alexander/urban-meal-delivery-demand-forecasting
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Move glossary into an appendix

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Alexander Hess 2020-10-25 18:43:47 +01:00
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3 changed files with 11 additions and 8 deletions
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5
paper.tex
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@ -42,9 +42,6 @@
\input{tex/5_con/4_further_research} \input{tex/5_con/4_further_research}
\newpage \newpage
\input{tex/glossary}
\newpage
\appendix \appendix
\newpage \newpage
\input{tex/apx/tabular_ml_models} \input{tex/apx/tabular_ml_models}
@ -55,6 +52,8 @@
\newpage \newpage
\input{tex/apx/peak_results} \input{tex/apx/peak_results}
\newpage \newpage
\input{tex/apx/glossary}
\newpage
\bibliographystyle{static/elsarticle-harv} \bibliographystyle{static/elsarticle-harv}
\bibliography{tex/references} \bibliography{tex/references}

9
tex/1_intro.tex
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@ -11,8 +11,9 @@ A common feature of these platforms is that they do not operate kitchens but
related processes in simple smartphone apps, and managing the delivery via related processes in simple smartphone apps, and managing the delivery via
a fleet of either employees or crowd-sourced sub-contractors. a fleet of either employees or crowd-sourced sub-contractors.
Various kind of urban delivery platforms (UDP) have received attention in Various kinds of urban delivery platforms
recent scholarly publications. (\gls{udp}; \ref{glossary} provides a glossary with all abbreviations)
have received attention in recent scholarly publications.
\cite{hou2018} look into heuristics to simultaneously optimize courier \cite{hou2018} look into heuristics to simultaneously optimize courier
scheduling and routing in general, while \cite{masmoudi2018} do so scheduling and routing in general, while \cite{masmoudi2018} do so
for the popular dial-a-ride problem and \cite{wang2018} investigate for the popular dial-a-ride problem and \cite{wang2018} investigate
@ -63,8 +64,8 @@ Moreover, many of the established forecasting methods can only handle a single
and often low seasonality (i.e., repeated regular pattern), if at all. and often low seasonality (i.e., repeated regular pattern), if at all.
In this paper, we develop a rigorous methodology as to how to build and In this paper, we develop a rigorous methodology as to how to build and
evaluate a robust forecasting system for an urban delivery platform evaluate a robust forecasting system for an UDP
(\gls{udp}) that offers ad-hoc point-to-point transportation of any kind. that offers ad-hoc point-to-point transportation of any kind.
We implement such a system with a broad set of commonly used forecasting We implement such a system with a broad set of commonly used forecasting
methods. methods.
We not only apply established (i.e., "classical") time series methods but also We not only apply established (i.e., "classical") time series methods but also

5
tex/glossary.tex → tex/apx/glossary.tex
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@ -1,3 +1,6 @@
\section{Glossary}
\label{glossary}
% Abbreviations for technical terms. % Abbreviations for technical terms.
\newglossaryentry{add}{ \newglossaryentry{add}{
name=ADD, description={Average Daily Demand} name=ADD, description={Average Daily Demand}
@ -138,4 +141,4 @@
trained on vertical time series} trained on vertical time series}
} }
\printglossaries \printglossary[title=]