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Paper Citation Record · LEDGER

Human Behavior Simulation: Objectives, Methodologies, and Open Problems

As of 12 August 2026, this Paper Citation Record lists 100 of 242 outbound references and 1 inbound Pith citation observation for arXiv:2412.07788.

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

pith.paper-citation-record.v1
2412.07788 v1

Coverage vector

measured 100 of 242 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:32:34.588947Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T05:24:27.421521Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-27T05:30:36.023944Z

Reference resolution

100 of 242 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved99
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8949c2d1-e5fb-4ff1-b4b3-c7c8887d7122 · outbound

This paper cites Introduction to simulation.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Introduction to simulation

Reference 1

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Observation 6ee10ba0-bd91-4c60-a1a2-b34789d335e8 · outbound

This paper cites A guide to simulation.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems A guide to simulation

Reference 2

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Observation 4d763c30-ca03-4f3e-a9a2-0a1b7b1ed836 · outbound

This paper cites Molecular dynamics simulation for all.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Molecular dynamics simulation for all

Reference 3

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Observation 2636266f-a491-4eff-b563-8998857b6e0c · outbound

This paper cites Verification and validation in computational fluid dynamics.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Verification and validation in computational fluid dynamics

Reference 4

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Observation 08ccdf65-5eda-4e8d-b0f9-760ee3fdbbde · outbound

This paper cites Multi-scale modelling and simulation in systems biology.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Multi-scale modelling and simulation in systems biology

Reference 5

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Observation 54867418-4d1b-4159-8084-50d2078d21b3 · outbound

This paper cites Biomolecular simulation: a computational microscope for molecular biology.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Biomolecular simulation: a computational microscope for molecular biology

Reference 6

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Observation e9c3d8bb-8e28-4eee-ab58-dff5cb22a506 · outbound

This paper cites A review of physics simulators for robotic applications.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems A review of physics simulators for robotic applications

Reference 7

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Observation d9dc49fb-e885-4696-beb2-b0b8ea985083 · outbound

This paper cites The benefits of global high resolution for climate simulation: process understanding and the enabling of stakeholder decisions at the regional scale.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems The benefits of global high resolution for climate simulation: process understanding and the enabling of stakeholder decisions at the regional scale

Reference 8

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Observation a2a98449-d32f-44b0-8a78-2c1c0989c93a · outbound

This paper cites Skilful precipitation nowcasting using deep generative models of radar.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Skilful precipitation nowcasting using deep generative models of radar

Reference 9

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Observation 794e40fa-74b0-4251-bc19-c5c91504bf60 · outbound

This paper cites High-order computational fluid dynamics tools for aircraft design.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems High-order computational fluid dynamics tools for aircraft design

Reference 10

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Observation 614e2c9a-787a-418a-8482-faa79fc6c471 · outbound

This paper cites Molecular dynamics simulations and drug discovery.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Molecular dynamics simulations and drug discovery

Reference 11

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Observation 1e62d904-d1d2-4a5a-b626-1ec5462ab8ba · outbound

This paper cites Simulation-based decision support tool for early stages of zero-energy building design.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Simulation-based decision support tool for early stages of zero-energy building design

Reference 12

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Observation f4aca5f9-0de6-4e98-aee5-cff141709a4f · outbound

This paper cites The community earth system model: a framework for collaborative research.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems The community earth system model: a framework for collaborative research

Reference 13

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Observation 49ea8a2a-b5a4-4a29-bf33-b7877ce7841b · outbound

This paper cites an unresolved cited work.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Unresolved cited work

Reference 14

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Observation 7ed1452d-7c8f-4d25-9d06-7de058ba23cf · outbound

This paper cites Mastering the game of go without human knowledge.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Mastering the game of go without human knowledge

Reference 15

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Observation bfdeada5-88dc-4272-9d89-cf1b7a0ce339 · outbound

This paper cites A review on crowd simulation and modeling.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems A review on crowd simulation and modeling

Reference 16

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Observation c68af66b-382f-487b-a728-d1150d9a8356 · outbound

This paper cites Computational social science: Obstacles and opportunities.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Computational social science: Obstacles and opportunities

Reference 17

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Observation 83e97437-cfa0-4e5b-b81a-82f5d1998757 · outbound

This paper cites Ai for social good: unlocking the opportunity for positive impact.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Ai for social good: unlocking the opportunity for positive impact

Reference 18

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Observation 0a2bca70-173e-480e-81f4-23d07db860da · outbound

This paper cites Simulation Intelligence: Towards a New Generation of Scientific Methods.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Simulation Intelligence: Towards a New Generation of Scientific Methods

Reference 19

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Observation eb76ee59-4407-45bd-82d6-c7ccf5bd952e · outbound

This paper cites Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives

Reference 20

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Observation 0e2dcf72-ff93-4b76-822c-bebee9c72618 · outbound

This paper cites S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents

Reference 21

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Observation f98e66a4-6f3d-4366-8386-c244885664ef · outbound

This paper cites Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Reference 22

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Observation 45cddc86-d9eb-4b47-85aa-576b62c01278 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Generative agents: Interactive simulacra of human behavior

Reference 23

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Observation 52742e75-9406-420b-83fe-2bc1c069c67f · outbound

This paper cites Robotic navigation with large pre-trained models of language.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Robotic navigation with large pre-trained models of language

Reference 24

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Observation d57f4cc3-1c7c-4201-a107-663dd953350e · outbound

This paper cites Gnm: A general navigation model to drive any robot.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Gnm: A general navigation model to drive any robot

Reference 25

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Observation dce0cd90-809d-4a41-83f7-0679d933759b · outbound

This paper cites Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory

Reference 26

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Observation 9c3dbfa5-3ceb-4978-b9b8-7e25624ca698 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Reflexion: Language agents with verbal reinforcement learning

Reference 27

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Observation a8b8880f-4776-49ff-b796-11834f1980e1 · outbound

This paper cites Agent-based modeling in managerial science: an illustrative survey and study.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Agent-based modeling in managerial science: an illustrative survey and study

Reference 28

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Observation 470273a5-1ff6-466a-b23d-d99d04f80b28 · outbound

This paper cites Agent-based models in sociology.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Agent-based models in sociology

Reference 29

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Observation b5bfc3f8-e3cf-41c7-801c-841d21f3b149 · outbound

This paper cites Perspectives and relationships in supply chain simulation: A systematic literature review.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Perspectives and relationships in supply chain simulation: A systematic literature review

Reference 30

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Observation 3283c804-b651-4ce4-9987-4ebaa1f332fb · outbound

This paper cites Science and human behavior.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Science and human behavior

Reference 31

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Observation 2ab11f6d-d0b2-4e61-8e68-ece4004e9e0d · outbound

This paper cites What makes human cognition unique? from individual to shared to collective intentionality.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems What makes human cognition unique? from individual to shared to collective intentionality

Reference 32

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Observation 0f612a4c-2392-4786-9a61-aa52833b9f37 · outbound

This paper cites Clair, William J Sutherland, et al.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Clair, William J Sutherland, et al

Reference 33

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Observation ab9e4c41-21d9-40e9-9805-1be474b3c4f6 · outbound

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Human Behavior Simulation: Objectives, Methodologies, and Open Problems Work & human behavior

Reference 34

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Observation ad86c63f-d023-44bd-8a33-1d3c82cccee4 · outbound

This paper cites Roots of human sociality.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Roots of human sociality

Reference 35

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Observation f55a7489-215a-4110-a43d-375c422cc598 · outbound

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Human Behavior Simulation: Objectives, Methodologies, and Open Problems Human reasoning: The psychology of deduction

Reference 36

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Observation ec1c9a8b-de9f-4722-9fe4-07b3ea0b4c9f · outbound

This paper cites Emotion: A very short introduction.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Emotion: A very short introduction

Reference 37

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Observation 07314711-2ffa-495c-9b79-3e4c0efa39cd · outbound

This paper cites The artful mind: Cognitive science and the riddle of human creativity.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems The artful mind: Cognitive science and the riddle of human creativity

Reference 38

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Observation d2766904-8bf4-475a-a7a0-a327f08dd1d9 · outbound

This paper cites Faith and politics: The influence of religious beliefs on political participation.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Faith and politics: The influence of religious beliefs on political participation

Reference 39

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Observation c8fd1bd6-867a-49c7-9ddf-ca23e790f6d8 · outbound

This paper cites Personality and social behavior.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Personality and social behavior

Reference 40

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source=pdf_text observed=2026-08-12T12:32:34.348826Z digest=sha256:a978a30dfb3649e654bd7fcc01e6852f4f20dcb0158d8c290dc0a055931b1951

Observation 79c8c225-6686-4559-84bf-547aba6be6c0 · outbound

This paper cites Research handbook on behavioral law and economics.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Research handbook on behavioral law and economics

Reference 41

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Observation 3a705445-d74e-4186-858b-432902b73258 · outbound

This paper cites Unified theories of cognition.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Unified theories of cognition

Reference 42

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Observation d20ec019-677f-4f49-a815-db3c19c06ddf · outbound

This paper cites How does the heterogeneity of members affect the evolution of group opinions? Discrete Dynamics in Nature and Society, 2021, 2021.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems How does the heterogeneity of members affect the evolution of group opinions? Discrete Dynamics in Nature and Society, 2021, 2021

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source=pdf_text observed=2026-08-12T12:32:34.361092Z digest=sha256:c4b7447795cb2db64a19c5e1d0fb0e3f734227cef4615ebd0ac6005a9e865f51

Observation 9970b62f-fe87-4df4-98aa-6c5a6c3e08ef · outbound

This paper cites Hate speech epidemic.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Hate speech epidemic

Reference 44

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source=pdf_text observed=2026-08-12T12:32:34.364749Z digest=sha256:106c740a9c4b33e15e91c5bead5372fee4657c6d41acf095b2b99e775b4639be

Observation 84617b5c-e917-4145-9b01-57b9544404ad · outbound

This paper cites Cascades of emotional support in friendship networks and adolescent smoking.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Cascades of emotional support in friendship networks and adolescent smoking

Reference 45

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source=pdf_text observed=2026-08-12T12:32:34.368529Z digest=sha256:ceb49f141fee1cc2590c01acf902a680d445204e533ca17d49cbb11a63516fe7

Observation cc7093b0-81d0-4ef3-a7b3-b624ce3cfdf9 · outbound

This paper cites The diffusion of fear: Modeling community response to a terrorist strike.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems The diffusion of fear: Modeling community response to a terrorist strike

Reference 46

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source=pdf_text observed=2026-08-12T12:32:34.372578Z digest=sha256:bede5fa43ac1909cf3736b90eaacfc243fbf1470a075656aa00383377cd0078b

Observation e7d133c5-bd7b-4901-ac1a-b749442baf7e · outbound

This paper cites Spread of hate speech in online social media.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Spread of hate speech in online social media

Reference 47

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source=pdf_text observed=2026-08-12T12:32:34.376793Z digest=sha256:52c40c580ed8197b67083ce54ea8b28038390610c287a74f30fc4ab1abeda511

Observation 536535dc-3586-4dc4-88c9-107397b1bec0 · outbound

This paper cites Sequential dynamics of complex networks in mind: Consciousness and creativity.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Sequential dynamics of complex networks in mind: Consciousness and creativity

Reference 48

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source=pdf_text observed=2026-08-12T12:32:34.380740Z digest=sha256:bf1063c559c56463f8be87f6268cdd25283baece64c84cac9ee9993de7831c1e

Observation 451605c5-0ac2-4d24-aa80-579a3203ff48 · outbound

This paper cites Network hubs cease to be influential in the presence of low levels of advertising.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Network hubs cease to be influential in the presence of low levels of advertising

Reference 49

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source=pdf_text observed=2026-08-12T12:32:34.384553Z digest=sha256:96e8c1f9e20c2488a6abf9a5f1e8d97b043ecfdceca95ee1d7992e8516038b04

Observation 85ea7aae-3df6-479e-88af-e6bb3636d597 · outbound

This paper cites Detecting and modelling real percolation and phase transitions of information on social media.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Detecting and modelling real percolation and phase transitions of information on social media

Reference 50

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source=pdf_text observed=2026-08-12T12:32:34.389127Z digest=sha256:9171958e2c3e6ab428f0847adb7fba94751cb1599f51eacbd4236a5c8077a96a

Observation 54749521-d246-4a2a-b950-17a6bab630a7 · outbound

This paper cites Put your money where your mouth is: Dial, a dialogical model for opinion dynamics.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Put your money where your mouth is: Dial, a dialogical model for opinion dynamics

Reference 51

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source=pdf_text observed=2026-08-12T12:32:34.393053Z digest=sha256:319c4163669e4dbf7efee9c1bb3dafb0ca766779d16adcb474c472d8a2785a2f

Observation 397133ee-c41d-4ecd-90ab-57804a9e353d · outbound

This paper cites The echo chamber effect on social media.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems The echo chamber effect on social media

Reference 52

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source=pdf_text observed=2026-08-12T12:32:34.396743Z digest=sha256:44f83760394a02c997a041610206c407ec996e0ed0affd0515a7bb6b0a84d311

Observation 780dc1f9-ca08-4d6e-b716-95a91782efa2 · outbound

This paper cites Social force model for pedestrian dynamics.Physical Review E, 51(5):4282–4286, May 1995.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Social force model for pedestrian dynamics.Physical Review E, 51(5):4282–4286, May 1995

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source=pdf_text observed=2026-08-12T12:32:34.400526Z digest=sha256:74ffe2ed49614f0f9d62abe3e70d3873380120fb7e383f1e0279c74d7dcbc2d0

Observation ea022b10-310f-4d61-ab11-64f3cc4b8393 · outbound

This paper cites Revealing the hidden rules of bidirectional pedestrian flow based on an improved floor field cellular automata model.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Revealing the hidden rules of bidirectional pedestrian flow based on an improved floor field cellular automata model

Reference 54

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source=pdf_text observed=2026-08-12T12:32:34.404149Z digest=sha256:6a61cb028fa56fc061577339a408db444e49b49848f44bcd9ae5306451bb511c

Observation 8e188054-d16b-44a3-865a-3dc18f6e19e4 · outbound

This paper cites How simple rules determine pedestrian behavior and crowd disasters.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems How simple rules determine pedestrian behavior and crowd disasters

Reference 55

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source=pdf_text observed=2026-08-12T12:32:34.407832Z digest=sha256:6fa53e002a322ac911c07fee2ca121164f00c6b8cb3f9677c297095d3e3d7f8c

Observation 47b4ef3e-2f49-4b4c-b45b-9e60823a8872 · outbound

This paper cites A continuum theory for the flow of pedestrians.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems A continuum theory for the flow of pedestrians

Reference 56

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source=pdf_text observed=2026-08-12T12:32:34.411688Z digest=sha256:2b749f9a91893149d7317876fa6c0a3a11aeea4b8a6031ec10bf18d0c5af9d88

Observation 5a5e8319-4d0b-4999-b651-5d7ac24da812 · outbound

This paper cites On the modelling crowd dynamics from scaling to hyperbolic macroscopic models.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems On the modelling crowd dynamics from scaling to hyperbolic macroscopic models

Reference 57

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source=pdf_text observed=2026-08-12T12:32:34.415749Z digest=sha256:fd078f34166b2123c345119cedd27974c5a18c8731dd6a60f4981ab5947204a5

Observation 586c064d-6e2e-463a-9c58-e65a94f11a18 · outbound

This paper cites A higher-order macroscopic model for pedestrian flows.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems A higher-order macroscopic model for pedestrian flows

Reference 58

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source=pdf_text observed=2026-08-12T12:32:34.419685Z digest=sha256:0489612b57931b87cd9a2a50bb3136bda77eee9bb387ec9b7e044843f4ea8840

Observation 6631442e-2826-4b1a-917a-b85fe86636b1 · outbound

This paper cites A macroscopic crowd motion model of gradient flow type.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems A macroscopic crowd motion model of gradient flow type

Reference 59

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source=pdf_text observed=2026-08-12T12:32:34.424781Z digest=sha256:36bf65ab32c41fd1f27822face7707c298f69735c88b81111b2f4b1ce149e02e

Observation 84645ba0-2c72-4b50-ba27-f6f543b06251 · outbound

This paper cites Macroscopic modeling and simulations of room evacuation.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Macroscopic modeling and simulations of room evacuation

Reference 60

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source=pdf_text observed=2026-08-12T12:32:34.429415Z digest=sha256:ebaa158ab21e7b498e3d12133e8b9c58464fe48cd0ad0036c6177a0736e79fed

Observation 2b5f6c7a-7a92-48c3-9d67-beefb408450b · outbound

This paper cites Modelling and simulation of highly mixed traffic flow on two-lane two-way urban streets.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Modelling and simulation of highly mixed traffic flow on two-lane two-way urban streets

Reference 61

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source=pdf_text observed=2026-08-12T12:32:34.433448Z digest=sha256:cb595a6d3422753c78a7a36460383e83bf0c42c11950bd606deae8ff9c9288c8

Observation b5124265-e4a3-45c9-9d21-df4e826ea930 · outbound

This paper cites A modified social force model for high-density through bicycle flow at mixed-traffic intersections.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems A modified social force model for high-density through bicycle flow at mixed-traffic intersections

Reference 62

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source=pdf_text observed=2026-08-12T12:32:34.437752Z digest=sha256:ae4c801aa96850529995abc6c28c4ba7421c27c64295c3ac76af26cf7807f301

Observation fb9fa340-a52a-4142-973e-97ce5854cf75 · outbound

This paper cites Modeling and simulation of overtaking events by heterogeneous non-motorized vehicles on shared roadway segments.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Modeling and simulation of overtaking events by heterogeneous non-motorized vehicles on shared roadway segments

Reference 63

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source=pdf_text observed=2026-08-12T12:32:34.442043Z digest=sha256:1ef55c4898f15a595a9ad68239320af0e511f135eba04f5052948073f4d9679c

Observation 847baf92-48f9-4789-a3a6-fe3af79147fa · outbound

This paper cites Moha: A multi-mode hybrid automaton model for learning car-following behaviors.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Moha: A multi-mode hybrid automaton model for learning car-following behaviors

Reference 64

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source=pdf_text observed=2026-08-12T12:32:34.446490Z digest=sha256:5057476f971522b9770d112bcbb7dc55def1eea50295db6f68ae3de91ce6fa42

Observation cfa44071-d8d7-468f-8fed-a3955fb64733 · outbound

This paper cites Risk field model of driving and its application in modeling car-following behavior.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Risk field model of driving and its application in modeling car-following behavior

Reference 65

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source=pdf_text observed=2026-08-12T12:32:34.450557Z digest=sha256:da96e484f99b7857c064a22b82e21ad7efefe20e01b7bbbba41541221b990b81

Observation b31eac79-773d-4978-80fe-3c4a54fe43bc · outbound

This paper cites Development of an asymmetric car-following model and simulation validation.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Development of an asymmetric car-following model and simulation validation

Reference 66

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source=pdf_text observed=2026-08-12T12:32:34.454629Z digest=sha256:c118dc44dab40bf0dcc6a0557246e1ea7eaf38d5fa6337dd3ba85a2919186042

Observation 08b14a41-2557-4507-9d53-c9af879e8233 · outbound

This paper cites Roop, Avinash Malik, and Prakash Ranjitkar.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Roop, Avinash Malik, and Prakash Ranjitkar

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source=pdf_text observed=2026-08-12T12:32:34.458341Z digest=sha256:feb72da7e70ab531437eceda23289a1a8741cde9497c30d7043f600056b8be65

Observation 4107492a-a4a2-410e-a7ff-b9387599fea8 · outbound

This paper cites Mecklenbräuker, and Gerald Ostermayer.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Mecklenbräuker, and Gerald Ostermayer

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source=pdf_text observed=2026-08-12T12:32:34.461913Z digest=sha256:e9888640092c5da5245e8bdecca437c6d6eaaa145ca6f4eb12231ee93e083367

Observation b1896e6a-1cce-4e78-aca6-ff85d727672c · outbound

This paper cites A novel asymmetric car following model for driver- assist enabled vehicle dynamics.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems A novel asymmetric car following model for driver- assist enabled vehicle dynamics

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source=pdf_text observed=2026-08-12T12:32:34.465794Z digest=sha256:e71719c9efa312b9b831c6802bf3a81c33d34139e110b1d2b12884e340a4aff3

Observation 7e000dd3-f9a2-4950-b26c-312f49c57d7f · outbound

This paper cites Risk representation, perception, and propensity in an integrated human lane-change decision model.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Risk representation, perception, and propensity in an integrated human lane-change decision model

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source=pdf_text observed=2026-08-12T12:32:34.469827Z digest=sha256:d6943276ef83776c98dcb36abb4b60dcf16f46573ef5b34ea9db2a3e94cfae3f

Observation 73236a6b-ead9-45a2-9829-5f128c7aefa5 · outbound

This paper cites an unresolved cited work.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Unresolved cited work

Reference 71

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source=pdf_text observed=2026-08-12T12:32:34.474427Z digest=sha256:5766b1d3aba00748a566285979a61db34aa7d28801e057ea774a6fb6f473a86f

Observation af86cee9-d993-4a35-819a-f646854ea80e · outbound

This paper cites González.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems González

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source=pdf_text observed=2026-08-12T12:32:34.478872Z digest=sha256:5c56cca2a6b9fbf5e909bb7422b58fadf648770320673d5dc383cbd7ea12424f

Observation 94f3b9eb-e1c9-46bf-a235-9c25306dd869 · outbound

This paper cites Insights into population behavior during the COVID-19 pandemic from cell phone mobility data and manifold learning.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Insights into population behavior during the COVID-19 pandemic from cell phone mobility data and manifold learning

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source=pdf_text observed=2026-08-12T12:32:34.482561Z digest=sha256:8e5eeef62e6e84b27993a3c8a170e0943fb93152c93896fee66e167924bcc01e

Observation 0d38b025-7fdd-4e8a-93b7-75327c3434b6 · outbound

This paper cites Ferreira, Bruno Astuto A.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Ferreira, Bruno Astuto A

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source=pdf_text observed=2026-08-12T12:32:34.486492Z digest=sha256:0603e3dc46fd8608e118ee7bea2099d7a4572f10db6d840b97333d7cb15c4e94

Observation f2ba970c-64a4-4f77-8493-3b57023a6c73 · outbound

This paper cites Gorelick.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Gorelick

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source=pdf_text observed=2026-08-12T12:32:34.491233Z digest=sha256:4f185cc1a66b8eed18edc81504a9177ca03bc0022c2ea450810230ddea9a9fba

Observation 4c75a771-f561-4768-a41b-1fd920b6d661 · outbound

This paper cites Estimating city-level energy consumption of residential buildings: A life-cycle dynamic simulation model.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Estimating city-level energy consumption of residential buildings: A life-cycle dynamic simulation model

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source=pdf_text observed=2026-08-12T12:32:34.495714Z digest=sha256:519678deb2f277787ea880073f777d39615d69eb7d6dadb6cb479dbf3867946b

Observation edc16c77-d3f1-48ee-a523-7707af657d76 · outbound

This paper cites Emergence of scaling in random networks.science, 286(5439):509–512, 1999.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Emergence of scaling in random networks.science, 286(5439):509–512, 1999

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source=pdf_text observed=2026-08-12T12:32:34.499800Z digest=sha256:6087d4838a70bcf822b5bb4059470dd4e1464b8ec90d112bb7238bb357e56596

Observation 29a7d76c-be4b-48a4-867a-c98f55220053 · outbound

This paper cites Cumulative effects of triadic closure and homophily in social networks.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Cumulative effects of triadic closure and homophily in social networks

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source=pdf_text observed=2026-08-12T12:32:34.503873Z digest=sha256:ff814eb81e69158eb83c46be71832d7206a891dbc773299132ce694efb580807

Observation 7195bcca-ed0c-4b4c-baaf-0f890fbb1d72 · outbound

This paper cites Triadic closure as a basic generating mechanism of communities in complex networks.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Triadic closure as a basic generating mechanism of communities in complex networks

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Observation 9201086e-aef4-47eb-8294-8e1a00c396db · outbound

This paper cites Dynamic models of segregation.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Dynamic models of segregation

Reference 80

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Observation 3441e489-fc7f-4520-adb2-31543c7226b3 · outbound

This paper cites Role of’vision’in neighbourhood racial segregation: a variant of the schelling segregation model.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Role of’vision’in neighbourhood racial segregation: a variant of the schelling segregation model

Reference 81

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Observation d169b29a-164a-4b8a-82ee-93b377727aef · outbound

This paper cites Residential segregation in an all-integrationist world.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Residential segregation in an all-integrationist world

Reference 82

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source=pdf_text observed=2026-08-12T12:32:34.518644Z digest=sha256:7baa2316d5624960fed5f979ea63b0c13d1f534823a5489fa4151b3f141cf051

Observation ad935ac1-39f3-4719-b2ea-718b63e7c510 · outbound

This paper cites The role of social structure in the maintenance of cooperative regimes.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems The role of social structure in the maintenance of cooperative regimes

Reference 83

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Observation 12507afc-63e8-457a-b9d6-47ad57edbb5b · outbound

This paper cites Tit for tat in heterogeneous populations.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Tit for tat in heterogeneous populations

Reference 84

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source=pdf_text observed=2026-08-12T12:32:34.525916Z digest=sha256:59adf1af3c9a04cca30a9c35e13fb59a90113fe7e862f0437df28b8e79434a94

Observation 51d9c9dc-74e1-4431-87cc-054a3c95d04f · outbound

This paper cites Why bother with what others tell you? an experimental data-driven agent-based model.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Why bother with what others tell you? an experimental data-driven agent-based model

Reference 85

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source=pdf_text observed=2026-08-12T12:32:34.529879Z digest=sha256:d35a03c7077d0a5ffa6c863fea9b54ee8aa18dcb5c02d9830040484898e90811

Observation 00badd3b-10a3-4a8a-8198-5f9e80fa5a13 · outbound

This paper cites Reputation in artificial societies: Social beliefs for social order, volume 6.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Reputation in artificial societies: Social beliefs for social order, volume 6

Reference 86

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source=pdf_text observed=2026-08-12T12:32:34.533514Z digest=sha256:5a285351da19d9832a8dc2dc238d2a4f256ef652b5bf4c85b2eabe8888def96b

Observation a5a1eb8f-bfa4-4858-a128-625cb300fe4a · outbound

This paper cites Strong reciprocity and human sociality.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Strong reciprocity and human sociality

Reference 87

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Observation 4eae5616-ee04-4fe1-b440-05cd486060e5 · outbound

This paper cites The evolution of strong reciprocity: cooperation in heterogeneous populations.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems The evolution of strong reciprocity: cooperation in heterogeneous populations

Reference 88

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source=pdf_text observed=2026-08-12T12:32:34.541054Z digest=sha256:da45ea18b9ab5bb681d5d984fe5f60810ed8276e2be0a6dbf7157d88426a884a

Observation 798da58e-9285-4f51-8414-932b43769ec3 · outbound

This paper cites The evolution of trust and cooperation between strangers: A computational model.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems The evolution of trust and cooperation between strangers: A computational model

Reference 89

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source=pdf_text observed=2026-08-12T12:32:34.545356Z digest=sha256:c09dcde18f3ad10111cd42d041aa10e1bc1eda721b92bcb205309f2331638df5

Observation 3fc32759-041c-4f1a-8494-e585b607610e · outbound

This paper cites Trust and partner selection in social networks: An experimentally grounded model.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Trust and partner selection in social networks: An experimentally grounded model

Reference 90

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source=pdf_text observed=2026-08-12T12:32:34.549608Z digest=sha256:36e107c57a4d29d5005a8cc1945db79f647669b0d44d55647f9bc812ddb85893

Observation 3286493b-aba3-49d6-9abc-a699af1fb5d1 · outbound

This paper cites Co-evolution of behaviour and social network structure promotes human cooperation.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Co-evolution of behaviour and social network structure promotes human cooperation

Reference 91

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source=pdf_text observed=2026-08-12T12:32:34.553621Z digest=sha256:b662f9a2a1a40982439b8733ce894b1b82a6e55e2b03323a8c6fc62da5029d3b

Observation 0149d641-dad5-467a-bcb2-07f229bbbdcf · outbound

This paper cites Allocative efficiency of markets with zero-intelligence traders: Market as a partial substitute for individual rationality.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Allocative efficiency of markets with zero-intelligence traders: Market as a partial substitute for individual rationality

Reference 92

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source=pdf_text observed=2026-08-12T12:32:34.557329Z digest=sha256:32745d7ad361d424e7b760b6b7d5cd72237b61800b626d32263375f6da2fbc13

Observation 8125d896-ff61-438d-91c3-251e73b3b0c1 · outbound

This paper cites Artificial economic life: a simple model of a stockmarket.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Artificial economic life: a simple model of a stockmarket

Reference 93

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source=pdf_text observed=2026-08-12T12:32:34.561047Z digest=sha256:07dc077cd501326638a8e3e7f71a4864029ca80731dd0a9f250ce5997070bcac

Observation 477f1287-a6f2-48b2-8f6e-a7cf3c99dba0 · outbound

This paper cites Less than human: Simple adaptive trading agents for cda markets.IFAC Proceedings Volumes, 31(16):117–122, 1998.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Less than human: Simple adaptive trading agents for cda markets.IFAC Proceedings Volumes, 31(16):117–122, 1998

Reference 94

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source=pdf_text observed=2026-08-12T12:32:34.564556Z digest=sha256:a410847873cc10099f42c7c53fb5e0af1d6a851762e7b2bd99f03ed5c434e473

Observation 8a7f2189-d71f-404a-8a11-3f779f30b2c4 · outbound

This paper cites Decentralized, dispersed exchange without an auctioneer: A simulation study.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Decentralized, dispersed exchange without an auctioneer: A simulation study

Reference 95

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source=pdf_text observed=2026-08-12T12:32:34.568198Z digest=sha256:76a43f3ce9bfe40d8de509916b067c2125e5d0311de648f02e73227efbf97406

Observation 04d1bbec-90a3-418c-b22f-9f6399204288 · outbound

This paper cites The economy needs agent-based modelling.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems The economy needs agent-based modelling

Reference 96

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source=pdf_text observed=2026-08-12T12:32:34.572367Z digest=sha256:c9d99e9e747c8788a182da98e5f88ec006ba1faf9ca2668e701769e4febdec06

Observation 903e727d-d4a5-46ff-832a-c5e31a3b346d · outbound

This paper cites Abides: Towards high-fidelity multi-agent market simulation.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Abides: Towards high-fidelity multi-agent market simulation

Reference 97

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source=pdf_text observed=2026-08-12T12:32:34.576103Z digest=sha256:5e37d31335e4c231f46d4a4400b0f208711271da4e2ab37dcd3939d1d4cb0a7c

Observation 7849f364-77de-41f0-bb1a-6816570510c2 · outbound

This paper cites Multi-agent reinforcement learning in a realistic limit order book market simulation.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems Multi-agent reinforcement learning in a realistic limit order book market simulation

Reference 98

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source=pdf_text observed=2026-08-12T12:32:34.580608Z digest=sha256:ad589f6452ec8b4a687601ded58fce8aa3018c4004cdfb66a9444a7e3943148f

Observation 4c7a89c1-cd56-474d-aeb0-0e95681bac54 · outbound

This paper cites CTMSTOU driven markets: simulated environment for regime-awareness in trading policies.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems CTMSTOU driven markets: simulated environment for regime-awareness in trading policies

Reference 99

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T12:32:34.584846Z digest=sha256:c3e96f5c61e839df2d36f3654b2fb5b0261d2d45ea94dd5e7bd108fa4ccbe686

Observation eb70640a-7ef0-4a84-8121-2ef79804b10b · outbound

This paper cites On simulating the propagation and countermeasures of hate speech in social networks.

Human Behavior Simulation: Objectives, Methodologies, and Open Problems On simulating the propagation and countermeasures of hate speech in social networks

Reference 100

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Pith citing papers

Observation 90d8bf44-bb4e-415e-b443-12964a2b0db1 · inbound

MIDSim: Simulating Multi-Channel Information Diffusion in Social Media with LLM-Powered Multi-Agent System cites this paper.

MIDSim: Simulating Multi-Channel Information Diffusion in Social Media with LLM-Powered Multi-Agent System Human Behavior Simulation: Objectives, Methodologies, and Open Problems

Reference 14

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source=pdf_text observed=2026-06-27T05:24:27.421521Z digest=sha256:441d9bf0370f3fb654554f3badc418a5b8ca8224e7f45c334d2c89c247236ed1