add state of the art references (see #3)
Clemens Klug
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a68d156595
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\begin{itemize}
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\item Sensing Human Activity: GPS Tracking \cite{van_der_Spek_2009} %/home/agp8x/Downloads/sensors-09-03033.pdf
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\\\begin{itemize}
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\item 2009
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\item evaluate the sensory qualities that GPS technology offers for researching measures of urban quality
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\item value of GPS as a sensor technology in urban studies
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\end{itemize}
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\item Exploring Patterns of Movement Suspension in Pedestrian Mobility \cite{GEAN:GEAN818} %/home/agp8x/Downloads/Exploring_patterns_of_movement_suspension_in_pedestrian_mobility.pdf
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\\\begin{itemize}
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\item 2011
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\item explore patterns of movement suspension
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\item classify the movement vectors and identify the location of movement suspension patterns
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\item The results have shown that most of the detected patterns formed spatial clusters located around places that represent some attraction in the context in which the pedestrians were moving. For the players in the urban mobile game, suspension patterns were located at the checkpoints and a-priori known locations of gaming events.
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\end{itemize}
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\item Using location-based tracking data to analyze the movements of city tourists \cite{Modsching:2008:1098-3058:31} %/home/agp8x/Downloads/fulltext.pdf
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\\\begin{itemize}
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\item 2008
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\item spatial distribution of visitors in various areas is visualized and analyzed
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\item distribution of walking speeds, areas of slowdown are identified and subsequently clustered into activity areas
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\end{itemize}
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\item GPS in Pedestrian and Spatial Behaviour Surveys \cite{nielsen2004gps} %/home/agp8x/Downloads/TSN_HHH_Cities_for_people_2004.pdf
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\\\begin{itemize}
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\item 2004
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\item possibilities in spatial behaviour and pedestrian-surveys with GPS and electronic questionnaires
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\end{itemize}
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\item Monitoring pedestrian spatio-temporal behaviour \cite{millonig2007monitoring} %/home/agp8x/Downloads/paper03millonig.pdf
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\\\begin{itemize}
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\item 2007
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\item observation and interpretation of pedestrian walking patterns and route decision behaviour
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\end{itemize}
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\item Analysis of Tourist Behavior Based on Tracking Data Collected by GPS \cite{tourist_analysis2012} %…
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\\\begin{itemize}
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\item 2012
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\item a user-friendly system that integrates the tracking of visitor spatial activity, the elaboration of such data according to structured formats, and their visualization through a webbased viewer
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\item design and validation of this comprehensive methodology, and the early results from a test application
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\end{itemize}
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\item … %…
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\\\begin{itemize}
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\item …
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\item …
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\end{itemize}
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\end{itemize}
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\section{Metriken sammeln}
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\begin{itemize}
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\item Geogames: Designing Location-Based Games from Classic Board Games\cite{1705427}
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\\\begin{itemize}
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\item …
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\end{itemize}
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\item … \cite{heinz2015agent}
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\\\begin{itemize}
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\item …
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\end{itemize}
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\item … \cite{schlieder2005geogames}
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\\\begin{itemize}
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\item …
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\end{itemize}
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\item locomotion-action %TODO citation Reducing Location Overhead in Educational Geogames
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\\\begin{itemize}
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\item …
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\end{itemize}
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\end{itemize}
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\section{umgang mit trajektorien}
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\begin{itemize}
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\item Computing with Spatial Trajectories \cite{zheng2011computing}
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\\\begin{itemize}
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\item 2011
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\item … (collection)
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\end{itemize}
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\item Trajectory Data Mining: An Overview \cite{Zheng_2015}
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\\\begin{itemize}
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\item 2015
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\item systematic survey on the major research into trajectory data mining
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\item methods that transform trajectories into other data formats, such as graphs, matrices, and tensors
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\end{itemize}
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\item Efficient Motif Discovery in Spatial Trajectories Using Discrete Fréchet Distance \cite{tang_motif}
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\\\begin{itemize}
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\item 2017
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\item The discrete Fréchet distance (DFD) captures perceptual and geographical similarity between discrete trajectories
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\end{itemize}
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\item Mining individual behavior pattern based on significant locations and spatial trajectories \cite{Chen_2012}
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\\\begin{itemize}
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\item 2012
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\item BP-Mine framework, which consists of three phases, that is, location extraction, trajectory modeling and behavior pattern mining
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\item Raw WiFi RSS readings and accelerometer sensor data
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\end{itemize}
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\item Machine Learning and Data Mining in Pattern Recognition \cite{pattern_recog}
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\\\begin{itemize}
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\item 2011
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\item … (conference collection)
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\end{itemize}
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\end{itemize}
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\section{statistische verfahren}
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\section{log processing}
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\begin{itemize}
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\item Analyse von Logs mit Open-Source-Werkzeugen \cite{steinegger2016analyse}
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\begin{itemize}
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\item 2016
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\end{itemize}
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\item Monitoring mixed-language applications with elastic search, logstash and kibana (elk) \cite{andreassen2015monitoring}
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\begin{itemize}
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\item 2015
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\end{itemize}
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\item Aggregated containerized logging solution with fluentd, elasticsearch and kibana \cite{yang2016aggregated}
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\begin{itemize}
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\item 2016
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\end{itemize}
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\item Analysis of logs by using logstash \cite{sanjappa2017analysis}
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\begin{itemize}
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\item 2017
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\end{itemize}
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\item Performance monitoring and optimization \cite{matotek2017performance}
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\begin{itemize}
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\item 2017
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\end{itemize}
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\item A practical guide to monitoring and alerting with time series at scale \cite{wilkinson2017practical}
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\begin{itemize}
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\item 2017
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\end{itemize}
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\end{itemize}
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\section{...}
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\section{toDOI...}
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\begin{itemize}
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\item Using High-Resolution {GPS} Tracking Data of Bird Flight for Meteorological Observations \cite{Treep_2016}
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\begin{itemize}
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\item 2016
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\item …
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\end{itemize}
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\item Combining {GPS} {\&} survey data improves understanding of visitor behaviour \cite{East_2017}
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\begin{itemize}
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\item 2017
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\item …
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\end{itemize}
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\item A general framework for collecting and analysing the tracking data of cruise passengers at the destination \cite{Ferrante_2016}
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\begin{itemize}
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\item 2016
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\item …
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\end{itemize}
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\item Moves app: a digital diary to track physical activity and location \cite{Evenson_2016}
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\begin{itemize}
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\item 2016
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\item …
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\end{itemize}
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\item Automated Urban Travel Interpretation: A Bottom-up Approach for Trajectory Segmentation \cite{Das_2016}
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\begin{itemize}
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\item 2016
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\item …
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\end{itemize}
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\item Identification of activity stop locations in {GPS} trajectories by density-based clustering method combined with support vector machines \cite{Gong_2015}
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\begin{itemize}
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\item 2015
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\item …
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\end{itemize}
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\item Deriving Personal Trip Data from {GPS} Data: A Literature Review on the Existing Methodologies \cite{Gong_2014}
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\begin{itemize}
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\item 2014
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\item …
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\end{itemize}
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\item Post-processing Procedures for Passive {GPS} based Travel Survey \cite{Liu_2013}
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\begin{itemize}
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\item 2013
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\item …
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\end{itemize}
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\item Everyday Cycling in Urban Environments: Understanding Behaviors and Constraints in Space-Time \cite{Yeboah_2014}
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\begin{itemize}
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\item 2014
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\item …
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\end{itemize}
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\item A Hybrid Spatio-Temporal Data Indexing Method for Trajectory Database \cite{Ke_2014}
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\begin{itemize}
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\item 2014
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\item …
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\end{itemize}
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\item Why {GPS} makes distances bigger than they are \cite{Ranacher_2015}
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\begin{itemize}
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\item 2015
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\item …
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\end{itemize}
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\item Transportation mode-based segmentation and classification of movement trajectories \cite{Biljecki_2013}
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\begin{itemize}
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\item 2013
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\item …
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\end{itemize}
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\item Children in schoolyards: Tracking movement patterns and physical activity in schoolyards using global positioning system and heart rate monitoring \cite{Fj_rtoft_2009}
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\begin{itemize}
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\item 2009
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\item …
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\end{itemize}
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\item Places as intersecting flows: Mapping urban morphologies, functional constellations and pedestrian rhythms \cite{pafka2013places}
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\begin{itemize}
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\item 2013
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\item …
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\end{itemize}
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\item GPS, GIS and personal travel surveys: an exercise in visualisation \cite{stopher2002gps}
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\begin{itemize}
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\item 2002
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\item …
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\end{itemize}
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\item Analyzing pedestrian movement in mataf using gps and gis to support space redesign \cite{koshak2008analyzing}
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\begin{itemize}
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\item 2008
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\item …
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\end{itemize}
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\end{itemize}
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@ -117,3 +117,256 @@ month={Sept},}
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year={2017},
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publisher={USENIX Association}
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}
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@article{Treep_2016,
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doi = {10.1175/bams-d-14-00234.1},
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url = {https://doi.org/10.1175%2Fbams-d-14-00234.1},
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year = 2016,
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month = {jun},
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publisher = {American Meteorological Society},
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volume = {97},
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number = {6},
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pages = {951--961},
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author = {Jelle Treep and Gil Bohrer and Judy Shamoun-Baranes and Olivier Duriez and Renato Prata de Moraes Frasson and Willem Bouten},
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title = {Using High-Resolution {GPS} Tracking Data of Bird Flight for Meteorological Observations},
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journal = {Bulletin of the American Meteorological Society}
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}
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@article{East_2017,
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doi = {10.1016/j.tourman.2017.02.021},
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url = {https://doi.org/10.1016%2Fj.tourman.2017.02.021},
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year = 2017,
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month = {aug},
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publisher = {Elsevier {BV}},
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volume = {61},
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pages = {307--320},
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author = {Duncan East and Patrick Osborne and Simon Kemp and Tim Woodfine},
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title = {Combining {GPS} {\&} survey data improves understanding of visitor behaviour},
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journal = {Tourism Management}
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}
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@article{Ferrante_2016,
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doi = {10.1080/13683500.2016.1194813},
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url = {https://doi.org/10.1080%2F13683500.2016.1194813},
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year = 2016,
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month = {jun},
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publisher = {Informa {UK} Limited},
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pages = {1--26},
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author = {Mauro Ferrante and Stefano De Cantis and Noam Shoval},
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title = {A general framework for collecting and analysing the tracking data of cruise passengers at the destination},
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journal = {Current Issues in Tourism}
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}
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@article{Evenson_2016,
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doi = {10.1136/bjsports-2016-096103},
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url = {https://doi.org/10.1136%2Fbjsports-2016-096103},
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year = 2016,
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month = {jun},
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publisher = {{BMJ}},
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volume = {51},
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number = {15},
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pages = {1169--1170},
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author = {Kelly R Evenson and Robert D Furberg},
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title = {Moves app: a digital diary to track physical activity and location},
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journal = {British Journal of Sports Medicine}
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}
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@article{Das_2016,
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doi = {10.3390/s16111962},
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url = {https://doi.org/10.3390%2Fs16111962},
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year = 2016,
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month = {nov},
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publisher = {{MDPI} {AG}},
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volume = {16},
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number = {11},
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pages = {1962},
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author = {Rahul Das and Stephan Winter},
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title = {Automated Urban Travel Interpretation: A Bottom-up Approach for Trajectory Segmentation},
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journal = {Sensors}
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}
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@article{Gong_2015,
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doi = {10.1007/s40534-015-0079-x},
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url = {https://doi.org/10.1007%2Fs40534-015-0079-x},
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year = 2015,
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month = {jul},
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publisher = {Springer Nature},
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volume = {23},
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number = {3},
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pages = {202--213},
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author = {Lei Gong and Hitomi Sato and Toshiyuki Yamamoto and Tomio Miwa and Takayuki Morikawa},
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title = {Identification of activity stop locations in {GPS} trajectories by density-based clustering method combined with support vector machines},
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journal = {Journal of Modern Transportation}
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}
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@article{Gong_2014,
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doi = {10.1016/j.sbspro.2014.07.239},
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url = {https://doi.org/10.1016%2Fj.sbspro.2014.07.239},
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year = 2014,
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month = {jul},
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publisher = {Elsevier {BV}},
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volume = {138},
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pages = {557--565},
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author = {Lei Gong and Takayuki Morikawa and Toshiyuki Yamamoto and Hitomi Sato},
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title = {Deriving Personal Trip Data from {GPS} Data: A Literature Review on the Existing Methodologies},
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journal = {Procedia - Social and Behavioral Sciences}
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}
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@article{Liu_2013,
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doi = {10.1016/j.sbspro.2013.08.038},
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url = {https://doi.org/10.1016%2Fj.sbspro.2013.08.038},
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year = 2013,
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month = {nov},
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publisher = {Elsevier {BV}},
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volume = {96},
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pages = {310--319},
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author = {Jian Liu and Hongjiang Zheng and Tao Feng and Shuning Yuan and Hongyang Lu},
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title = {Post-processing Procedures for Passive {GPS} based Travel Survey},
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journal = {Procedia - Social and Behavioral Sciences}
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}
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@incollection{Yeboah_2014,
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doi = {10.1007/978-3-319-11469-9_8},
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url = {https://doi.org/10.1007%2F978-3-319-11469-9_8},
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year = 2014,
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month = {nov},
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publisher = {Springer International Publishing},
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pages = {185--210},
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author = {Godwin Yeboah and Seraphim Alvanides and Emine Mine Thompson},
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title = {Everyday Cycling in Urban Environments: Understanding Behaviors and Constraints in Space-Time},
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booktitle = {Computational Approaches for Urban Environments}
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}
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@article{Ke_2014,
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doi = {10.3390/s140712990},
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url = {https://doi.org/10.3390%2Fs140712990},
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year = 2014,
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month = {jul},
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publisher = {{MDPI} {AG}},
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volume = {14},
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number = {7},
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pages = {12990--13005},
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author = {Shengnan Ke and Jun Gong and Songnian Li and Qing Zhu and Xintao Liu and Yeting Zhang},
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title = {A Hybrid Spatio-Temporal Data Indexing Method for Trajectory Databases},
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journal = {Sensors}
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}
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@article{Ranacher_2015,
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doi = {10.1080/13658816.2015.1086924},
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url = {https://doi.org/10.1080%2F13658816.2015.1086924},
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year = 2015,
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month = {sep},
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publisher = {Informa {UK} Limited},
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volume = {30},
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number = {2},
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pages = {316--333},
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author = {Peter Ranacher and Richard Brunauer and Wolfgang Trutschnig and Stefan Van der Spek and Siegfried Reich},
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title = {Why {GPS} makes distances bigger than they are},
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journal = {International Journal of Geographical Information Science}
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}
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@article{Biljecki_2013,
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doi = {10.1080/13658816.2012.692791},
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url = {https://doi.org/10.1080%2F13658816.2012.692791},
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year = 2013,
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month = {feb},
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publisher = {Informa {UK} Limited},
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volume = {27},
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number = {2},
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pages = {385--407},
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author = {Filip Biljecki and Hugo Ledoux and Peter van Oosterom},
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title = {Transportation mode-based segmentation and classification of movement trajectories},
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journal = {International Journal of Geographical Information Science}
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}
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@article{van_der_Spek_2009,
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doi = {10.3390/s90403033},
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url = {https://doi.org/10.3390%2Fs90403033},
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year = 2009,
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month = {apr},
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publisher = {{MDPI} {AG}},
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volume = {9},
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number = {4},
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pages = {3033--3055},
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author = {Stefan van der Spek and Jeroen van Schaick and Peter de Bois and Remco de Haan},
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title = {Sensing Human Activity: {GPS} Tracking},
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journal = {Sensors}
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}
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@article{Fj_rtoft_2009,
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doi = {10.1016/j.landurbplan.2009.07.008},
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url = {https://doi.org/10.1016%2Fj.landurbplan.2009.07.008},
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year = 2009,
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month = {dec},
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publisher = {Elsevier {BV}},
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volume = {93},
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number = {3-4},
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pages = {210--217},
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author = {Ingunn Fj{\o}rtoft and Bj{\o}rn Kristoffersen and Jostein Sageie},
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title = {Children in schoolyards: Tracking movement patterns and physical activity in schoolyards using global positioning system and heart rate monitoring},
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journal = {Landscape and Urban Planning}
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}
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@inproceedings{pafka2013places,
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title={Places as intersecting flows: Mapping urban morphologies, functional constellations and pedestrian rhythms},
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author={Pafka, Elek},
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booktitle={4th Global Conference: Space and Place. Mansfield College, Oxford},
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year={2013}
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}
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@inproceedings{stopher2002gps,
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title={GPS, GIS and personal travel surveys: an exercise in visualisation},
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author={Stopher, Peter and Bullock, Philip and Jiang, Qingjian},
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booktitle={25th Australasian Transport Research Forum Incorporating the BTRE Transport Policy Colloquium},
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year={2002}
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}
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@inproceedings{koshak2008analyzing,
|
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title={Analyzing pedestrian movement in mataf using gps and gis to support space redesign},
|
||||
author={Koshak, Nabeel and Fouda, Abdullah},
|
||||
year = {2008}
|
||||
}
|
||||
|
||||
@article{tourist_analysis2012,
|
||||
author = {Bernadó, O and Bigorra, A and Perez, Yolanda and Russo, Antonio and Clave, S.A.},
|
||||
year = {2012},
|
||||
month = {01},
|
||||
pages = {241-260},
|
||||
title = {Analysis of tourist behavior based on tracking data collected by GPS},
|
||||
booktitle = {Discovery of Geospatial Resources: Methodologies, Technologies, and Emergent Applications},
|
||||
doi = {10.4018/978-1-4666-0945-7.ch012},
|
||||
url = {http://dx.doi.org/10.4018/978-1-4666-0945-7.ch012},
|
||||
}
|
||||
|
||||
|
||||
@article {GEAN:GEAN818,
|
||||
author = {Orellana, Daniel and Wachowicz, Monica},
|
||||
title = {Exploring Patterns of Movement Suspension in Pedestrian Mobility.},
|
||||
journal = {Geographical Analysis},
|
||||
volume = {43},
|
||||
number = {3},
|
||||
publisher = {Blackwell Publishing Inc},
|
||||
issn = {1538-4632},
|
||||
url = {http://dx.doi.org/10.1111/j.1538-4632.2011.00818.x},
|
||||
doi = {10.1111/j.1538-4632.2011.00818.x},
|
||||
pages = {241--260},
|
||||
year = {2011},
|
||||
}
|
||||
@article {Modsching:2008:1098-3058:31,
|
||||
title = "Using Location-based Tracking Data to Analyze the Movements of City Tourists",
|
||||
journal = "Information Technology \& Tourism",
|
||||
parent_itemid = "infobike://cog/itt",
|
||||
publishercode ="cog",
|
||||
year = "2008",
|
||||
volume = "10",
|
||||
number = "1",
|
||||
publication_date = "2008-01-01T00:00:00",
|
||||
pages = "31-42",
|
||||
itemtype = "ARTICLE",
|
||||
issn = "1098-3058",
|
||||
url = "http://www.ingentaconnect.com/content/cog/itt/2008/00000010/00000001/art00004",
|
||||
doi = "doi:10.3727/109830508785059011",
|
||||
keyword = "CITY TOURISM, NETWORK ANALYSIS, SPATIAL BEHAVIOR, ACTIVITY ANALYSIS, GPS LOGGING",
|
||||
author = "Modsching, Marko and Kramer, Ronny and Hagen, Klaus Ten and Gretzel, Ulrike",
|
||||
}
|
||||
@inproceedings{nielsen2004gps,
|
||||
title={GPS in pedestrian and spatial behaviour surveys},
|
||||
author={Nielsen, Thomas Alexander Sick and Hovgesen, Henrik Harder},
|
||||
booktitle={International Conference on Walking in the 21st Century},
|
||||
year={2004}
|
||||
}
|
||||
@article{millonig2007monitoring,
|
||||
title={Monitoring pedestrian spatio-temporal behaviour},
|
||||
author={Millonig, Alexandra and Gartner, Georg},
|
||||
journal={BMI},
|
||||
volume={296},
|
||||
pages={29--42},
|
||||
year={2007}
|
||||
}
|
||||
|
||||
|
|
|
|||
|
|
@ -3,57 +3,17 @@
|
|||
|
||||
\chapter{problemstellung}
|
||||
\section{Auswertung ortsbezogener Spiele}
|
||||
\begin{verbatim}
|
||||
@phdthesis{Schaal2017,
|
||||
author = {Sonja Schaal},
|
||||
title = {Die Wertsch{\"a}tzung lokaler Biodiversit{\"a}t mit Geogames f{\"o}rdern – die Bedeutung von spielbezogenem Enjoyment im Spiel „FindeVielfalt Simulation“},
|
||||
pages = {166},
|
||||
year = {2017},
|
||||
}
|
||||
\end{verbatim}
|
||||
|
||||
\chapter{forschungsstand}
|
||||
\section{Metriken sammeln}
|
||||
locomotion-action %TODO citation Reducing Location Overhead in Educational Geogames
|
||||
|
||||
Geogames: Designing Location-Based Games from Classic Board Games\cite{1705427}
|
||||
\cite{heinz2015agent}
|
||||
\cite{schlieder2005geogames}
|
||||
\section{umgang mit trajektorien}
|
||||
\cite{zheng2011computing,Zheng_2015,tang_motif,Chen_2012,pattern_recog}
|
||||
\section{statistische verfahren}
|
||||
\section{log processing}
|
||||
\cite{steinegger2016analyse,andreassen2015monitoring,yang2016aggregated,sanjappa2017analysis,matotek2017performance,wilkinson2017practical}
|
||||
\section{...}
|
||||
\section{toDOI...}
|
||||
\begin{verbatim}
|
||||
10.1175/BAMS-D-14-00234.1
|
||||
10.1016/j.tourman.2017.02.021
|
||||
10.1080/13683500.2016.1194813
|
||||
10.1136/bjsports-2016-096103
|
||||
10.3390/s16111962
|
||||
10.1007/s40534-015-0079-x
|
||||
10.1016/j.sbspro.2014.07.239
|
||||
10.1016/j.sbspro.2013.08.038
|
||||
10.1007/978-3-319-11469-9_8
|
||||
10.3390/s140712990
|
||||
10.1080/13658816.2015.1086924
|
||||
10.1080/13658816.2012.692791
|
||||
10.3390/s90403033
|
||||
10.1016/j.landurbplan.2009.07.008
|
||||
\end{verbatim}
|
||||
\section{todo...}
|
||||
\begin{verbatim}
|
||||
@inproceedings{pafka2013places,
|
||||
title={Places as intersecting flows: Mapping urban morphologies, functional constellations and pedestrian rhythms},
|
||||
author={Pafka, Elek},
|
||||
booktitle={4th Global Conference: Space and Place. Mansfield College, Oxford},
|
||||
year={2013}
|
||||
}
|
||||
@inproceedings{stopher2002gps,
|
||||
title={GPS, GIS and personal travel surveys: an exercise in visualisation},
|
||||
author={Stopher, Peter and Bullock, Philip and Jiang, Qingjian},
|
||||
booktitle={25th Australasian Transport Research Forum Incorporating the BTRE Transport Policy Colloquium},
|
||||
year={2002}
|
||||
}
|
||||
@inproceedings{koshak2008analyzing,
|
||||
title={Analyzing pedestrian movement in mataf using gps and gis to support space redesign},
|
||||
author={Koshak, Nabeel and Fouda, Abdullah},
|
||||
year = {2008}
|
||||
}
|
||||
\end{verbatim}
|
||||
\input{content/3-state-of-the-art}
|
||||
|
||||
|
||||
|
||||
|
|
|
|||
Loading…
Reference in New Issue