Sustainable self-organized ridesharing initiatives as learning opportunities

IoT and machine learning for enabling sustainable development goals

“…The first relates to modelling the occupancy of private vehicles and devising urban transformation interventions and policies to foster sustainable solutions such as ride-sharing (Diana and Ceccato, 2022). In this regard, (Tavory et al, 2023), identify dedicated lanes for HOV as an effective intervention to motivate ride-sharing given that it results in reduced journey time. DAS-enabled HOV/LOV detection offers a continuous, cost-effective, and privacy-preserving means to control the usage of HOV lanes and ensure an improved FIGURE 5 Distributed Acoustic Sensor system detecting acoustic events that may be generated by moving objects including vehicles, cyclists, and pedestrians.…”