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Paper Citation Record · LEDGER

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing

As of 10 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2512.24008.

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

pith.paper-citation-record.v1
2512.24008 v3

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T13:31:13.374685Z

measured 58 of 58 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

58 of 58 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved58
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a1af20d-2230-4567-a7ac-bafa48b5aeba · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-03T13:31:07.908926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:07.908926Z digest=sha256:df2fb7b278ad2122afb182c739b210adc7c7199594b7fbd7169e6be0949ce941

Observation 161a7c82-5772-49d0-9195-5c007acaf1cf · outbound

This paper cites Anderson, Daniel Bothell, Michael D.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Anderson, Daniel Bothell, Michael D

Reference 2

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no resolver link, observed 2026-08-03T13:31:07.969645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:07.969645Z digest=sha256:b9087d8b32f121c500abbf8fbe7ec76d149462163032edc0b9757a47a0a4cab4

Observation 3b99e015-c8d1-411c-826d-c031f010a9a0 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 3

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no resolver link, observed 2026-08-03T13:31:08.079532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:08.079532Z digest=sha256:d08c4dace4eb945ba53da619ab75f2c399c98ddf8028f74f39eb959dab5c9c20

Observation 02b010da-a408-4053-8e69-ed6c7449a8c3 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:08.227600Z digest=sha256:b45ada7a1737e33f66bf5bab11254f82ba7b9055873abc3573b2f264a6f747dc

Observation b2a66def-1b8f-403f-8253-1496a19da935 · outbound

This paper cites 2022.Neural Approaches to Personalized Search.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing 2022.Neural Approaches to Personalized Search

Reference 5

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no resolver link, observed 2026-08-03T13:31:08.344606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:08.344606Z digest=sha256:e454a3e80de454189755b92630f4c42a7dbb329793ebfd6630c65ababe82aa92

Observation 0c3c28fc-a746-4e4a-b48b-b9f6466c0c87 · outbound

This paper cites Extracting Training Data from Diffusion Models.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Extracting Training Data from Diffusion Models

Reference 6

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no resolver link, observed 2026-08-03T13:31:08.434387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:08.434387Z digest=sha256:0ab13d59d308409593451b5618fe08088abd9821b3039f5ee7c8c9f1f4f0b684

Observation 06cf51a4-6bd7-4e84-8bc3-13e5d19bb326 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:08.524379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:08.524379Z digest=sha256:940c4b4db5fb061bb3b59877a84a3e084647f120aa987036ed58a0e7c6d5995c

Observation ed640e9c-8e3c-40b6-8a24-1b2553bb41f6 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-03T13:31:08.622954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:08.622954Z digest=sha256:8e9473ffcc9491ba2ab3bcfdbabc91e192a386118f5eaaf6ccd36c9be6892743

Observation 1bc4a7af-5f1b-4eae-9e4f-e34e4546c662 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 9

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no resolver link, observed 2026-08-03T13:31:08.686721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:08.686721Z digest=sha256:612fecc808d5e4bbdbecdbc30ee4b17344b93454481241ba29f50c1278888739

Observation f3ccf1d0-462e-4c36-89c5-e967c2e83856 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-03T13:31:08.765623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:08.765623Z digest=sha256:b83e75e73cf44c1bfa00bb8596a70198c9ba907471957d6cd0cc06bde66b5d00

Observation 8861da5d-088d-4b1e-b0f4-5c8fec51bb1d · outbound

This paper cites Cormack, Charles L.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Cormack, Charles L

Reference 11

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no resolver link, observed 2026-08-03T13:31:08.881146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:08.881146Z digest=sha256:dd6576815dc70e6607b647c00a4ffce0a068f698bb79a9a717ea423491225449

Observation d718b385-e488-4dbc-99ac-77a533c84284 · outbound

This paper cites 2023.Artificial Intelligence in Highway Safety.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing 2023.Artificial Intelligence in Highway Safety

Reference 12

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no resolver link, observed 2026-08-03T13:31:08.970740Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:08.970740Z digest=sha256:f08e4a105a701077a72396430bb0faeca7b788979025ebfd5e67681901da40fa

Observation 8518183a-8879-4f2d-ae55-eb74453afcaf · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-03T13:31:09.079875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:09.079875Z digest=sha256:fd25804eb13de9f084f2ec3aeaef6d777a7619dd853aa24f54b812433ea7c520

Observation b50da61e-c387-48ce-ad3a-0e0d11c53023 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 14

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no resolver link, observed 2026-08-03T13:31:09.215418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:09.215418Z digest=sha256:385020e9d69a7bad357a4b45a9ba7024cb3d2f669fddb32282473e2ce42b6075

Observation 7f513656-48fc-4550-9f4b-e76199d3134a · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 15

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unresolved
no resolver link, observed 2026-08-03T13:31:09.326106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:09.326106Z digest=sha256:27fbff6e5ecf01473f14609f5b15bfa6c0aa818718c881a2287a659eb5af6b3e

Observation a6ca0492-670b-46a6-a59a-4eca3da2c91e · outbound

This paper cites Tenenbaum, and Igor Mordatch.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Tenenbaum, and Igor Mordatch

Reference 16

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no resolver link, observed 2026-08-03T13:31:09.411688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:09.411688Z digest=sha256:cc4c9437ee8db0be2201d6d17e3ea76efc1b661b98e0e34c5e428f62086b091b

Observation b5057dc6-2381-43a1-b8d1-5e8bbbf2b8f6 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 17

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no resolver link, observed 2026-08-03T13:31:09.580718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:09.580718Z digest=sha256:a273e1342885ab66324b4a562d01a9b47cf98e1b19cd257a13a148acb415b777

Observation 017a831d-7d38-4e06-9597-f7e595699c47 · outbound

This paper cites Bennett, and Susan Dumais.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Bennett, and Susan Dumais

Reference 18

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no resolver link, observed 2026-08-03T13:31:09.666889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:09.666889Z digest=sha256:b8cf23189638a1428eadf780720b6f7c6f8905b19ebad3230a571b309e995224

Observation b9a6612c-6248-406a-8195-411e05c33566 · outbound

This paper cites Weinberger.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Weinberger

Reference 19

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no resolver link, observed 2026-08-03T13:31:09.896669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:09.896669Z digest=sha256:5c2eadc3c28d4dc748b5e31c6334efb494f0bc6b098097bad9a4995a1be0758b

Observation a5136155-d8d7-47f1-b347-7f05472dfd1c · outbound

This paper cites Attentive Long Short-Term Preference Modeling for Personalized Product Search.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Attentive Long Short-Term Preference Modeling for Personalized Product Search

Reference 20

Resolution
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no resolver link, observed 2026-08-03T13:31:10.088101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:10.088101Z digest=sha256:1b85280e6b59cfae0105967a30cdd179ae9c875e63679e223ec9397a4b60fe4d

Observation da8ec137-a077-422c-901c-cd1646fd02c6 · outbound

This paper cites Feedback-Guided Extraction of Knowledge Base from Retrieval-Augmented LLM Applications.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Feedback-Guided Extraction of Knowledge Base from Retrieval-Augmented LLM Applications

Reference 21

Resolution
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no resolver link, observed 2026-08-03T13:31:10.286463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:10.286463Z digest=sha256:e15cde2713a9701bc67127245e635f40d068c0ed2bee264569a6ee29c99dc21e

Observation 9d892e3d-d7ca-43ec-8a77-20d754ad6199 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-03T13:31:10.481797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:10.481797Z digest=sha256:4be0cbf55aded717cf2f322f31b62983eec026f0d33fd75d65a013d3145bbf72

Observation 730f3ebd-5c6b-4e1e-9723-ddcad0ae3c3b · outbound

This paper cites uttler, Mike Lewis, Wen-tau Yih, Tim Rockt.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing uttler, Mike Lewis, Wen-tau Yih, Tim Rockt

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:10.603784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:10.603784Z digest=sha256:14a0ffba0348c2b3ebbe0564e9374a69417a691b12d476546850860b1cd91264

Observation 2c07a8dd-e228-44cd-a99c-f9ab2030c095 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 24

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unresolved
no resolver link, observed 2026-08-03T13:31:10.715028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:10.715028Z digest=sha256:1257cc83d249998697f7e9eb8056e0e52f3c620f65d149bab5b17d19efae64f2

Observation 28a042be-779f-4047-b050-111bcd7a7d2e · outbound

This paper cites Experimental Demonstration of Break-Even for the Compact Fermionic Encoding.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Experimental Demonstration of Break-Even for the Compact Fermionic Encoding

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:10.886059Z digest=sha256:b1440616ed07c06b06f18eb34bb21dc558cc22031fef57fe9507936d2f4303da

Observation 5efb9f29-8ed4-4312-b2c6-9379e5c588ae · outbound

This paper cites Schapire.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Schapire

Reference 26

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no resolver link, observed 2026-08-03T13:31:11.053213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:11.053213Z digest=sha256:fa090271bc53dbe816b5a5dcd986a315738c22f62835925d356bd01a86ae0e15

Observation 66210f66-bb6a-4c64-ba52-94f8f4d82112 · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 27

Resolution
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no resolver link, observed 2026-08-03T13:31:11.176015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:11.176015Z digest=sha256:ad200c24da9435b42a7f5a217ae5f574c05a6510f0ea3f0beee652901e12a895

Observation b2a41abf-6414-46a7-ad90-31b4d3631d4b · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-03T13:31:11.311365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:11.311365Z digest=sha256:3f55153fe9690a56dcd1fb31efe7c3332bd0de7a1268757e781fbe187d2d17ca

Observation ad9fc004-9b0f-4601-9ecb-c54994c6ce8d · outbound

This paper cites Entanglement Routing in Quantum Networks: A Comprehensive Survey.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Entanglement Routing in Quantum Networks: A Comprehensive Survey

Reference 29

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unresolved
no resolver link, observed 2026-08-03T13:31:11.459090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:11.459090Z digest=sha256:c8506527973fa353106ccdc9b954adee50d6fdd46b97380f6a07ecbaaaba7ca3

Observation c98bea4d-2121-4b0e-8599-790f61326f00 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 30

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unresolved
no resolver link, observed 2026-08-03T13:31:11.602211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:11.602211Z digest=sha256:7114efb39967b56f08ba254a2c04e1a7881994d1b3545d4362ef9d874bc1620e

Observation 0c4f3403-d862-4978-a45d-31e9f20f914f · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 31

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unresolved
no resolver link, observed 2026-08-03T13:31:11.724521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:11.724521Z digest=sha256:73f59f57641755b71364fd4f10611b219f2ebe5fbdf3649551e160dfbad56e1e

Observation b1a8e8d9-db40-4147-a37f-2739735307d8 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 32

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unresolved
no resolver link, observed 2026-08-03T13:31:11.840821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:11.840821Z digest=sha256:1bce7cb47a7d3e16c760ab33c86f0cfdf123e10fb91de805b04d3fc410ee4fde

Observation 6c390199-46a5-4be4-af0b-d7364d91c63f · outbound

This paper cites Multi-Stage Document Ranking with BERT.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Multi-Stage Document Ranking with BERT

Reference 33

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no resolver link, observed 2026-08-03T13:31:11.945552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:11.945552Z digest=sha256:65b94e4793c477d71be592b35aa732d30202b2754dea2df79a0db0ec07168e57

Observation 01471d2f-e737-46ec-872c-4a70c52fb039 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 34

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no resolver link, observed 2026-08-03T13:31:11.993980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:11.993980Z digest=sha256:956ae6aa48c490c0edc6e3a89e70eb07547848554bf696756a693f20bae8611d

Observation 9c3b0dc7-bed9-4aa1-bd49-a1b4a4e99430 · outbound

This paper cites The Personalization Paradox: the Conflict between Accurate User Models and Personalized Adaptive Systems.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing The Personalization Paradox: the Conflict between Accurate User Models and Personalized Adaptive Systems

Reference 35

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no resolver link, observed 2026-08-03T13:31:12.029033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.029033Z digest=sha256:7987272fa48e2394ce342981cae2a2c0cf5c9db486f167db8418de83a7c24d55

Observation d5294c39-f553-44e3-ada2-73186c090a3d · outbound

This paper cites 2011.The Filter Bubble: What the Internet is Hiding from You.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing 2011.The Filter Bubble: What the Internet is Hiding from You

Reference 36

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no resolver link, observed 2026-08-03T13:31:12.110309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.110309Z digest=sha256:3a311038fbdc74f3886adfe5a8e50ddb89fffad227aeff99d25e9a0cd5b1fc94

Observation 203bcfaa-88b1-4ec8-b1c6-732e187d80e9 · outbound

This paper cites Making the Nystr\"om method highly accurate for low-rank approximations.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Making the Nystr\"om method highly accurate for low-rank approximations

Reference 37

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no resolver link, observed 2026-08-03T13:31:12.165905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.165905Z digest=sha256:257a6b65eae4c32438a80d3d836b873c9e767959ebb9d3b0dbff9a9627fde3e1

Observation 8d657dfa-82f9-476f-a362-1c8de4b62aae · outbound

This paper cites User Modeling and User Profiling: A Comprehensive Survey.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing User Modeling and User Profiling: A Comprehensive Survey

Reference 38

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no resolver link, observed 2026-08-03T13:31:12.224093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.224093Z digest=sha256:dc05310ace6ff16c7d60e39544df13a1617b660a2f8e791b465b810cec6e9cda

Observation 073ba77e-6722-4dbf-a370-25014d4aafae · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 39

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no resolver link, observed 2026-08-03T13:31:12.290279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.290279Z digest=sha256:bd4ffd4bb17a74df77e0e06e389c1265880e73b16e0177a2479466aa7bac8c52

Observation adf31c07-58b9-47c0-a61a-2065c99379e5 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 40

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unresolved
no resolver link, observed 2026-08-03T13:31:12.352679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.352679Z digest=sha256:39c10defc6d411b8a93b064dcd680fc70ed6d2694683584440ef765516a4c943

Observation fa85cad5-adf8-479f-a672-4da480217df7 · outbound

This paper cites Temporal User Profiling with LLMs: Balancing Short-Term and Long-Term Preferences for Recommendations.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Temporal User Profiling with LLMs: Balancing Short-Term and Long-Term Preferences for Recommendations

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:12.453711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.453711Z digest=sha256:a3821480001c79a82a9bf7462a3b962057022fdeca7ca2a30bc4c7329a82a611

Observation 74c3f142-8fdd-418e-8e9b-aed5ec00ad10 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:12.528893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.528893Z digest=sha256:98449185f8edd1d08d8d5e7b72604faef4a1ad66da775cf0f5424f8b9d5f3556

Observation c5fbf814-50c5-4a7a-bcfb-b5b2549d13d7 · outbound

This paper cites Generalized Score Matching.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Generalized Score Matching

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:12.653550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.653550Z digest=sha256:c2c6bd91401d4d38cb68c690f3b5bbd506ed3fcf4692f5d586953e4200a05554

Observation 730f1a3e-6dba-4ed0-8919-32bc5dddc3c5 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:12.717054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.717054Z digest=sha256:8bc65bb66af1e74e5f6add9c360ddde52c97709c3d330b31b68abc4fb778af1b

Observation 528b2c9e-ed7e-4bc2-8fa2-d30345a6e4f4 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:12.780663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.780663Z digest=sha256:740eb2d1e625aaad7db1b838bf88ec3d81411bf862bffb3faa866f77dd4a5d55

Observation 64ec17d8-2d06-46ef-876a-a6136efa6b80 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:12.842413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.842413Z digest=sha256:dcac55a6a0bdeaab2ccef0f6f7c2b8eaa4259a84ded3c38c98785d222c3c72d9

Observation b98070ff-75d1-4809-9621-6e5cb290ab29 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:12.886293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.886293Z digest=sha256:c228adce5f927b3f739bf17f64f5b79b89a523da3151e6bc51d0e0ffa9cc11d9

Observation 360d73ea-dd8f-43e8-8e38-4cdd71e0ad82 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:12.961285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.961285Z digest=sha256:bb1d5d9d28808303a51714919cefc9f7197dd2490e7cbd36a913995c57331ebf

Observation 8c51a5cd-f1fa-4b63-a581-db7d51783989 · outbound

This paper cites Dumais, and Eric Horvitz.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Dumais, and Eric Horvitz

Reference 49

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no resolver link, observed 2026-08-03T13:31:13.032708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:13.032708Z digest=sha256:181f36f02c59965c0f5d951b0991bd5a9514b901fd4064a1acb4b0dce6be9a61

Observation d37bdc59-4999-421f-9607-39838fff3ac5 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:13.100891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:13.100891Z digest=sha256:20bd9dbd5c2ffe2a9d8e1b5ed2e19f8b44d213911c5ddbf6e170bf557dd4d346

Observation 0fb60df0-ba34-480f-93dc-edb1540cf4b5 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:13.187677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:13.187677Z digest=sha256:751d7d35d01cc126ad3fa319f45bc34522c5b0d67fecf09ad9a49aa912b3d8c5

Observation c247b0e0-4738-48b4-8d1b-1703991fdb28 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:13.248877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:13.248877Z digest=sha256:1cf17662cbc0fb7c0fdb68ff42cf10e11fce0a375b24cbfa91370f1f01d889e4

Observation 23a465a5-03f3-4187-b578-72f518acec16 · outbound

This paper cites Homoclinic Floer homology via direct limits.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Homoclinic Floer homology via direct limits

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:13.292030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:13.292030Z digest=sha256:3b0fc7848791e45dd076a2e4dc130c42f634964b68e40ba0d0a64b552ad2ef14

Observation 36af7041-6d63-407c-b9c4-ede4de9f9445 · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:13.374685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:13.374685Z digest=sha256:6522db23814d942816c691115e6669f119dd497f4ce6e822dc88837005a49e79

Observation 29f51ae0-d513-4f31-a88e-47c5d32e4bbd · outbound

This paper cites InProceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM).

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing InProceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM)

Reference 2013

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:09.786495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:09.786495Z digest=sha256:054e2907b5f645c981463502d185baf179de0d9c5336bea4416c213bfacee914

Observation e5dafbdd-513b-4772-90e4-878a9fa73448 · outbound

This paper cites InProceedings of the 64th Annual Meeting of the International Communication Association.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing InProceedings of the 64th Annual Meeting of the International Communication Association

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:12.603975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.603975Z digest=sha256:a29b595c18627688737f0b49f25478aec1617274d329a7ffd26f1de12f6e1e99

Observation 6506d02e-2e40-4b67-a979-e40b693832af · outbound

This paper cites an unresolved cited work.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Unresolved cited work

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:12.413845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:12.413845Z digest=sha256:2ee863c817766260efec825d16bc1b0cd43908d8f95f3da12a16491f3813e3a5

Observation 52a9005a-cfcd-4568-954f-b8a26304b296 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-03T13:31:09.482909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:31:09.482909Z digest=sha256:b56ef3737792ec96263f8afcd708a70bc44e80009b8b718e423a2a84c7e77ebc

Pith citing papers

No inbound Pith citation observations are available.