Research graph
References from From narrative to action: A hierarchical cognitive large language model agent framework for interpretable and adaptive human mobility behavior generation. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2023 · External reference
Hybrid intelligence systems as ontological mirrors of human cognition
10.1007/s43681-026-01032-3 · 2026 · External reference
Unresolved reference
2025 · External reference
ALBATROSS: Multiagent, rule-based model of activity pattern decisions
10.3141/1706-16 · 2000 · External reference
SimMobility short-term: An integrated microscopic mobility simulator
10.3141/2622-02 · 2017 · External reference
Agent-based models in urban transportation: Review, challenges, and opportunities
10.1186/s12544-023-00590-5 · 2023 · External reference
Generating synthetic mobility data for a realistic population with rnns to improve utility and privacy
2022 · External reference
Comprehensive econometric microsimulator for daily activity-travel patterns
10.3141/1894-07 · 2004 · External reference
Urban analytics: History, trajectory and critique
2022 · External reference
Activity-based disaggregate travel demand model system with activity schedules
2001 · External reference
Trajectory generation: a survey on methods and techniques
2025 · External reference
Synthesis of first practices and operational research approaches in activity-based travel demand modeling
2007 · External reference
Agent based social simulation: A computer science view
2002 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2025 · External reference
Unresolved reference
2024 · External reference
Deepmove: Predicting human mobility with attentional recurrent networks
2018 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2017 · External reference
ChatGPT outperforms crowd workers for text-annotation tasks
10.1073/pnas.2305016120 · 2023 · External reference
Unresolved reference
2024 · External reference
What about people in regional science
1970 · External reference
Unresolved reference
2024 · External reference
Variational embedding of a hidden Markov model to generate human activity sequences
10.1016/j.trc.2021.103347 · 2021 · External reference
Trajllm: A modular llm-enhanced agent-based framework for realistic human trajectory simulation
2025 · External reference
Directions in hybrid intelligence: Complementing AI systems with human intelligence
2016 · External reference
Generative models for synthetic urban mobility data: A systematic literature review
10.1145/3610224 · 2023 · External reference
Mobility trajectory generation: a survey
10.1007/s10462-023-10598-x · 2023 · External reference
Traffic simulation with SUMO–simulation of urban mobility
2010 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2024 · External reference
Geo-llama: Leveraging LLMs for human mobility trajectory generation with constraints
2025 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2025 · External reference
Generative agents for urban mobility: A cognitive framework for realistic travel behavior simulation
2025 · External reference
Predicting the next location: A recurrent model with spatial and temporal contexts
2016 · External reference
Approaching the limit of predictability in human mobility
10.1038/srep02923 · 2013 · External reference
A survey on deep learning for human mobility
10.1145/3485125 · 2021 · External reference
Generating mobility networks with generative adversarial networks
10.1140/epjds/s13688-022-00372-4 · 2022 · External reference
Synthetic trajectory generation through convolutional neural networks
2024 · External reference
Modelling accessibility using space-time prism concepts within geographical information systems
10.1080/02693799108927856 · 1991 · External reference
The current state of activity-based travel demand modelling and some possible next steps
10.1080/01441647.2023.2198458 · 2023 · External reference
An alliance of humans and machines for machine learning: Hybrid intelligent systems and their design principles
10.1016/j.techsoc.2021.101647 · 2021 · External reference
Returners and explorers dichotomy in human mobility
10.1038/ncomms9166 · 2015 · External reference
Generative agents: Interactive simulacra of human behavior
2023 · External reference
Fostering effective hybrid human-LLM reasoning and decision making
10.3389/frai.2024.1464690 · 2025 · External reference
Unresolved reference
2025 · External reference
Ontology in hybrid intelligence: A concise literature review
10.3390/fi16080268 · 2024 · External reference
BDI agents: From theory to practice.
1995 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2023 · External reference
Modelling the scaling properties of human mobility
10.1038/nphys1760 · 2010 · External reference
Limits of predictability in human mobility
10.1126/science.1177170 · 2010 · External reference
Security and privacy of smart cities: a survey, research issues and challenges
10.1109/comst.2018.2867288 · 2018 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2023 · External reference
Learning to generate synthetic human mobility data: A physics-regularized Gaussian process approach based on multiple kernel learning
10.1016/j.trb.2024.103064 · 2024 · External reference
The eu general data protection regulation (gdpr)
2017 · External reference
Unresolved reference
2016 · External reference
Agentic large language models for day-to-day route choices
10.1016/j.trc.2025.105307 · 2025 · External reference
Unresolved reference
2025 · External reference
Modelling inter-activity duration to capture weekly activity-travel dynamics: instilling inherent dynamics within daily travel demand models
2025 · External reference
Large language models as urban residents: An llm agent framework for personal mobility generation
10.52202/079017-3957 · 2024 · External reference
Generating and understanding human daily activity sequences using time-varying Markov chain models
2024 · External reference
Unresolved reference
2023 · External reference
Trajsgan: A semantic-guiding adversarial network for urban trajectory generation
10.1109/tcss.2023.3235923 · 2023 · External reference
Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics
10.1140/epjds/s13688-023-00390-w · 2023 · External reference
Tree of thoughts: Deliberate problem solving with large language models
2023 · External reference
ReAct: Synergizing reasoning and acting in language models
2023 · External reference
Unresolved reference
2023 · External reference
MAM: Modular multi-agent framework for multi-modal medical diagnosis via role-specialized collaboration
2025 · External reference
Mobility trajectory generation: a survey
10.1007/s10462-023-10598-x · ExternalCitation · doi-reference
Hybrid intelligence systems as ontological mirrors of human cognition
10.1007/s43681-026-01032-3 · ExternalCitation · doi-reference
An alliance of humans and machines for machine learning: Hybrid intelligent systems and their design principles
10.1016/j.techsoc.2021.101647 · ExternalCitation · doi-reference
Learning to generate synthetic human mobility data: A physics-regularized Gaussian process approach based on multiple kernel learning
10.1016/j.trb.2024.103064 · ExternalCitation · doi-reference
Variational embedding of a hidden Markov model to generate human activity sequences
10.1016/j.trc.2021.103347 · ExternalCitation · doi-reference
Agentic large language models for day-to-day route choices
10.1016/j.trc.2025.105307 · ExternalCitation · doi-reference
Returners and explorers dichotomy in human mobility
10.1038/ncomms9166 · ExternalCitation · doi-reference
Modelling the scaling properties of human mobility
10.1038/nphys1760 · ExternalCitation · doi-reference
Approaching the limit of predictability in human mobility
10.1038/srep02923 · ExternalCitation · doi-reference
ChatGPT outperforms crowd workers for text-annotation tasks
10.1073/pnas.2305016120 · ExternalCitation · doi-reference
The current state of activity-based travel demand modelling and some possible next steps
10.1080/01441647.2023.2198458 · ExternalCitation · doi-reference
Modelling accessibility using space-time prism concepts within geographical information systems
10.1080/02693799108927856 · ExternalCitation · doi-reference
Security and privacy of smart cities: a survey, research issues and challenges
10.1109/comst.2018.2867288 · ExternalCitation · doi-reference
Trajsgan: A semantic-guiding adversarial network for urban trajectory generation
10.1109/tcss.2023.3235923 · ExternalCitation · doi-reference
Limits of predictability in human mobility
10.1126/science.1177170 · ExternalCitation · doi-reference
Generating mobility networks with generative adversarial networks
10.1140/epjds/s13688-022-00372-4 · ExternalCitation · doi-reference
Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics
10.1140/epjds/s13688-023-00390-w · ExternalCitation · doi-reference
A survey on deep learning for human mobility
10.1145/3485125 · ExternalCitation · doi-reference
Generative models for synthetic urban mobility data: A systematic literature review
10.1145/3610224 · ExternalCitation · doi-reference
Agent-based models in urban transportation: Review, challenges, and opportunities
10.1186/s12544-023-00590-5 · ExternalCitation · doi-reference
ALBATROSS: Multiagent, rule-based model of activity pattern decisions
10.3141/1706-16 · ExternalCitation · doi-reference
Comprehensive econometric microsimulator for daily activity-travel patterns
10.3141/1894-07 · ExternalCitation · doi-reference
SimMobility short-term: An integrated microscopic mobility simulator
10.3141/2622-02 · ExternalCitation · doi-reference
Fostering effective hybrid human-LLM reasoning and decision making
10.3389/frai.2024.1464690 · ExternalCitation · doi-reference
Ontology in hybrid intelligence: A concise literature review
10.3390/fi16080268 · ExternalCitation · doi-reference
Large language models as urban residents: An llm agent framework for personal mobility generation
10.52202/079017-3957 · ExternalCitation · doi-reference
