Pith. sign in

Paper Citation Record · LEDGER

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems

As of 21 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2505.02599.

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

pith.paper-citation-record.v1
2505.02599 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:51:53.771805Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

26 of 26 outbound references displayed

  • verified exact2
  • verified fuzzy14
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f2235ac-4605-419d-b890-36873f1684b8 · outbound

This paper cites How machine learning informs ride-hailing services: A survey,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems How machine learning informs ride-hailing services: A survey,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-16T00:51:53.652408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:51:53.652408Z digest=sha256:0e1a7125d6f7d1b0482a99fa19902fd6196283d18ee82fa0bc32d1c1be8ffa33

Observation 02e5fe71-ad88-49fd-bdb8-395167f29444 · outbound

This paper cites Epoxy resins market—growth, trends, covid-19 im- pact, and forecasts (2022–2027),.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Epoxy resins market—growth, trends, covid-19 im- pact, and forecasts (2022–2027),

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:54.160390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.658008Z digest=sha256:c1f83a363d787b57172e188a5f215dd16f8f9d6f693a2415198b038d53079a1b

Observation 2e3a3ba8-340b-4344-815d-9bbae9b8f49a · outbound

This paper cites Analysis and control of autonomous mobility-on-demand systems,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Analysis and control of autonomous mobility-on-demand systems,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:54.144762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.662637Z digest=sha256:1d0e5b7ebb727a91e97e78b2a538364e107884fb4e56585e61607b8e37414532

Observation d532a97c-533f-4f38-95f2-54103b023387 · outbound

This paper cites Dynamic supply-demand balancing policy for cmod fleet,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Dynamic supply-demand balancing policy for cmod fleet,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-16T00:51:53.667451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:51:53.667451Z digest=sha256:9367fded036799783b57df117adef3295af899d185cb48dcf639c98e39f83ed9

Observation e148eb3e-c543-482e-b5bf-eb6073595de1 · outbound

This paper cites Vehicle rebalancing for mobility-on-demand systems with ride-sharing,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Vehicle rebalancing for mobility-on-demand systems with ride-sharing,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-16T00:51:53.672658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:51:53.672658Z digest=sha256:54ecdd0ad0ad310b035a41d482678cee00ce07ad133a4d504b8740a1e0dd5645

Observation c3251bd6-c056-4ed3-8244-66c8bb4587fa · outbound

This paper cites Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-16T00:51:53.677552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:51:53.677552Z digest=sha256:fc7b196251dfef0c3faf10e150e45ffaeac137afd243c75825c3154f6c703b08

Observation 580515ea-b248-4df5-9850-641f5114a96c · outbound

This paper cites Ensuring service fairness in taxi fleet man- agement,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Ensuring service fairness in taxi fleet man- agement,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-16T00:51:53.683200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:51:53.683200Z digest=sha256:296b93480d071a658865646d50690b4dec4668a6e6fd562190d2f0812badd225

Observation 9a08cf1e-4fb2-4c44-b2f1-39805aaa4c73 · outbound

This paper cites On re-balancing self-interested agents in ride-sourcing transportation networks,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems On re-balancing self-interested agents in ride-sourcing transportation networks,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:54.100501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.687924Z digest=sha256:1007ddcafe31ad2d0d06f3590a8135fe34d3cca8bc8bd3e961f57d078f020c61

Observation 1ac68207-665d-4439-b11f-091504cbeedf · outbound

This paper cites Integrated User Matching and Pricing in Round-Trip Car-Sharing.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Integrated User Matching and Pricing in Round-Trip Car-Sharing

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T00:51:53.692733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:51:53.692733Z digest=sha256:21e0b50f017dd555a2c37eff8c645a0126e87e086889c0de02fe1b28073d938c

Observation 980d7545-6200-4d69-8d27-6b704e5b3683 · outbound

This paper cites Vehicle Rebalancing Under Adherence Uncertainty.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Vehicle Rebalancing Under Adherence Uncertainty

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-16T00:51:53.853218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.697761Z digest=sha256:ed0306f50a421e6bf23514b2d4361d986b5fbd6644df2a255cecd2055732ed4c

Observation 4ba0a263-e7af-4e48-a989-f6d193f8b4f0 · outbound

This paper cites A survey of algorithms for the generalized assignment problem,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems A survey of algorithms for the generalized assignment problem,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:54.085267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.702851Z digest=sha256:97589e031106109e8c04cd20122ab91e1cec51f71f680864d1123f1f3ba1b9ad

Observation ace87c05-4bb2-4378-a5d7-e2f74f1efeee · outbound

This paper cites The hungarian method for the assignment problem,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems The hungarian method for the assignment problem,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-16T00:51:53.707249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:51:53.707249Z digest=sha256:000c22fccd13452274085b880f595e07abf232e5220c78ebd6164a3e20bb0d43

Observation 2c68afda-4dbc-4aaf-ae1f-8b850c73e1a2 · outbound

This paper cites Dynamic pricing and matching in ride-hailing platforms,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Dynamic pricing and matching in ride-hailing platforms,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T00:51:53.711712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:51:53.711712Z digest=sha256:0710f0a19562d38067b2b8cb89168e78012d5ca7daa79b6a6e50e948b0f6ad6d

Observation 0814b162-4fd1-4946-affb-73b2e69fc74a · outbound

This paper cites Two-stage stochastic matching and pricing with applications to ride hailing,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Two-stage stochastic matching and pricing with applications to ride hailing,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:54.050499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.716109Z digest=sha256:4cced99f5deb299d271c34d2bc5c4d55404218f5ee43f46f9f86af74b723ee5c

Observation f06954a5-27be-4106-8ed3-f5da8fae1e8d · outbound

This paper cites Robust matching-integrated vehicle rebalancing in ride-hailing system with uncertain demand,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Robust matching-integrated vehicle rebalancing in ride-hailing system with uncertain demand,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:54.035004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.720589Z digest=sha256:7c3a5401418f15dcdad44b368a9be689b8958634525b2f9e2cd0bb460caab3ff

Observation 00d5bab2-2b62-492c-b198-fdbdf1d9fd38 · outbound

This paper cites Maximum Weight Online Matching with Deadlines.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Maximum Weight Online Matching with Deadlines

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-16T00:51:53.725043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:51:53.725043Z digest=sha256:c80454893047126e00fe21977756c8a546133a741d8141f5f75435403e7cd53c

Observation fb5905c7-7043-40bc-b7cd-4fbb3f1a63b5 · outbound

This paper cites Deep dispatching: A deep reinforcement learning approach for vehicle dispatching on on- line ride-hailing platform,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Deep dispatching: A deep reinforcement learning approach for vehicle dispatching on on- line ride-hailing platform,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:54.019299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.730120Z digest=sha256:4a4718bd9c15514c5d047f61476f082d8dc1524e9597eaea83d136cd3da30202

Observation f32682ea-9efc-4537-94fd-760a41c1102b · outbound

This paper cites Optimizing Online Matching for Ride-Sourcing Services with Multi-Agent Deep Reinforcement Learning.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Optimizing Online Matching for Ride-Sourcing Services with Multi-Agent Deep Reinforcement Learning

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-16T00:51:53.814238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.734528Z digest=sha256:bd3cc030752e6dcf8b406b5da7e8b6cad357db4266fdab96eb0ad338ec7da8f8

Observation 3a573bf3-b397-4d01-b6c0-ab6c182b7887 · outbound

This paper cites Multi-agent reinforcement learning for order-dispatching via order-vehicle distribution matching,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Multi-agent reinforcement learning for order-dispatching via order-vehicle distribution matching,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:54.004549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.739447Z digest=sha256:8501b479e0c2063f341be940f370f9cf7a920e50c7a56b4bcb1ff7d7a868a4d3

Observation bfd8af65-a798-460f-ba61-5961b190d283 · outbound

This paper cites an unresolved cited work.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-16T00:51:53.744176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:51:53.744176Z digest=sha256:abf941553debfd8362391fb77c24ecd8100fcd545d5431267d44096ae2b45c87

Observation 4879c4a2-b95a-44cf-9399-ddc14eac32b4 · outbound

This paper cites Hybrid choice models: Progress and challenges,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Hybrid choice models: Progress and challenges,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:53.978427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.748881Z digest=sha256:cd29056f5866a54cdc5207ade1b12201e0d46ecac0c71440958b5f606c7a135d

Observation 9797319e-b462-4366-b30a-f4ca5db7098a · outbound

This paper cites Matching algorithm for im- proving ride-sharing by incorporating route splits and social factors,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Matching algorithm for im- proving ride-sharing by incorporating route splits and social factors,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:53.961529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.753413Z digest=sha256:ce5e01ab6e2adc78d4fa174b463fb6a05c5eb4fb8d47b4cea47acf116e696002

Observation c5c4086c-4db0-435c-9dce-642a508d3024 · outbound

This paper cites Mobility sharing as a preference matching problem,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Mobility sharing as a preference matching problem,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:53.946222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.758129Z digest=sha256:85094b2af02d3737c3bf5f54cfd5eeb9643b6178d471191068441146bd6fe38a

Observation 9929cd5b-e5f0-42b1-ae12-c9503e05d179 · outbound

This paper cites User pref- erences in ride-sharing mathematical models for enhanced matching,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems User pref- erences in ride-sharing mathematical models for enhanced matching,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:53.930959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.762641Z digest=sha256:a15c7be60cf90c1eefe66d5696e2028ca02264284f34f1cf81fa54551bef3050

Observation 6b65a40b-21e3-4a5d-a6a5-e4f1222243f4 · outbound

This paper cites Understanding and modeling the social preferences for riders in rideshare matching,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Understanding and modeling the social preferences for riders in rideshare matching,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:53.915033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.767391Z digest=sha256:fba456ef8c56c108d0cac889dd262643c2bc1bbdfac1f5e3671d74f7349b936d

Observation acd115b9-61d1-4568-8e02-d48f058e475a · outbound

This paper cites Stable matching of users in a ridesharing model,.

Maximal Compatibility Matching for Preference-Aware Ride-Hailing Systems Stable matching of users in a ridesharing model,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:51:53.899827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T00:51:53.771805Z digest=sha256:97fb71f83e5d8f3d6080b25f861a6bcc93423104e6504a09e40dc79374933b3e

Pith citing papers

No inbound Pith citation observations are available.