algorithms: a comparative analysis.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Community detection algorithms: a comparative analysis

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.526096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 88f4c1dc-fa49-4320-bab3-5587d8b53753 · outbound

This paper cites Community detection in networks: A multidisci- plinary review.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Community detection in networks: A multidisci- plinary review

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.514098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 22a99cbd-104e-4fce-b091-904c87db87c3 · outbound

This paper cites Community detection in social networks.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Community detection in social networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.447931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation adea0523-7c77-43a2-a12e-5c913f482e88 · outbound

This paper cites Snap: A general-purpose network analysis and graph-mining library.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Snap: A general-purpose network analysis and graph-mining library

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.364255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b85ba42c-cf56-4d69-9b76-464237240c06 · outbound

This paper cites Review on determining number of Cluster in K-Means Clustering.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Review on determining number of Cluster in K-Means Clustering

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.343172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2d392f09-60ab-4edd-9043-05dd41dea740 · outbound

This paper cites Unsupervised K-means clustering algo- rithm.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Unsupervised K-means clustering algo- rithm

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.331382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8d2c92cf-8a55-4a6b-a84f-3c310138c9da · outbound

This paper cites Fast unfolding of communities in large networks.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Fast unfolding of communities in large networks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.320361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7ff715d2-d88e-4ed0-90d8-f433aed38f29 · outbound

This paper cites Fast unfolding of communities in large networks: 15 years later.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Fast unfolding of communities in large networks: 15 years later

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T18:28:29.095432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c606f3b-7ca8-4c93-bf6f-1cd4ad0a79fc · outbound

This paper cites Spectral clustering with graph neural networks for graph pooling.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Spectral clustering with graph neural networks for graph pooling

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.309063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e4d3328c-0581-4a7d-8813-c9bda04d0f2f · outbound

This paper cites On spectral clustering: Analysis and an algorithm.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset On spectral clustering: Analysis and an algorithm

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.296358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8d3d47c8-50c5-4d97-ba35-8a2e8b7c8813 · outbound

This paper cites A tutorial on spectral clustering.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset A tutorial on spectral clustering

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.284800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3fe831c9-679a-49fc-8877-cad752857cb0 · outbound

This paper cites A new attributed graph clustering by using label prop- agation in complex networks.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset A new attributed graph clustering by using label prop- agation in complex networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.273494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ef8f9a56-ffdf-4b7e-ab10-a3e10352db80 · outbound

This paper cites Near linear time algorithm to detect community structures in large-scale networks.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Near linear time algorithm to detect community structures in large-scale networks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.261833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a7eb3d8f-47b2-4298-8353-649321eed137 · outbound

This paper cites & Bergstrom, C.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset & Bergstrom, C

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T18:28:29.118694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96f27ae8-aa93-410b-974f-23c3e5e68b4c · outbound

This paper cites Finding community structure in networks using the eigenvec- tors of matrices.

Comparative Analysis of Community Detection Algorithms on the SNAP Social Circles Dataset Finding community structure in networks using the eigenvec- tors of matrices

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T18:28:29.220666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.