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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:867f34126dd7a2369bc7004fb9452f986d2edbc8b18aba2f2315c114bf307137

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:f315e529d0517015315f6a8cc01ef898da6f8d38c2c459a2c5e6859b41ff7f7a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:ffd9e476ca50e7e9c75b942932ee084df4655406b7e301f9c2af60492717a585

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:06b27b092346a96d24faea6abcbdfe0978cc2576f41637fae092a788d98fd8ef

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:0cbf2480f5f2d539740c55b077a54356f156b9a158e22b1d97cb67b28dc57d7c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:e10a1d4a8e8cd2801d22c645e2aa072cda264592475c8497e3e910eb42d4e34e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:176558b96106c9c5c67fe05f107a1effab1d622c1de9fae2ea4b6683ebb874b7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:cc5ef8fdb65d133bcb211747b71b8e846b4be988e1767fdae883ac7d6f7dd96a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:380d9cb8cd8002b944fabe5724dd4a1b7397eb4f0c0fd786e12e28eda86c7b0b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:71b6f0981c60d95a4d94d376ba3558fda3e6a3ae8eeb9922a0c2c05fd7e5be73

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:0750befb9bd1eda45a0222fae2825c13313dd3ae9116ddd57c11d5039de38a33

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:878e0d5dae71f5a6578f2b258d302137024bc05e43dd70678f63a45fa7b5c0c0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:dc314600416847487e77a5921033680dff8f8b0ef2c9b68ec8434908a7d87426

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:534e69c1bf947b5ecf058f583a854b8fdbaca1fa3e47154dd010b5bfc47c16f4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:af6de3007b18f8f7d62fb4a98d280a3ff3aa4c1213294c210d25b7b4a458df88

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:5081d29334e6c3c492c42a6e40d0677c2de8969bc688519e6f4b1625239384af

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:472461801316671de7e7ab2a60704142abbf555bb4b0b1ada320bf0a76698e81

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:d3ffa21ceaa62ee4ad5551835cf39a3aa89e73212dc624eef923f601f780091a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:317590f4821be18f993fd82826349c104223d377a2c96079e30256aba1bed0b0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:0ab34c8567140ea9658ac1593dd8d0d50f1cef055e2b2f4ac3e1c237289b6c6b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:c76371fa1bb906ed3997cc486611991a62bddb48a0333cdd0c988dd5f349955c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:1653d3d4f4ab31f3929b4af7cdfa8f84eea9a96dc627eda4df7b72ff3f35f569

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:c8b18a190a69269bd54c8396b518213639316f659b6ed86c781097b52114401f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:d95eb7f7277393d82717a151ea96a31164c49ce7bddfc639209d8e85e0a1dd7b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:17b72d86d7060337e3a464cb51a115b2d0d492b36198db87327a41688cc7d88d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:3130ac8b542114354a6869f5f14a89e2b17300a7b8ebb51bda62a9b4f16d5c81

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:f701446832432e09c98727f66d973c5ee048f9dc36ee7c609c41d9e81edc7712

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:fb2a19320135fc1a110d5b1172ca88cd6bd3df81dce6a7481c47c4835d162975

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:e8927cbe86c219ad29d35a2090393e1e22094bf7169fe202edb684b6f8c01162

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:4476968dc88ccf1c5dc199c0e0c217312cb005d6ad2a13452e70ad60ea7cbff3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:d878310a01ba0b2172b09cdd71fc43115e82bd424f26fce7878b8763804ff75c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:45dd296a2186e7b8b76c523b595695e21c5accec8a17c1ced0c039d59aa52518

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:b435ac92924db842e08e7491ae7e29b18ae17f36530e8cc0f4c3332bef293f8b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:149f5ebcf0ed80ea0200456189cee00fec0975eb0186124fff0b18ae5e116102

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:d486d16f2e5ed489353702f739c221bf8a6b9ff9b4ce5022eb4bfd8c7da845f6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:390f3a2a3a7fc514082c516cf16f5c998db59f97e651dd209f0fad3689309bfb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:254ab518a4412834e9519d4e947ca2980a6bd89e962db0c07b8f78867e940eb7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:07e5df11a1e59e94b805625ca79ac1295aab8cf81ddf81d17a9ee3530bd4bdca

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:fbc9f9c7f69ef569ef8e047274512c8787965383cd47eed1896edc0a4d708f91

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:fb398b07b75dd1825d46b3b3d556cb8eef6e37d0b36de123a0cd011322bde28c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:6e268dd47afcb389d0eaaadb35fa41b1559330a3cd5fd98b9482eaf0125b876f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:b0411d30c38898098065dc2c65e2b342cbc72da14df0896e5107c8e24adad003

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:02a59fbb282c54d8182bb305c3c6d96ce6c44c18f697000ef9fce7445653dc65

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:8c750c3632018302a29b23758a5f12d7c7e4fdbb26b7a529ecd0212c6b582754

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:cd96c62d80293adc4dbfd6af231776b6d743e7ad83e230f8a1271227059e18a6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:fd7affd2282630f8b089a719b701e6a082ed455682b5d3761e0c2ae35873ec83

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:3fb91afa82db5a1805d39ea31897414120e6a9bd1e09c248e7c5e99bc285fdec

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:46b00c459eb42aafa3aa079f656dbb3a8c586d93affc7db146f535733b568c34

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:f3b0b16706528a23f8a750cfc5c87373b9e44b238fa6e58e23387e17ca4bdb37

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:ca983af0761c819be4f51faa041d7282d58e4597561de59aeb410c41c854eb71

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:567c1b5a8c411752ee39ea773e8757f938bcd7a6184d4c0ba0adc9eda8a18101

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:8e5c5bba026706bbc6bc1391df25a4359dcaa6b47529db5a3d5adfc1e612d5ae

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:32f472789062e24db6eea3c7390c7d743efc9b82725fb5e41d8e429b3bc8cde6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:b308807029b216b0202eee1ed4007ca7d03c2ec1e56a90f82582c04e586fde13

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:c6e491a2508b174e9a3e8cd42e240595e725fb1b131d69c82a1b5deea3e4b39d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:f485dea34637aaaaec4264e2ec9607029780d41c81507d2cf54749cb19b62ef8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:514f851d35d18f3bc94e29d279c32e59fc8fed5238d95bf9bf765b3694b38247

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:891bedc1d8168543b22d7adf0b2747d043bdc1406be3fa5b67e0c3ca1f451194

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-02T16:34:32.588240Z digest=sha256:a21f8c49fb63176941a81d8371e8cbeae9cbf8e28152493ae9cf9f20a4babebe

Pith citing papers

No inbound Pith citation observations are available.