
Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: 116, P. 105890 - 105890
Published: Oct. 22, 2024
Language: Английский
Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: 116, P. 105890 - 105890
Published: Oct. 22, 2024
Language: Английский
ISPRS Journal of Photogrammetry and Remote Sensing, Journal Year: 2024, Volume and Issue: 215, P. 216 - 238
Published: July 16, 2024
Language: Английский
Citations
26Scientific Reports, Journal Year: 2024, Volume and Issue: 14(1)
Published: Sept. 3, 2024
Language: Английский
Citations
5Computers Environment and Urban Systems, Journal Year: 2025, Volume and Issue: 119, P. 102283 - 102283
Published: March 20, 2025
Language: Английский
Citations
0Published: Jan. 1, 2024
Language: Английский
Citations
1Published: Oct. 8, 2024
Urban navigation systems traditionally optimize for efficiency, thereby overlooking environmental factors and personal preferences. This paper introduces Routify, a novel multi-criteria recommender system personalized urban route selection. Routify advances the state-of-the-art in recommendation through: (1) integration of diverse data (air quality, noise levels, green spaces) with real-time IoT inputs; (2) dynamic weighting algorithm allowing fine-grained user control over routing parameters; (3) transparent decision-making via an interactive interface displaying edge-level information; (4) community-driven feedback mechanism that continuously refines recommendations. We have implemented as open-source platform, facilitating further research development. Experimental results from 1000 origin-destination pairs demonstrate significant improvements user-defined metrics (up to 32.98% increase index walking 16.91% reduction levels cycling) compared traditional systems. These come slight trade-offs distance, especially mode. Our contributes comprehensive framework recommendation, balancing individual preferences, factors, community insights navigation.
Language: Английский
Citations
0Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: 116, P. 105890 - 105890
Published: Oct. 22, 2024
Language: Английский
Citations
0