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March 17, 2025Mobile and ForensicsOpen Access

K-Nearest Neighbors for Fast and Accurate Qibla Direction Determination

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Authors

GWGirindra Sulistiyo WardoyoAAAhmad Azhari

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Overview

Recommendation system improves Qibla direction accuracy by 78.57% in prayer locations, suggesting efficient guidance for users.

Key Points

  • The proposed K-NN system accurately determines Qibla direction with an accuracy of 78.57%, streamlining the process for users.
  • Using Google Maps API, the system calculates geographic coordinates and employs Euclidean distance for Qibla azimuth.
  • Performance testing through Black Box methodology confirmed functionality, with usability rated at 76.33 on the System Usability Scale.
  • This automated solution reduces reliance on specialized teams, making finding Qibla direction faster and more accessible.

Cite This Study

Wardoyo et al. (2025) studied this question.

synapsesocial.com/papers/68af55ccad7bf08b1eadc187https://doi.org/10.12928/mf.v7i1.12781
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