Paper Citation Record · LEDGER

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers

As of 3 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2606.24099.

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

pith.paper-citation-record.v1
2606.24099 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T00:36:43.999334Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+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

23 of 23 outbound references displayed

verified exact2
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f8c216b4-31ba-43a1-87b2-c6db8cfd5a7f · outbound

This paper cites Ding et al.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers Ding et al

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7f14c7c-f250-4f6d-8816-f463991ac2bd · outbound

This paper cites Depsy:valuing the software that powers science.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers Depsy:valuing the software that powers science

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4992a1c1-b8b2-482c-8a08-3f2f5aa8c27f · outbound

This paper cites Network attributes also bring new ideas to traditional frequency-based entity evaluation.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers Network attributes also bring new ideas to traditional frequency-based entity evaluation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4eb26e-d9a8-4d7f-9b3b-a263ddf59700 · outbound

This paper cites Some scholars considered the dynamic changes of networks that determine the network’s final structure and topological properties (Abbasi et al., 2012; Dorogovtsev & Mendes, 2002).

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers Some scholars considered the dynamic changes of networks that determine the network’s final structure and topological properties (Abbasi et al., 2012; Dorogovtsev & Mendes, 2002)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1254fc54-4b51-496e-8be3-3a0e5c60b107 · outbound

This paper cites We then proceeded to conduct evaluations of the impact of these algorithmic nodes within these networks.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers We then proceeded to conduct evaluations of the impact of these algorithmic nodes within these networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dadcdf3-1f68-4f90-8dc7-5c0c9c7d28eb · outbound

This paper cites an unresolved cited work.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27bc5484-945b-44d0-b543-21a86d0737ab · outbound

This paper cites algorithm,.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers algorithm,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2c30ee-0111-4938-96d1-8793da40b908 · outbound

This paper cites CC finds the shortest path between each node first, then assigns a score to each node according to the sum of path length.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers CC finds the shortest path between each node first, then assigns a score to each node according to the sum of path length

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e5d0961-1f2a-4c98-b092-f041805ca554 · outbound

This paper cites They exhibit notably short distances between nodes, significant clustering coefficients, and a degree distribution that resembles a power-law.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers They exhibit notably short distances between nodes, significant clustering coefficients, and a degree distribution that resembles a power-law

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d441cd46-9282-4fe8-a461-9d31d059685d · outbound

This paper cites small world.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers small world

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60447ae0-cbcb-4c81-ab4b-705edd345217 · outbound

This paper cites Figure 5 illustrates the changes in the average clustering coefficient of the cumulative network, and data from 1979 and 1980 are excluded since the value is zero.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers Figure 5 illustrates the changes in the average clustering coefficient of the cumulative network, and data from 1979 and 1980 are excluded since the value is zero

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8091a69e-b319-47ca-b4c2-8b2fa0810fda · outbound

This paper cites The relative size increased markedly in the first five years, and after a brief decline from 1983 to 1986, it rose sharply again until.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers The relative size increased markedly in the first five years, and after a brief decline from 1983 to 1986, it rose sharply again until

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 736bf2d0-287f-40c7-b78c-f636d7072c98 · outbound

This paper cites It can be speculated that the topology of the algorithm network stabilized after 2006, and almost all algorithms appeared in the giant component.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers It can be speculated that the topology of the algorithm network stabilized after 2006, and almost all algorithms appeared in the giant component

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15bc1b09-f21d-4b2b-8e48-5446a817697c · outbound

This paper cites gating mechanism.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers gating mechanism

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb7c0d4b-b873-44ef-a7de-832630f21c4b · outbound

This paper cites Top 10 algorithms in data mining.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers Top 10 algorithms in data mining

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0d41fa1-f483-4eaa-8447-c182b03e3cdb · outbound

This paper cites an unresolved cited work.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c438c15-93e4-4a0e-87d9-add9f85e83f0 · outbound

This paper cites Since only five years 20 had passed between the SVM being used and its appearance in ACL, it was not yet connected with other algorithms to achieve a higher group status.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers Since only five years 20 had passed between the SVM being used and its appearance in ACL, it was not yet connected with other algorithms to achieve a higher group status

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3355fe3f-483f-4d80-8c52-9790803189ec · outbound

This paper cites LSTM was initially proposed in 1997 (Hochreiter and Schmidhuber,1997).

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers LSTM was initially proposed in 1997 (Hochreiter and Schmidhuber,1997)

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 093fd209-0f0c-4687-ae98-afabce52f836 · outbound

This paper cites At the end of 2018, the pre-training model BERT was proposed and set off a new round of deep learning model revolution in the NLP field.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers At the end of 2018, the pre-training model BERT was proposed and set off a new round of deep learning model revolution in the NLP field

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e57c991d-6843-4a14-95c3-8a9613870b09 · outbound

This paper cites bridge builder,.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers bridge builder,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ed6ac11-b2f8-47a4-aa7b-0991446e300a · outbound

This paper cites (3) The evolution rules of network influence We compared the influence ranking and evolution of different algorithms based on the network.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers (3) The evolution rules of network influence We compared the influence ranking and evolution of different algorithms based on the network

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-26T00:36:43.999334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83674c76-18bd-4d78-a963-0c209260baab · outbound

This paper cites Betweenness centrality as a driver of preferential attachment in the evolution of research collaboration networks.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers Betweenness centrality as a driver of preferential attachment in the evolution of research collaboration networks

Reference 22

Resolution: verified exact; doi, observed 2026-06-26T00:38:42.820441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 271abfd0-1ee8-4ee1-aae8-e242ee00e189 · outbound

This paper cites A review on the long short -term memory model.

Exploring Academic Influence of Algorithms by Co-occurrence Network Based on Full-text of Academic Papers A review on the long short -term memory model

Reference 23

Resolution: verified exact; doi, observed 2026-06-26T00:38:42.822256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Pith citing papers

No inbound Pith citation observations are available.