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Paper Citation Record · LEDGER

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants

As of 18 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2608.04416.

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

pith.paper-citation-record.v1
2608.04416 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:46:20.177185Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

61 of 61 outbound references displayed

  • verified exact0
  • verified fuzzy36
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00805941-4fd6-44fc-87da-8cf72c9c80ec · outbound

This paper cites Nature , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Nature , volume=

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.430088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.783470Z digest=sha256:11879af687ba4c4056113e1d89c7b87144759619ef791a3f3cf578d3442c67bf

Observation ed09a245-a863-4546-88d0-7b6627f81c16 · outbound

This paper cites Journal of Educational Data Mining , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Journal of Educational Data Mining , volume=

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.409591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.793041Z digest=sha256:b0019f9d761b257522804b42081f8550c187d2044d705eca37e8d19c8cf28562

Observation 205f9847-ab98-4c18-ac41-4cebda77d653 · outbound

This paper cites Nature medicine , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Nature medicine , volume=

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.391777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.798480Z digest=sha256:b9627bc29f4677c1ce8de0249e6bc726a6feb513f6c98950e113f3f579bc19e2

Observation 4f4bf32a-8c60-485e-a67c-647ab19e8cf6 · outbound

This paper cites Scientific Reports , year=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Scientific Reports , year=

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.373932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.804397Z digest=sha256:8945e1cfd76de2751576f8a967cbe7353c64cbfd5e4a3befffe7a3dca030ed03

Observation 5514e712-388a-4076-a4c4-b5a676147eaa · outbound

This paper cites 2025 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants 2025 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) , volume=

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.354855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.811050Z digest=sha256:9a8c36ae8040a0ea90b048839f6be9e9081c75a87febddc9cada19fb34750589

Observation e61ddd82-b0f4-4d4f-92c3-ce5bf2b56bd2 · outbound

This paper cites ContextAgent: Context-Aware Proactive LLM Agents with Open-world Sensory Perceptions , volume =.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants ContextAgent: Context-Aware Proactive LLM Agents with Open-world Sensory Perceptions , volume =

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.335517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.817331Z digest=sha256:e47fda0658a9c6e26e32c3cba3fa9846a12ce2cbef1bbbcea26255b5a5c380eb

Observation 6d2a7dac-abea-4828-83e3-8c1c020bf7d2 · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants The Thirteenth International Conference on Learning Representations , year=

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.315470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.823867Z digest=sha256:89620887c7fa1085516fbc017574f9abddef8c8d7120554a38c35b5fbd73f758

Observation 650de7ef-7b8a-483f-8657-db5767b53bf5 · outbound

This paper cites ProPerSim: Developing Proactive and Personalized.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants ProPerSim: Developing Proactive and Personalized

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.295440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.829813Z digest=sha256:10cc40eb7747d94c9405b3879e2e73d2981dd413039583bd31ff10fe2449ddac

Observation 2775963c-97ab-4457-91f2-849c2a0d460c · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.835967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.835967Z digest=sha256:966f447020754a01d50e2c3735e67528eef4aaabeef666e22a57d76af7edc8bb

Observation a34f0e10-9ef6-4876-b126-af3ef7862396 · outbound

This paper cites SCOPE: Prompt Evolution for Enhancing Agent Effectiveness.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants SCOPE: Prompt Evolution for Enhancing Agent Effectiveness

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.845506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.845506Z digest=sha256:55fcdbac670d6f1a5f54eb8e60630ae6dc917e186a6ba5a0752d02613f4eea61

Observation c9fa3ee1-ed38-4f46-9585-42c7fe37dd52 · outbound

This paper cites an unresolved cited work.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.851215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.851215Z digest=sha256:b49e46625e0070d6a0ad7bee47fffe2f660212947e44a9d17bcb8db352da1fcf

Observation 8067ce70-94f1-4b81-91aa-64a246861b6f · outbound

This paper cites Journal of the American statistical Association , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Journal of the American statistical Association , volume=

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.858352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.858352Z digest=sha256:13f52536360b0a5e8cf60901a0444ac113be3ebabcb9767e3e958ccb5f2ec310

Observation d8ab459c-c010-41c6-953a-3b53cffa13ac · outbound

This paper cites Proceedings of the Royal Society of London.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the Royal Society of London

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.867281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.867281Z digest=sha256:c6d526cc978329ba4a595044348ff25cf2fa1431deb7f8abe2d05939205db955

Observation e236760c-5b66-4dba-a53f-ef3632fd12c4 · outbound

This paper cites Proceedings of the 36th annual acm symposium on user interface software and technology , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the 36th annual acm symposium on user interface software and technology , pages=

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.873567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.873567Z digest=sha256:8e4964d8c8ca5932660fbee4f81fb574b1640f04aaecd6413fd5290e4d7a4b7b

Observation 9eedf187-6934-40a9-8b66-6e4f3c2ebd82 · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants The Fourteenth International Conference on Learning Representations , year=

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.879409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.879409Z digest=sha256:47d3c2a1ebe80243a580426e6195d2a946995d04f4d0b70158208802e70d4410

Observation 334fec92-466c-4477-9ab5-f6e5cba4ba27 · outbound

This paper cites an unresolved cited work.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.885864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.885864Z digest=sha256:c81af083bba494c3f24d65542f897e89067191285926698bb29286f766c9d627

Observation f40feec5-1e14-48d9-83a2-6d64a1e6a7bc · outbound

This paper cites Advances in neural information processing systems , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Advances in neural information processing systems , volume=

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.892643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.892643Z digest=sha256:3d0d6f0992919d0f27720fe432d90880850d9795324a36e66b4b983cc14c054c

Observation 5e70f640-35b5-4175-a641-2b1718ca5318 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.158204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.898233Z digest=sha256:eb882f7cc089609589edcb830d25122413e85d848d4155d525100d7d5f85a140

Observation 8369f23c-4107-4b29-becf-99946cca1b39 · outbound

This paper cites Digest of Papers.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Digest of Papers

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.141084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.904422Z digest=sha256:8395aad8b479c2387618061c5f6ffcfaa6d7c620dea45a83d52e9a376fa7b24d

Observation 4d43b80e-feca-4ec3-a22e-dfaf7c0e34b6 · outbound

This paper cites Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence , pages=

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.121548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.911435Z digest=sha256:0c843fc55b7bface9b9d9bb29bb4ff1cbd40b68eed79dde5eef77722c5f4b32e

Observation 36e1968a-cf71-441c-974a-e1d8c288d063 · outbound

This paper cites Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems , pages=

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.101744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.917220Z digest=sha256:819f36141d0fa95e3c9ab5a501523916fa04ca18153efa06be862ff4b2104cf1

Observation 6c52fa84-8d00-45ef-8515-ba90927fc7f6 · outbound

This paper cites Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering , pages=

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.082956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.923973Z digest=sha256:11a7b82081c284d943157715c269249c9968cd41b63c1cd474b93fd61c42746e

Observation 8e3bea62-b43b-411b-9b37-17bd82c307cf · outbound

This paper cites Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , volume=

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.065234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.929862Z digest=sha256:50f6cd84be7079947d6a298d6f82383f1019ed1836254f1ab45719b28872c501

Observation 10ba7186-35f9-48b6-a21d-94001bc3dc26 · outbound

This paper cites ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.936310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.936310Z digest=sha256:5935721875ce6dd2ac0ee6770b0cff69cda1537c336f7250a67bdc49a2642d16

Observation bfa33635-437b-43c3-9a1c-a0bca924e708 · outbound

This paper cites arXiv preprint arXiv:2601.22964 , year=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants arXiv preprint arXiv:2601.22964 , year=

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:19.942123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:19.942123Z digest=sha256:c8be4b7b52685e4d418d0f47f047d9b5aae2d40e2a44b465a9bdd611d66d5efb

Observation 8d9cec75-347c-4065-9b9c-2508003419db · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.048078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.948694Z digest=sha256:c7ccbb9b034f444131dd5d0b606e5509cefb7012c2522d4194880b5646df6b50

Observation ef0168b1-a381-42f3-a5e6-0150782231d6 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Advances in Neural Information Processing Systems , volume=

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.026001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.955075Z digest=sha256:af86773a19c59220d7ec3165b07d219d6d27dfa6e4ef3591ce35102a3aa178fa

Observation 0edc8d60-21a1-4f1d-b46e-7fb5e6676e5d · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:21.006504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.961894Z digest=sha256:3d8b0d49656924ec526038560777ff607859aee2ce543b9bbe524b4c32c34690

Observation 2e238c03-426f-4326-838b-fb71be88ce38 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.988980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.968023Z digest=sha256:80f958a6297f64dc2affed9bb09d11ab94da251b97865c37e2e19467871e04b5

Observation 14a0a2df-7415-4346-ab8d-19abba542174 · outbound

This paper cites Leveraging Long Short-Term User Preference in Conversational Recommendation via Multi-agent Reinforcement Learning , year=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Leveraging Long Short-Term User Preference in Conversational Recommendation via Multi-agent Reinforcement Learning , year=

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.970806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.973589Z digest=sha256:8e261c1dde546dc260f495234714980a7f66bfc8a802c6b7faa36929466d8c09

Observation d5614954-01c0-4a9b-9ea1-724bdbda9a38 · outbound

This paper cites Proceedings of the ACM Web Conference 2024 , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the ACM Web Conference 2024 , pages=

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.951501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.979604Z digest=sha256:67bbc09669818a725918a1d7b2948175edc9f1f5c75e110e80cf6187bea24656

Observation dc1364a8-f4e3-4923-9c93-c00192863d44 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.931212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.985076Z digest=sha256:aacc7ab1d9e63e84b6d339872f05bfebc83bdb99fa08ac7049a6d08ccecd3dae

Observation 6be42483-e3d6-4d09-938f-b235aef89c33 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.911294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.991109Z digest=sha256:8547306c8ddc288b41f6591f91fa1d18fa7904c629e11dc3d4b3fef5e9c51798

Observation d8e934f1-042e-4464-abfc-7821d19ce81a · outbound

This paper cites Proceedings of the 32nd ACM International Conference on Multimedia , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the 32nd ACM International Conference on Multimedia , pages=

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.892281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.998788Z digest=sha256:fc75e2b1d36d2065350ed6bd8014a21ae4493efb1d1daba9233e7d62c5e9eb04

Observation 346d200f-7ef8-47df-84e8-7c5de7bc1773 · outbound

This paper cites Proceedings of the 33rd ACM International Conference on Information and Knowledge Management , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the 33rd ACM International Conference on Information and Knowledge Management , pages=

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.875287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.004134Z digest=sha256:7e3d5f3e278d3420e499acc44db9ad71235f59baa5976329f3605a3a922adcfb

Observation 5dc2c056-8f9a-45ee-b54b-66286f52347f · outbound

This paper cites an unresolved cited work.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:46:20.857717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.009435Z digest=sha256:2523785b4c26457a8d25fd30ce317ef43701d6afc484ebedbb1cc1ee1c1820ba

Observation 8d41cec6-f341-4c99-91f2-c70fe022ed1b · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.837447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.015316Z digest=sha256:97d2e935836968cb7c3f72725df2b1fb902748f2028ea4edf5974ea2ebadd3e7

Observation bb69fccd-6df9-490c-8bcc-f9c7ef3fc01b · outbound

This paper cites Proceedings of the 32nd ACM International Conference on Information and Knowledge Management , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the 32nd ACM International Conference on Information and Knowledge Management , pages=

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.818532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.024238Z digest=sha256:00073b0780222616657bc493f0ab8443eafd91033c170efbf2b17c57c324ddfa

Observation 8f30fc0c-0ef8-4399-a6f8-b6a3d4c539f0 · outbound

This paper cites IEEE Transactions on knowledge and data engineering , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants IEEE Transactions on knowledge and data engineering , volume=

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.030729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.030729Z digest=sha256:34d724374fa0586f668c9013c793e9da4d2c3fba1365065136315432bf9f0de0

Observation 2a5aaeec-c1cb-4774-a585-55c05e863381 · outbound

This paper cites 2013 , publisher=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants 2013 , publisher=

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.035877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.035877Z digest=sha256:4c5240381d429f3d8a8a24d330436884a68ab5aa35c4c5106c2f9a9bf500d692

Observation a64a877e-706e-498c-85cc-85a2331d003b · outbound

This paper cites Breakthroughs in Statistics: Foundations and basic theory , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Breakthroughs in Statistics: Foundations and basic theory , pages=

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.041034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.041034Z digest=sha256:14bd98aa35c8bad2fb10c182a0b9883d47a4818dc60f6d09491d7056717efc4b

Observation 32e8702c-d22b-40b3-94e0-2ef1f270640c · outbound

This paper cites Proceedings of the IEEE/CVF international conference on computer vision , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the IEEE/CVF international conference on computer vision , pages=

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.766256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.047783Z digest=sha256:499efa761d4cbf321becee2139c52f313753e94781ea5a3dbf54d293afde6d3a

Observation 675bf053-a57b-4284-95ae-300740b361a6 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.747084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.053644Z digest=sha256:4347262aa782f5662069fe4db5c1bd1020f9b914ae7bda7da391e1396a7b6b79

Observation b859d359-1e96-47a2-a32d-1b4d8f02772b · outbound

This paper cites International Symposium on Handheld and Ubiquitous Computing , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants International Symposium on Handheld and Ubiquitous Computing , pages=

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.728830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.058875Z digest=sha256:9fd34fb72cb76d21b065f0ace7441267d5700f9d978d9683509a83eb4b8e9a0f

Observation 29a90a3a-9e21-4710-a167-eced0ddce663 · outbound

This paper cites , author=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants , author=

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.710575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.064030Z digest=sha256:6c78e292f42f514604b698a6c0f138108612251858fe359aa5ae4597dff2bec6

Observation 9d006e85-b1ce-4006-b939-78728ddddfb5 · outbound

This paper cites Proceedings of the SIGCHI conference on Human factors in computing systems , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the SIGCHI conference on Human factors in computing systems , pages=

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.691939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.069799Z digest=sha256:77d22f8a9166f6b4ea6b2399cc3886e286599134fb56b66ab0fda11d10f269d4

Observation 3896d041-894f-4f13-815a-22d080390fbd · outbound

This paper cites Journal of Cognitive Engineering and Decision Making , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Journal of Cognitive Engineering and Decision Making , volume=

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.672795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.075148Z digest=sha256:9d988fa125fedc0bc600f626bec69c3c0efb48b5ab89e25bef02c6982096e369

Observation b5b1e348-5679-4391-a06a-2ed4d4796216 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Advances in Neural Information Processing Systems , volume=

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.082015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.082015Z digest=sha256:36a650bcd064e448796c611ea48dfdf3a61b1d592554d2a040deea2450db5da6

Observation 24dc0840-aa5d-44a4-a912-eedae328f7cd · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Advances in Neural Information Processing Systems , volume=

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.087777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.087777Z digest=sha256:5c71a70f9d83540423e022c6f0c1595e1419d63258625b6d0e68beed67fd6335

Observation ffb65576-a285-4780-96bc-96cadabedb4e · outbound

This paper cites Advances in neural information processing systems , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Advances in neural information processing systems , volume=

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.095450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.095450Z digest=sha256:4bd8a1a083fbc5b9a4f33db22b08461b6b1890bf66f20932118af4769d689aff

Observation c04797cf-5b7d-4922-a179-f11cd8dc3c90 · outbound

This paper cites BMC medical research methodology , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants BMC medical research methodology , volume=

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.601372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.101549Z digest=sha256:b2826dc50bd6184d6ec2d042331d32eeee37c992649201789de817ae861de6f5

Observation 483160d8-7596-458b-bd15-3e18e81bd805 · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants GLM-5: from Vibe Coding to Agentic Engineering

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.106473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.106473Z digest=sha256:2cdb6df686994a9591b44e795588ec6d320bbdb38b5069498fce9567c1857bd1

Observation 79a624e8-08ca-4767-b643-87f25bc633bf · outbound

This paper cites arXiv preprint arXiv:2606.19348 , year=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants arXiv preprint arXiv:2606.19348 , year=

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.113311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.113311Z digest=sha256:038904d0545ea70bf0701eeefa4575535e3510b6c7afddb278cd3085a21c046d

Observation c383014e-d62b-46d6-a4e7-c9dfa7648182 · outbound

This paper cites Information Systems Frontiers , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Information Systems Frontiers , volume=

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.582027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.125029Z digest=sha256:c3d46b86d8179653cf92cffd70f2c5abf90fc00d94747f6de2dadaf086213885

Observation 27f25296-ac34-437c-8109-a6a3da247949 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.131152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.131152Z digest=sha256:48efd9a3d8aeca1083c72c1edfcac99b07f9c42970b3ed96493a7ce65157f455

Observation 32babe74-b792-457a-8ddc-7daf699e9d6c · outbound

This paper cites Qwen3 Technical Report.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Qwen3 Technical Report

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.138146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.138146Z digest=sha256:9ba6894fa27adb1734136153e3f18bd47d0c7e0e0e1c44cd9478f267585a0355

Observation d1afa8f5-fbbc-4ab3-b7da-f513478cf18e · outbound

This paper cites Journal of Image and Graphics , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Journal of Image and Graphics , pages=

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.550592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.145511Z digest=sha256:a01657f503858919d8a9f78375c51dc1632cc02a5e4ecc117f2b3e2853744e4b

Observation f8fc14a1-93a5-4c04-832a-cb6f10e018ca · outbound

This paper cites Machine Intelligence Research , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Machine Intelligence Research , volume=

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:46:20.529085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.151963Z digest=sha256:c98ebc7b1d6a6c54ceb0dd4feb8f88281d1c044d1603f8a0d141442396a9beb9

Observation c5f17ec5-9534-4a24-92b5-4c24e8b97fdf · outbound

This paper cites Thirty-seventh Conference on Neural Information Processing Systems , year=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Thirty-seventh Conference on Neural Information Processing Systems , year=

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.159035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.159035Z digest=sha256:0bde807d896aea98c1c44be569d90e575eb4f96189b32fab3023bb17930e64be

Observation b76a04f9-b5fd-4f9d-ac34-6deb31d9a791 · outbound

This paper cites Biometrics bulletin , volume=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Biometrics bulletin , volume=

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.170857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.170857Z digest=sha256:107a221479c379e0b2cccd2e23351e90a581e4b08462574638ac896f5e88b2f8

Observation b15bf383-7279-4ef9-ac68-3840c2db7526 · outbound

This paper cites Scandinavian journal of statistics , pages=.

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants Scandinavian journal of statistics , pages=

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T14:46:20.177185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:46:20.177185Z digest=sha256:d657b6372a685e624d06bbcb0e0f9e479c0eb618b2cd4f1ee047e85e9b35929e

Pith citing papers

No inbound Pith citation observations are available.