Pith. sign in

Paper Citation Record · LEDGER

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators

As of 10 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2607.00258.

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

pith.paper-citation-record.v1
2607.00258 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-02T16:34:32.588240Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

59 of 59 outbound references displayed

  • verified exact9
  • verified fuzzy47
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 456f17ff-bd74-4f5d-9479-3095eee0dfeb · outbound

This paper cites Multi-sided Exposure Bias in Recommendation.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Multi-sided Exposure Bias in Recommendation

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:37:09.022681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:d87512139db4d69e0ae9d175e936ea6774a8c8e0d5716eb14b8f4af114c284bf

Observation 6100b295-bbda-4f68-96fd-299b0295372f · outbound

This paper cites The Unfairness of Popularity Bias in Recommendation.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The Unfairness of Popularity Bias in Recommendation

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:37:09.025413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:9720ab029e15f004ebda2822f59375b18c8b95334cf0eedb418bc4860614c5e7

Observation c4280e72-9c94-444f-ab62-f004f232cbc2 · outbound

This paper cites Understanding Longitudinal Dynamics of Recommender Systems with Agent-Based Modeling and Simulation.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Understanding Longitudinal Dynamics of Recommender Systems with Agent-Based Modeling and Simulation

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:37:09.028420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:bac197aaa6bb36b5b7cf87fd926bcb7b3163a4a25817b85d79e91b59c2a2f067

Observation b431e464-50fd-42e3-bc93-b24d40a5aa92 · outbound

This paper cites The attention economy and the impact of artificial intelligence.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The attention economy and the impact of artificial intelligence

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.699177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:484f22d0f8e48e1e91056f232c157a43b3425bdf653a01224504025be4d29cd9

Observation 972f1c98-ddbe-4467-82d2-0d886586a666 · outbound

This paper cites Exposure to ideologically diverse news and opinion on facebook.Science, 348(6239):1130–1132.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Exposure to ideologically diverse news and opinion on facebook.Science, 348(6239):1130–1132

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.701103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:572a02cc5b9bb0ea898d45ebd5560becaf9e4d777ea5f4526213dccbaaab4128

Observation 365bac5f-70e3-42df-8b24-a8b109c91ae6 · outbound

This paper cites Emergence of scaling in random networks.Science, 286(5439):509–512, 1999.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Emergence of scaling in random networks.Science, 286(5439):509–512, 1999

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.692246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:c8ee893257955ebb7018078c5d639a8532cf98f8b9b5c9f86043a6f2c65f89ee

Observation c8b28fe6-a8fc-4e8f-b543-a9b9cfd628b2 · outbound

This paper cites Auditing algorithmic bias on twitter.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Auditing algorithmic bias on twitter

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.690273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:97349a29b8dad546f017353b4a7aa3d696931f6db06ba6fb199572b928175c73

Observation 5c37a8ba-33a6-410c-881d-124268b00b13 · outbound

This paper cites Impacts of personalization on social network exposure.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Impacts of personalization on social network exposure

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.694219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:45f29d940adb52b6a8cb03d266709d4f0085e40aa08836ce8f5b3d5ce26d01ee

Observation 5c0f827d-dd93-41ae-8dc4-c6d38d6d86f8 · outbound

This paper cites Algorithmic amplification of politics and engagement maximization on social media.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Algorithmic amplification of politics and engagement maximization on social media

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.696057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:f354c65e8660598a7a49e8fc4dbade74600b95e6ea447233fb7fc3fdd279559e

Observation 9fa05c7b-72d7-44b2-8c61-79c52d3ad091 · outbound

This paper cites Skewed perspectives: examining the influence of engagement maximization on content diversity in social media feeds.Journal of Computational Social Science, 7(1):721–739, 2024.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Skewed perspectives: examining the influence of engagement maximization on content diversity in social media feeds.Journal of Computational Social Science, 7(1):721–739, 2024

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.742618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:cab55ebfc012a45baf84d55102d9ea2cf9112c68a2e36999b86fe722a9a4c277

Observation d6803da8-869b-4365-b718-2a7862b95a05 · outbound

This paper cites Exploring social network effects on popularity biases in recommender systems.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Exploring social network effects on popularity biases in recommender systems

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.685920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:4cf9af506cc884ad275b9391de2dbed22bcefe59dad978793f051d9f991bb920

Observation 40d950b3-dea3-4b8a-9e53-aae8d6d06126 · outbound

This paper cites Recommendation System Simulations: A Discussion of Two Key Challenges.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Recommendation System Simulations: A Discussion of Two Key Challenges

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:37:09.031800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:c362526f17b7639ae7bd92be39e4873bc4a310951605b0bd4de14b99588539de

Observation 75a2018c-129a-4fed-af9f-ccce7d8512fe · outbound

This paper cites Bias and debias in recommender system: A survey and future directions.ACM Transactions on Information Systems, 41(3):1– 39, 2023.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Bias and debias in recommender system: A survey and future directions.ACM Transactions on Information Systems, 41(3):1– 39, 2023

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.746075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:7c5648093d4f9a09d174d4a2cb80356d1c73972ed2d1636e31b7887306cae761

Observation 41eaa288-f7fd-41ee-84b7-147897b3fabd · outbound

This paper cites The effect of people recommenders on echo chambers and polarization.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The effect of people recommenders on echo chambers and polarization

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.744253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:70e9a2dc0a16d433ee049483d0213f80625244f9cebcea29a7d149bfa61b8ac6

Observation 94ffdce3-6637-46c8-9616-b68a2f9302a9 · outbound

This paper cites Princeton University Press, 2012.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Princeton University Press, 2012

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.688275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:c65b7bb8eaef77ef5c91ce429408788ddee2db69b37408e3c49b731d4fb4184c

Observation b95ab09f-1853-4b07-a603-96a0f8de005f · outbound

This paper cites On random graphs.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators On random graphs

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.683358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:606693d4f1df11825c4a49e9ddbb37374b68fece6e2013d356ac5a872cf4e2d9

Observation efb2ec9e-36b5-421f-9b9f-4c065ef9b815 · outbound

This paper cites The effect of homophily on disparate visibility of minorities in people recommender systems.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The effect of homophily on disparate visibility of minorities in people recommender systems

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.679271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:8ac9c2730ea67a984df1d14e0135c64ecf1bd7153c3c23acfd945c4d3998ab38

Observation 1b6b203f-2066-4386-874e-57ab75004c23 · outbound

This paper cites Exposure inequality in people recommender systems: the long-term effects.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Exposure inequality in people recommender systems: the long-term effects

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.673933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:508b90e2797d301ff1620fdcada68a9893cc0b8c06279e4c234ab6a69acbb010

Observation 443e4555-bf42-48bc-8822-4ff8a24ab2bc · outbound

This paper cites i’m in the bluesky tonight.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators i’m in the bluesky tonight

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.675574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:1ca593007c3394359ba1b76dcd2f3db5d15fb070c496ed85f983fa55ae8f6bce

Observation d301531c-d8fd-4735-8675-0fb24095e516 · outbound

This paper cites Link recommendations: Their impact on network structure and minorities.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Link recommendations: Their impact on network structure and minorities

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.677407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:7e2b70dfd35a931aa3706da258d040847f82457e5c0bd590a944d8e2fa16432e

Observation 54af5d05-4f02-4bff-875b-9ba85675c028 · outbound

This paper cites Using agent-based modelling to evaluate the impact of algorithmic curation on social media.ACM Journal of Data and Information Quality, 15(1):1–24, 2022.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Using agent-based modelling to evaluate the impact of algorithmic curation on social media.ACM Journal of Data and Information Quality, 15(1):1–24, 2022

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.703355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:30914042b6beadbe4598be6fd2c37a31f6e8c4457568f82bff916981ff78eb74

Observation 1a8d35d6-660b-401f-b364-5487dbfb0ba7 · outbound

This paper cites Beyond accuracy: evaluating recommender systems by coverage and serendipity.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Beyond accuracy: evaluating recommender systems by coverage and serendipity

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.730638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:3f4980d1dc511e165c7673d070da77630d424d637e1a89a484193d3502e84b17

Observation 701fc107-c471-47d8-a22b-f14546a23eea · outbound

This paper cites The few-get-richer: a surprising consequence of popularity- based rankings? InThe world wide web conference, pages 2764–2770, 2019.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The few-get-richer: a surprising consequence of popularity- based rankings? InThe world wide web conference, pages 2764–2770, 2019

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.734198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:daddc20e8f75606972718b7cd5ccca6c168e84a3ec5973fea2da85ef3f113077

Observation 1223b86f-aa6a-44ef-b5c9-8e1c9c9ee006 · outbound

This paper cites Reshares on social media amplify political news but do not detectably affect beliefs or opinions.Science, 381(6656):404–408, 2023.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Reshares on social media amplify political news but do not detectably affect beliefs or opinions.Science, 381(6656):404–408, 2023

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.728826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:70eb56f987baffd135b46abd0df0b8c4c98756b3f212aa86a5adfab172846d26

Observation 96a196c5-df4a-49c1-996f-c9b77ca26a11 · outbound

This paper cites How do social media feed algorithms affect attitudes and behavior in an election campaign?Science, 381(6656):398–404, 2023.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators How do social media feed algorithms affect attitudes and behavior in an election campaign?Science, 381(6656):398–404, 2023

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.755036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:a58bd618529f914da9f2b9eeedcf556bc1dfc55af444cd51f0bd5bbc22afa89c

Observation 393ae359-34c8-4a44-a7eb-8cc3d81ebe10 · outbound

This paper cites an unresolved cited work.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-07-05T23:01:33.778803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:86df572b6e723902fc969cbb834853e2195c2985408c379d94a702319f6d5268

Observation 6bc3e78d-f950-43e9-9951-d9a8f0d2fc94 · outbound

This paper cites The second wave of attention economics.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The second wave of attention economics

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.775101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:c1967d02e9185a78752517a1de592eb1c254bb80d77d1a7160b89478ec3b9f51

Observation 7f45c029-0ca6-48a4-a399-86164606bb0e · outbound

This paper cites Evaluating collaborative filtering recommender systems.ACM Transactions on Information Systems (TOIS), 22(1):5–53, 2004.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Evaluating collaborative filtering recommender systems.ACM Transactions on Information Systems (TOIS), 22(1):5–53, 2004

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.777161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:2d2238e788de95d5d5e6016f376b1ae3b82b28a96c2363949e0c1f4a619de14a

Observation c48e752e-dc39-4451-9c17-92ecab099a90 · outbound

This paper cites Causally estimating the effect of youtube’s recommender system using counterfactual bots.Proceedings of the National Academy of Sciences, 121(8), 2024.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Causally estimating the effect of youtube’s recommender system using counterfactual bots.Proceedings of the National Academy of Sciences, 121(8), 2024

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.771136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:2b82b67cf58c9187279842f82620b06f243876a261ec850e930b2521244bcbf2

Observation ef085a53-d252-449e-bdef-d8ac5b939b46 · outbound

This paper cites Algorithmic amplification of politics on twitter.Proceedings of the National Academy of Sciences, 119(1):e2025334119, 2022.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Algorithmic amplification of politics on twitter.Proceedings of the National Academy of Sciences, 119(1):e2025334119, 2022

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.764257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:8a9c805c408765ef4cf56153c8be73bcac37b9d85248d1392f9ed2051361da81

Observation 19ef6ed5-8013-4ca0-be78-b91b706ef2e5 · outbound

This paper cites Visibility allocation systems: How algorithmic design shapes online visibility and societal outcomes.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Visibility allocation systems: How algorithmic design shapes online visibility and societal outcomes

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:37:09.019984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:ae50efc4c42fc506736abeeb02b8973a91bef30b807e6ab1963f9d15636c93da

Observation 21465e3a-11ca-4552-b659-e4be62de6993 · outbound

This paper cites A survey on popularity bias in recommender systems.User Modeling and User-Adapted Interaction, 34(5):1777–1834, 2024.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators A survey on popularity bias in recommender systems.User Modeling and User-Adapted Interaction, 34(5):1777–1834, 2024

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.760562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:801496c2524b20ed39ae9a95cf36b6afe0c2bccf38c9ca54ae98b647b8edfa70

Observation dde465c9-94b6-47da-8047-e55bdb28d72c · outbound

This paper cites Impact of recommender systems on sales volume and diversity.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Impact of recommender systems on sales volume and diversity

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.762404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:a23825c7ff0013bb4a872bcdb7243d2f128544f61741ef1dd7743e667779f729

Observation d78b9f15-ce9b-4c1c-8f67-38f88ad8b831 · outbound

This paper cites Technology and democracy: A paradox wrapped in a contradiction inside an irony.Memory, mind & media, 1:e5, 2022.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Technology and democracy: A paradox wrapped in a contradiction inside an irony.Memory, mind & media, 1:e5, 2022

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.766538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:8884022f5ff52df93c09eab2d9ab44617731f5e11e17ec25f25e39e3ca0538cb

Observation 8ac605df-b20f-4e05-80ed-c15c71714b77 · outbound

This paper cites T-RECS: A Simulation Tool to Study the Societal Impact of Recommender Systems.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators T-RECS: A Simulation Tool to Study the Societal Impact of Recommender Systems

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T16:37:09.037708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:e63977ee13903eb6e8facb8c48c3189c8cd86d0ab3a4ff4ad84b4d5cbf454b38

Observation 1c3ca554-8314-4063-8072-400045152f78 · outbound

This paper cites The urban impact of ai: modelling feedback loops in location-based recommender systems.Machine Learning, 115(1):19, 2026.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The urban impact of ai: modelling feedback loops in location-based recommender systems.Machine Learning, 115(1):19, 2026

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.768771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:5c18af7ca60e395a982d4c020477dd18d61298dfc3cb1ac99a4a54903862098a

Observation 389ba193-02e4-4b7c-b0a7-7150fab4e13b · outbound

This paper cites Social drivers and algorithmic mechanisms on digital media.Perspectives on Psychological Science, 19(5):735–748, 2024.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Social drivers and algorithmic mechanisms on digital media.Perspectives on Psychological Science, 19(5):735–748, 2024

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.773002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:730f299d53c2af8e36eed224a19dc8c9247e83c3e3f5968d8e32539264e0140f

Observation 3d85528c-121b-4740-8905-53dd7925b45a · outbound

This paper cites Exploring the filter bubble: the effect of using recommender systems on content diversity.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Exploring the filter bubble: the effect of using recommender systems on content diversity

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.780606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:895ee37b8ca1efbfa244e398fe5ad5231c1ffe3843634fd138bcbf9da21f88ea

Observation 5bfc270e-658a-4461-b034-b086f26deca6 · outbound

This paper cites Like-minded sources on facebook are prevalent but not polarizing.Nature, 620(7972):137–144, 2023.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Like-minded sources on facebook are prevalent but not polarizing.Nature, 620(7972):137–144, 2023

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.756828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:4538a6d51192bd0c0ae26a38166cb4ad14d700890422b0dcf4c2b406f5f2adf5

Observation 38f8591f-d863-4b26-8160-9d227fb00227 · outbound

This paper cites Modeling individual attention dynamics on online social media.arXiv preprint arXiv:2507.01511, 2025.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Modeling individual attention dynamics on online social media.arXiv preprint arXiv:2507.01511, 2025

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:37:09.040853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:3fa3eb19ceff7a394af8897fa5ad937341af93a45224e460cc25fa75df2cb1d4

Observation 114fe550-d958-4618-8960-e7825f2e3299 · outbound

This paper cites From mean-field to complex topologies: Network effects on the algorithmic bias model.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators From mean-field to complex topologies: Network effects on the algorithmic bias model

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.753265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:4b7b74365d4c9165e9a4923694e23907be1bf8f1203a27ddb00b8e1f3909bee5

Observation c27c06a6-ac22-4251-93e8-cb7a1ac09c8b · outbound

This paper cites Modeling algorithmic bias: simplicial complexes and evolving network topologies.Applied Network Science, 7(1):57, 2022.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Modeling algorithmic bias: simplicial complexes and evolving network topologies.Applied Network Science, 7(1):57, 2022

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.738912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:45715e89de2c2345efdcd888ea434e6328598361ab0b9a80a32b085755932dd0

Observation 364a6d15-95d2-407d-bb60-fbba8c124e27 · outbound

This paper cites A survey on the impacts of recommender systems on users, items, and human-ai ecosystems.arXiv preprint arXiv:2407.01630, 2024.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators A survey on the impacts of recommender systems on users, items, and human-ai ecosystems.arXiv preprint arXiv:2407.01630, 2024

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:37:09.044337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:61a6c6d559dbe763863549a93bfe8801ba5f2ffa5a9c4cbb728671972d27ffc4

Observation ea41add5-2584-4381-af9d-a9ada437789c · outbound

This paper cites Human-ai coevolution.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Human-ai coevolution

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.740475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:b1c7e9bf6ca8fd450811088709eb48c9db28b6832f0b98d9cf1468d856e1b2fc

Observation cd76562f-c879-4d95-af0c-27163b474154 · outbound

This paper cites Opinion formation on social networks with algorithmic bias: dynamics and bias imbalance.Journal of Physics: Complexity, 2(4), 2021.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Opinion formation on social networks with algorithmic bias: dynamics and bias imbalance.Journal of Physics: Complexity, 2(4), 2021

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.748093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:6aeb37bc82057144f9569f7626b945540ead903adc1ffc7e6e85f9715ca8fde3

Observation 14661540-7673-4e7f-a9f0-9402024ace90 · outbound

This paper cites Effect of algorithmic bias and network structure on coexistence, consensus, and polarization of opinions.Physical Review E, 104(4):044312, 2021.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Effect of algorithmic bias and network structure on coexistence, consensus, and polarization of opinions.Physical Review E, 104(4):044312, 2021

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.751528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:2c507659f6fa9ada0a17e07dd5d9d2bd74dc8d2c2496e4a830340d964e58f531

Observation 201bb2bf-5b98-46af-870d-5967f5816eac · outbound

This paper cites Modelling opinion dynamics in the age of algorithmic personalisation.Scientific reports, 9(1):7261, 2019.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Modelling opinion dynamics in the age of algorithmic personalisation.Scientific reports, 9(1):7261, 2019

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.758654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:ebe6f0e5ea4a7b527560817794041dd8721c4e38a3258efc6b4d6ca2eda71fc6

Observation 4a4bcc53-8beb-4148-8d98-c87b1e804701 · outbound

This paper cites Cambridge University Press Cambridge, UK, 2016.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Cambridge University Press Cambridge, UK, 2016

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.712792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:9ba060d79a4363c58a3c9ce22d3fbc3cb28083bd7ebecffeb1fe7bb42f454f80

Observation ec89f44a-bbb6-45c6-8282-82a84100ee5a · outbound

This paper cites Auditing radicalization pathways on youtube.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Auditing radicalization pathways on youtube

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.714768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:7a08f0357db32fb3bc73d7f0074caccb86b9fe01cc9b0976c9391706011c06de

Observation 0b5f1672-0c87-44b9-a0d9-22541342f309 · outbound

This paper cites The amplification paradox in recommender systems.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The amplification paradox in recommender systems

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.708505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:6ea2a433863743fd8711adcb1ea43ec7ba0030d8310111977e18800ecc2ab409

Observation 6ca6501d-5a76-4893-b5cb-454c1322df21 · outbound

This paper cites Y Social: an LLM-powered Social Media Digital Twin.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Y Social: an LLM-powered Social Media Digital Twin

Reference 51

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T16:37:09.047120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:dd8fd57e6724aeca72938f4928c58f9d6ed89ee5fe8e2ddb65346aef85702f75

Observation a5bed037-774a-4291-959e-7854e4bcf44d · outbound

This paper cites The closed loop between opinion formation and personalized recommendations.IEEE Transactions on Control of Network Systems, 9(3):1092–1103, 2021.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The closed loop between opinion formation and personalized recommendations.IEEE Transactions on Control of Network Systems, 9(3):1092–1103, 2021

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.705467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:16467c50390d963df3f610d53ad57a8129dc7c6e9b7891a455aef940a868d32e

Observation b6b43898-9f33-46d5-a0a6-56fba8dca1ec · outbound

This paper cites The Prosocial Ranking Challenge: Reducing Polarization on Social Media without Sacrificing Engagement.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The Prosocial Ranking Challenge: Reducing Polarization on Social Media without Sacrificing Engagement

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:37:09.049974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:c5fad740ed6666896c21f2d50a252a698ef4174aae324ca64558f1dcdfc26c78

Observation de4175c1-a955-4ce9-a11c-77a347a7c362 · outbound

This paper cites Algorithmic bias amplifies opinion fragmentation and polarization: A bounded confidence model.PLOS ONE, 14(3):1–20, 03 2019.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Algorithmic bias amplifies opinion fragmentation and polarization: A bounded confidence model.PLOS ONE, 14(3):1–20, 03 2019

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.710713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:c241487d3d04446c886ea2212e532020ea29fc4bb83e50e6cb9a456fdb67578c

Observation 8f2d3ef6-4e53-4e72-9cfe-f08a6e57b321 · outbound

This paper cites The drivers of online polarization: Fitting models to data.Information Sciences, 642:119152, 2023.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The drivers of online polarization: Fitting models to data.Information Sciences, 642:119152, 2023

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.718947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:d3083d27605b0e0bab909025be19da7110242d5837fc1602162c9a19749775f3

Observation d91cbb6e-5baa-4e10-831f-2a20e326d2cf · outbound

This paper cites Improving sales diversity by recommending users to items.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Improving sales diversity by recommending users to items

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.723738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:49dc2712a0f3b3a05f7729ee90edadd0a0b040443933b91c0af55a50b5fe7903

Observation 31734a0d-7617-4e25-847e-974aa7038faf · outbound

This paper cites Auditing political exposure bias: Algorithmic amplification on twitter/x during the 2024 us presidential election.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Auditing political exposure bias: Algorithmic amplification on twitter/x during the 2024 us presidential election

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.732371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:e70a2b8763c7538d874a43531e819563ed1d703138b7c8fb83d826790a8f79da

Observation 94cc243d-ae79-41b5-b0ae-a3c419a9e147 · outbound

This paper cites The impact of youtube recommendation system on video views.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators The impact of youtube recommendation system on video views

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T23:01:33.737070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:bcb86207ce0a7914aebdb9459fa39ad7d7753104a2027871ad72c8b47c2a9440

Observation e7afab40-8c83-4990-99e1-ab996c768ef6 · outbound

This paper cites Attention Inequality in Social Media.

Joint Effects of Recommender Systems and Network Structure on the Visibility of Content and Creators Attention Inequality in Social Media

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-07-02T16:37:09.034915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:e4f81c442d7b37836347cb87c371a6b37557c24b9934bbbaaa30187acc39f532

Pith citing papers

No inbound Pith citation observations are available.