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p1: report about geogame supported research, spelling fixes

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Clemens Klug 2018-02-14 19:37:14 +01:00
parent 956fcc5928
commit d3b266a27f
3 changed files with 68 additions and 24 deletions
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PresTeX/presentation.tex
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@ -115,6 +115,27 @@ Intersection of GIS and gaming technology\footnotemark
\footcitetext{1705427}
\end{frame}
\begin{frame}{Research with location based games}
\begin{columns}
\column{0.35\linewidth}
\begin{itemize}
\item Define mission statement
\item Build statistical framework
\item Questionnaires
\begin{itemize}
\item Pre
\item Post
\end{itemize}
\item {[Data entry]}
\item Statistical processing
\end{itemize}
\column{.6\linewidth}
\image{\textwidth}{biodiv-schaal}{Statistical framework for BioDiv2Go\footnotemark}{img:biodiv-schaal}
\end{columns}
%\addtocounter{footnote}{-1}
\footcitetext{Schaal2017}%\stepcounter{footnote}
\end{frame}
\section{Goal definition}
\begin{frame}{Goal definition}
\framesubtitle{A Framework for the Analysis of Spatial Game Data}
@ -125,7 +146,7 @@ Intersection of GIS and gaming technology\footnotemark
\item Expert users/researchers
\item Staging/designing staff
\end{itemize}
\item Integration of external data (questionaire results)
\item Integration of external data (questionnaire results)
\item Adaptable for multiple games
\end{itemize}
\end{frame}
@ -164,8 +185,8 @@ Technologies: Collection, Time-series databases, Frontend
\item[+] widely deployed
\item[+] powerful query languages %TODO example
\item mainly web/container/hardware monitoring
\item[-] spatial analysis: heavily anonymised
\item[-] fast-paced enviroment
\item[-] spatial analysis: heavily anonymized
\item[-] fast-paced environment
\end{itemize}
\end{frame}
@ -175,9 +196,8 @@ Technologies: Collection, Time-series databases, Frontend
\begin{itemize}
\item GPS overestimates systematically \autocite{Ranacher_2015}
\item GPS is a suitable instrument for spatio-temporal data\autocite{van_der_Spek_2009}
\item Activity mining
\item Activity mining \autocite{Gong_2014}
\begin{itemize}
\item Overview: \autocite{Gong_2014}
\item Speed-based Clustering \autocite{ren2015mining}
%\item \autocite{Ferrante_2016} % closed access
\item Machine Learning \autocite{pattern_recog} %TODO
@ -195,7 +215,7 @@ Technologies: Collection, Time-series databases, Frontend
\image{.72\textwidth}{space-time}{Space-time cube examples\autocite{bach2014review}}{img:spacetime}
\end{frame}
\begin{frame}{Generaliziation}
\begin{frame}{Generalization}
\image{\textwidth}{generalization}{Trajectories and generalizations with varying radius parameter \autocite{adrienko2011spatial}}{img:generalization}
\end{frame}
@ -204,7 +224,7 @@ Technologies: Collection, Time-series databases, Frontend
\end{frame}
\subsection{Analyzing games}
\begin{frame}{Analyzing gamez}
\begin{frame}{Analyzing games}
\begin{itemize}
\item there's more than heatmaps
\item combine position with game actions
@ -214,25 +234,19 @@ Technologies: Collection, Time-series databases, Frontend
\vspace{-42pt}
%\image{.5\textwidth}{game-an}{chat logs with players location \autocite{Drachen2013}}{img:chatlogs}
%\image{.5\textwidth}{ac3-death}{identify critical sections \autocite{Drachen2013}}{img:ac3death}
\twofigures{0.5}{game-an}{chat logs with players location}{img:chatlogs}{ac3-death}{identify critical sections}{img:ac3death}{game analytics \cite{Drachen2013}}{fig:gameanal}
\twofigures{0.5}{game-an}{Chat logs with players location}{img:chatlogs}{ac3-death}{Identify critical sections}{img:ac3death}{Game analytics \cite{Drachen2013}}{fig:gameanal}
\end{frame}
\subsection{Location based games}
\begin{frame}{Analyzing location based games}
\begin{itemize}
\item fragebögen (prä + post; p-hacking)
\end{itemize}
TODO: cite \footcite{Schaal2017} %TODO
\end{frame}
%\subsection{Location based games}
\subsection{Summary}
\begin{frame}{Summary}
\begin{itemize}
\item Log processing: Powerful stacks
\item Movement analysis: Large field already explored (GPS influcene, Patterns, Behavior recognition, …)
\item Movement analysis: Large field already explored (GPS influence, Patterns, Behavior recognition, …)
\item Track rendering: Track (with attributes), Space-time cube, Heatmap, …
\item Spatial analysis of digital games with GIS
\item Analysis of location based games: Labourious manual process
\item Analysis of location based games: Laborious manual process
\end{itemize}
\end{frame}
@ -254,7 +268,7 @@ TODO: cite \footcite{Schaal2017} %TODO
\item Staging/designing staff
\end{itemize}
\item Cross-game comparisons
\item Integration of external data (questionaire results)
\item Integration of external data (questionnaire results)
\end{itemize}
\end{frame}
@ -269,7 +283,7 @@ TODO: cite \footcite{Schaal2017} %TODO
\begin{frame}{Architecture}
\begin{itemize}
\item Based on map-reduce
\item Map: analysis
\item Map: Analysis
\begin{itemize}
\item Iterate Log entries
\item Feed log entry through analyzer queue
@ -282,10 +296,12 @@ TODO: cite \footcite{Schaal2017} %TODO
\item Reduce: Collect summaries from analyzers
\begin{itemize}
\item Rendering
\item Postprocessing, Comparison, …
\item Post-processing, Comparison, …
\end{itemize}
\end{itemize}
\image{.5\textwidth}{../../ThesTeX/images/flowchart.pdf}{flowchart}{img:flow}
\end{frame}
\begin{frame}{Architecture scheme}
\image{\textwidth}{../../ThesTeX/images/map-reduce.pdf}{Data flows}{img:flow}
\end{frame}
\section{Outlook: Implementation}
@ -297,9 +313,9 @@ TODO: cite \footcite{Schaal2017} %TODO
\begin{itemize}
\item Python (3.6)
\item Standalone library/CLI tool
\item Web based configuration/Runner/API(flask)
\item Web based configuration/Runner/API (Flask)
\end{itemize}
Rendnering
Rendering
\begin{itemize}
\item Matplotlib, Numpy
\begin{itemize}
@ -320,7 +336,7 @@ TODO: cite \footcite{Schaal2017} %TODO
\end{frame}
\begin{frame}{Configuration \& results}
\twofigures{0.5}{oeb-kml}{Analyzer configuration}{img:oebkml}{oeb-ge}{Result visiualized}{img:oebge}{Example: Generate KML tracks (BioDiv2Go; Oberelsbach2016)}{fig:oeb2016}
\twofigures{0.5}{oeb-kml}{Analyzer configuration}{img:oebkml}{oeb-ge}{Result visualized}{img:oebge}{Example: Generate KML tracks (BioDiv2Go; Oberelsbach2016)}{fig:oeb2016}
\end{frame}
\begin{frame}{ActivityMapper}

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ThesTeX/images/map-reduce.dot Normal file
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@ -0,0 +1,28 @@
digraph{
rankdir="LR";
log [shape="record", label="Log | entry0 | entry1 | entry2 | …"];
{rank = same;
a1 [label="Analyzer A"];
a2 [label="Analyzer B"];
a3 [label="…",style="dotted"];
}
{rank = same;
r1 [label="Result A"];
r2 [label="Result B"];
r3 [label="Result …",style="dotted"];
}
c [label="Postprocessing & Render"];
log -> a1;
a1->a2;
a2->a3 [style="dotted"];
a1 -> r1;
a2 -> r2;
a3 -> r3 [style="dotted"];
r1-> c;
r2-> c;
r3-> c [style="dotted"];
}