Sökning: "predicting journeys"

Hittade 2 uppsatser innehållade orden predicting journeys.

  1. 1. Geographically Weighted Regression based Investigation of Transport Policies for Increased Public Transport Ridership : A Case Study of Stockholm

    Master-uppsats, KTH/Transportplanering

    Författare :Robert Günther Klar; [2021]
    Nyckelord :Public transport competitiveness; Geographically weighted regression; Public transport usage rate; Feature selection; Predictive modelling; Smart card data; ollektivtrafikens konkurrenskraft; Geografiskt viktad regression; Public transport usage rate; förutsägande modellering; variabel val; Smart card data;

    Sammanfattning : Public transport plays a vital role in society as the economy, the degree of sustainability and the qualityof life of a city is directly affected by transportation. A shift in modal share towards public transport isassociated with many benefits such as increased air quality and improved space allocation within thecity. LÄS MER

  3. 2. Creating a model for providing personal travel recommendations : Predicting the destination from the commuter search history

    Kandidat-uppsats, Högskolan i Jönköping/JTH, Datateknik och informatik

    Författare :Gabriella Stenlund; Oskar Neuman; [2020]
    Nyckelord :Machine learning; collaborative filtering; predicting journeys; public transport; commuting; the commuter; recommendation system; data analysis; predictive statistics;

    Sammanfattning : Following the recent surge of implementations of various recommender systems, this study applied the technique of collaborative filtering to the area of commuting in the system of public transportation. This study processed and analyzed commuter search patterns collected from the travel planning mobile application MobiTime. LÄS MER