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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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.783470Z digest=sha256:0a50dbaa1b5d8ddfb44458a8ef63205ee19a82b6bd1a0071ec38b95d783f3af3

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.793041Z digest=sha256:35e651a6660a51e014682fa9e79359febecd938e12f04528e733e624a4cb6461

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.798480Z digest=sha256:2b98963fb3925ebc2881a83aa1d4e8bbf7a6e469b5a3fab69cd1fe5c43395d8a

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.804397Z digest=sha256:b1066897d8f05b351e9ea39ccebf68105327dadb454365885d633e02753d1030

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.811050Z digest=sha256:7cc1a0e30a642f74164c5aae4764d8659be1085f1e38bc0e2b5208eab70ba206

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.817331Z digest=sha256:f3c7dc8fb0b6645262a7c8ae576d3808a76efd4808cd0745d3d7f6426cac8467

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.823867Z digest=sha256:dcdab3708c30db63d1fb1a65dec4320b7cae0225eb7477c63ea986bfd9b75480

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.829813Z digest=sha256:2df7bb5a231aa2906f4c8fb085de7f6f4efec24609096a4dba8a56b1c372f25a

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=sha256:16252eadc21930b966b62c98d28b972213531da21fbfc824be228183f3d6acfe

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:fe7a01080208a94c24f7662894e9210099105cf94a59bdb6b488460a47fa52bc

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:b88aacd8087597b0af16131cb3c94d8e42de3d944f7bb16f7ff0cf11dbf4845e

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:d2d1f7982e2c49659fef20408f0aea6d9dea877c4464673a4e320049b0bf8c33

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=sha256:49a93e052e40921049ba42c5dea5a064171200aaae3f32decce5d3bc4cdb7b22

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:e0f08f1844c5d75f7fb58860f18700d36b30a3a368ee7b88f8e218163f25bf43

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=sha256:00a512633441e3539ef14e1e4d50fb0a9e88d51d0a957987a3fce9936ea256ae

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:a433028e7bf8c9a29b3e4506d57e0a4cba9514832379b5cac2ecf2cc5662d909

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=sha256:96bae5ba8193dd714acb96e3f39be0b910b4c8517a5fb0ead03128205e093b4c

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.898233Z digest=sha256:ba1647f7fb2354d5bd0dae8b8057ebff22bde50b19e027526917a8a643812184

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.904422Z digest=sha256:e63823560f7216f32a0d28c503071e5eaa28812c3810c350494061358fd044da

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.911435Z digest=sha256:aa6b2f379cb50685117fbbc9221615dfb06b09b15572ee124eac5d0c1da555be

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.917220Z digest=sha256:a2d354b1b839fff3e66651fd962606e8259a6f915cb2c22652453787e0eba427

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.923973Z digest=sha256:e46bb63c0a44f98edd99415824657ae73d3aa8faf4b93271915d761f5f258dd6

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.929862Z digest=sha256:388a845dafd319109fcf9c699073cd466d294cc51bb9bc04ab2ebfb682b0e2f7

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=sha256:144b9c559154196b8d99c46816d0968c0bf1904560c90c0f014095bf5c5485df

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:ae568fb42ca186afb7cff999101298abcfc2c4c9d80798637eb70a36bd170fa0

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.948694Z digest=sha256:c1fe63bb142600abd619202fdd8a6133a84ce23d778bac85c2586e56595378c3

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.955075Z digest=sha256:7f0d25647fd5dd4a97e80124fd3bc651af26e0ec190170a4db0457e944dd9233

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.961894Z digest=sha256:fd217815d649d45d97fb8ac02c66b2b2979e927092a88a608e61cdef1829d0dd

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.968023Z digest=sha256:cbe3d39f417715420d7501d1965696ecab7c2676fc251e67de98ef580ad6ac1b

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.973589Z digest=sha256:1887d97c287c4794f7f5121c2809a415ea81f5f04542cabb8a2e34f83192a910

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.979604Z digest=sha256:feb4a7d3b6052648c8679901e5018b82d32246775646344baa7560485d0935a6

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.985076Z digest=sha256:378ba2cb9ff00ffd26b3078851c4f156f46d603da1c359fa116e7b029178f76e

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.991109Z digest=sha256:95b776adc8e9e62897421be1b05b2433e8680b36169c62731fc4c1b2879f5b04

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:19.998788Z digest=sha256:0527b1584e90035ea78344fc95b2bf937d9ef0b1cb46c2d085e7d97f84d2b185

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.004134Z digest=sha256:40ecc5e908ccc29f730dda168288cf97af0d596de4ea9a96264d2887c4e89eaf

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.009435Z digest=sha256:872896295809fe76326c8db5af9ccae4e1d8dd2217f7e63eb87f70b0873322a3

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.015316Z digest=sha256:d147d692326936dc29458f1ad96abf1efc76396ac50303d70a713545b14c8386

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.024238Z digest=sha256:c792b311f643fffc7dad75b0d7b2abb6919059cd9511f7561890fdb8470a1e52

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=sha256:760499818e835a1f56661d3479c3ecdee0eb6d6390a7faece9483c18b2c1b63b

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:addc5d939830626303b5230248a257f72dc0bb17c0a08d276672b32671f2f3c3

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=sha256:5c51b54d93abadd46253169163f65ac96a18a1dc64d28a1dd38409a29bea20b2

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.047783Z digest=sha256:98ca1256efb20cd9f37854ddb88ff826e71361efd78dadf32b7c57cdebaaad64

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.053644Z digest=sha256:ab28b0cd848bdfc3817d011e354017e24f98720e11b48db188cb30dc2629f58c

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.058875Z digest=sha256:699a167102f5db7bee5258403f3e4aabdac5043fd85b4f630d4c090df808fd6a

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.064030Z digest=sha256:ad44cadecb793da48e3069a37b09bc3236ec0b2721ba8f3c558391f819ab75c7

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.069799Z digest=sha256:60ced95d4209f7c741f5aa21d2107b13081d77ceff05c2bd52b21efa79edbf10

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.075148Z digest=sha256:71b0a03580226ea6822e0d650a0b21727cfa60f93c58144cf752d27723902e6c

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=sha256:147185c4f5abf1aedfe91cb55b549bce13175f00a167d907d0df4fb4d6bcc995

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=sha256:470520e1b6085bb87a302a664b11a251ae5ccaa02da69c0aec69536adb5868ba

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=sha256:0052caf530d1a537b4c714d4ea3a7010a6e482cb11a2a8516f70672a7ee686a6

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.101549Z digest=sha256:228f2adfc60e130e59577d94240dc68089e504611619e07de30363a296d8932d

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=sha256:407d69c95895eac7639abb57e471f93c3341664aae87db04adfba1db5cf86d60

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:f29d87a11b954c5a88426f1f898b399d8bc163ce30cf663d96caec05845f3c7d

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.125029Z digest=sha256:b04cd6744a0a73d66bc787a9f37042293ee694cd3f4c50e266437546e9c79bb9

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:e972371eaaa0f338bac51bc9ccb241470d84663a6d6fb3bf280dca1d8f005598

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=sha256:090a8a4224879187176bbe7570d5ea7c9fed3d1928387d48bcfe15fb6b0c1f28

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.145511Z digest=sha256:8da613012050956f04a61ed9b7513523dd6a8b79c1525631273c6ecb2230c1ca

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T14:46:20.151963Z digest=sha256:1103d9bfc8f3136c9902c39a0762fa4947a155f07cda8b247eb1cbc881c3a027

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=sha256:1775682a3d80f1d398b82515d04d0438be8d257952bf16d3bf2b103595dbf6e1

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:d8e4ce250f9d93325ff2276ab0c90fe8d41b685e327257c13696083416b297ac

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=sha256:22ebec31af3761b36538f2b482132daa817eccfa394e21c861b41112d959ee6d

Pith citing papers

No inbound Pith citation observations are available.