Capturing travel entities to facilitate travel behaviour analysis: A case study on generating travel diaries from trajectories fused with accelerometer readings

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Prelipcean, Adrian Corneliu,1989-KTH,Geodesi och geoinformatik,Geoinformatics (author)

Capturing travel entities to facilitate travel behaviour analysis : A case study on generating travel diaries from trajectories fused with accelerometer readings

BookEnglish2016

Publisher, publication year, extent ...

Stockholm :KTH Royal Institute of Technology,2016
88 s.
electronicrdacarrier

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LIBRIS-ID:oai:DiVA.org:kth-187491
ISBN:9789175959580
https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-187491URI

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Language:English
Summary in:English

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SwePubSwePub

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Subject category:vet swepub-contenttype
Subject category:lic swepub-publicationtype

Series

TRITA-SOM,1653-6126 ;2016-05

Notes

QC 20160525
The increase in population, accompanied by an increase in the availability of travel opportunities have kindled the interest in understanding how people make use of the space around them and their opportunities. Understanding the travel behaviour of individuals and groups is difficult because of two main factors: the travel behaviour's wide coverage, which encompasses different research areas, all of which model different aspects of travel behaviour, and the difficulty of obtaining travel diaries from large groups of respondents, which is imperative for analysing travel behaviour and patterns.A travel diary allows an individual to describe how she performed her activities by specifying the destinations, purposes and travel modes occurring during a predefined period of time. Travel diaries are usually collected during a large-scale survey, but recent developments show that travel diaries have important drawbacks such as the collection bias and the decreasing response rate. This led to a surge of studies that try to complement or replace the traditional declaration-based travel diary collection with methods that extract travel diary specific information from trajectories and auxiliary datasets.With the automation of travel diary generation in sight, this thesis presents a suitable method for collecting data for travel diary automation (Paper I), a framework to compare multiple travel diary collection systems (Paper II), a set of relevant metrics for measuring the performance of travel mode segmentation methods (Paper III), and applies these concepts during different case studies (Paper IV).

Subject headings and genre

TEKNIK OCH TEKNOLOGIER Samhällsbyggnadsteknik Transportteknik och logistik hsv//swe
ENGINEERING AND TECHNOLOGY Civil Engineering Transport Systems and Logistics hsv//eng
NATURVETENSKAP Data- och informationsvetenskap Datavetenskap hsv//swe
NATURAL SCIENCES Computer and Information Sciences Computer Sciences hsv//eng
SAMHÄLLSVETENSKAP Social och ekonomisk geografi Kulturgeografi hsv//swe
SOCIAL SCIENCES Social and Economic Geography Human Geography hsv//eng
travel diary automation
trajectory segmentation
travel data collection
travel diary collection system evaluation and comparison
Geodesy and Geoinformatics
Geodesi och geoinformatik

Added entries (persons, corporate bodies, meetings, titles ...)

Susilo, Yusak OctaviusKTH,Systemanalys och ekonomi(Swepub:kth)u1s46cx3 (thesis advisor)
Gidofalvi, GyözöKTH,Geodesi och geoinformatik(Swepub:kth)u1i7z1sb (thesis advisor)
van der Spek, Stefan,Associate ProfessorTU Delft (opponent)
KTHGeodesi och geoinformatik (creator_code:org_t)

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