diff --git a/30_Thesis/sections/10_foundations.tex b/30_Thesis/sections/10_foundations.tex index 709c36b..7f64234 100644 --- a/30_Thesis/sections/10_foundations.tex +++ b/30_Thesis/sections/10_foundations.tex @@ -137,12 +137,12 @@ Using the example from \autoref{tab:Foundations:RecommenderSystem:MoviePreferenc & advantages & disadvantages \\ \hline Collaborative Filtering - & \begin{itemize} + & \begin{itemize}[noitemsep,topsep=0pt,parsep=0pt,partopsep=0pt, leftmargin=3.5mm] \item Serendipity of results \item Automatic learning of market segments \item No domain knowledge required \end{itemize} - & \begin{itemize} + & \begin{itemize}[noitemsep,topsep=0pt,parsep=0pt,partopsep=0pt, leftmargin=3.5mm] \item Cold start problem for users and items \item Grey sheep problem \item Quality based on rating quality @@ -151,7 +151,7 @@ Using the example from \autoref{tab:Foundations:RecommenderSystem:MoviePreferenc \end{itemize} \\ \hline Content-Based Filtering - & \begin{itemize} + & \begin{itemize}[noitemsep,topsep=0pt,parsep=0pt,partopsep=0pt, leftmargin=3.5mm] \item No community required \item User independent \item Transparent @@ -160,20 +160,19 @@ Using the example from \autoref{tab:Foundations:RecommenderSystem:MoviePreferenc \item Robust \item Stable to constant influx of new users \end{itemize} - & \begin{itemize} + & \begin{itemize}[noitemsep,topsep=0pt,parsep=0pt,partopsep=0pt, leftmargin=3.5mm] \item Overspecialisation \item No serendipity \item User cold start problem \item Requires domain knowledge \end{itemize} \\ \hline - \todo[inline]{Critique-Based Recommendation } & \todo[inline]{ todo: positives } & \todo[inline]{ todo: negatives } \\ Constraint-Based Recommendation - & \begin{itemize} + & \begin{itemize}[noitemsep,topsep=0pt,parsep=0pt,partopsep=0pt, leftmargin=3.5mm] \item Transparent \item Good for non discrete values \end{itemize} - & \begin{itemize} + & \begin{itemize}[noitemsep,topsep=0pt,parsep=0pt,partopsep=0pt, leftmargin=3.5mm] \item Inconsistent constraints \item No results \end{itemize} \\