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Scenic routing navigation using property valuation.

Naphtali Rishe1, M Hadi Amini1, Malek Adjouadi2

  • 1Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, FL USA.

Journal of Big Data
|May 9, 2023
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Summary
This summary is machine-generated.

This study introduces a new routing method that considers scenic quality alongside travel time and cost. It uniquely uses property valuation data to weigh street segments for visually attractive routes.

Keywords:
NavigationProperty valuationRoutingScenic routing

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Area of Science:

  • Urban Planning
  • Computer Science
  • Geographic Information Systems

Background:

  • Traditional routing algorithms optimize for travel duration, cost, or distance.
  • Existing methods do not typically incorporate qualitative aspects like scenic beauty.
  • User preferences for aesthetically pleasing routes are not well-addressed in current systems.

Purpose of the Study:

  • To develop a novel method for quantifying scenic-architectural quality of urban paths.
  • To integrate scenic quality as a weighting factor into existing routing algorithms.
  • To provide routing suggestions tailored to user preferences for visually attractive environments.

Main Methods:

  • Constructing a graph of street segments with weighted values.
  • Applying a weighted shortest path algorithm.
  • Quantifying scenic quality using property valuation data to assign weights to street segments.
  • Augmenting standard routing by incorporating scenic quality alongside time and cost.

Main Results:

  • A new routing approach that balances efficiency with aesthetic preferences.
  • Demonstrated ability to tailor routes based on scenic-architectural considerations.
  • Successful integration of property valuation data for weighting scenic interest.

Conclusions:

  • The proposed method enhances routing by incorporating subjective scenic preferences.
  • This approach offers a more personalized and enjoyable travel experience.
  • Property valuation data provides a unique and effective proxy for scenic quality in urban routing.