What question did this study set out to answer?

To establish a systematic research framework using multi-source data and intelligent analytics to model tourist behavioral patterns, emotional preferences, and decision mechanisms for destination optimization.

August 16, 2026Advanced ElectromagneticsOpen Access

High-Quality Development Path for Tourism Economy: Tourist Behavior Mining and Destination Marketing Optimization Driven by Intelligent Analytics Technology

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To establish a systematic research framework using multi-source data and intelligent analytics to model tourist behavioral patterns, emotional preferences, and decision mechanisms for destination optimization.
Integrated multi-source data streams, including mobile communication logs, wireless sensing records, online behavioral metrics, and destination service datasets.
Employed artificial intelligence tools including deep learning, natural language processing, and clustering algorithms to evaluate tourist decision-making and psychology.
Demonstrated analytical pathways for translating tourist behavior insights into individualized marketing strategies, including personalized recommendations, dynamic pricing, and visitor flow management.
Established a data-driven governance paradigm to support value co-creation, product innovation, and structural economic improvements across tourism destinations.

Authors

LPL. PengNanjing Institute of Railway Technology ZCZ. J. ChenNanjing Institute of Industry Technology

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Implication

Methodological framework demonstrates data-driven behavior mining in tourism management, suggesting improved destination marketing and resource allocation.

Cite This Study

Peng et al. (2026) studied this question.

synapsesocial.com/papers/6a817a33f2fb91fc834ade05 https://doi.org/10.7716/aem.v15i3.3336

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Implication

Methodological framework demonstrates data-driven behavior mining in tourism management, suggesting improved destination marketing and resource allocation.

High-Quality Development Path for Tourism Economy: Tourist Behavior Mining and Destination Marketing Optimization Driven by Intelligent Analytics Technology

Key Points

Discussion

Implication

Cite This Study

High-Quality Development Path for Tourism Economy: Tourist Behavior Mining and Destination Marketing Optimization Driven by Intelligent Analytics Technology

Key Points

Discussion

Implication

Cite This Study

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