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\texttt{t\_*} fields to match documents (lines 25 and 23 -- remember the definition of the \texttt{text} field). \section{User interface} +\subsection{UI flow} Figure \ref{fig:ui} illustrates the IR system's UI showing its features. \begin{figure}[H] @@ -335,13 +337,11 @@ Figure \ref{fig:ui} illustrates the IR system's UI showing its features. \label{fig:ui} \end{figure} +\subsection{Technical details} The UI has been implemented using HTML5, vanilla CSS and vanilla JS, with the exception of the \textit{FoamTree} library from the Carrot2 project to handle displaying the clustering bar to the left of search results. -Event handlers offered by \textit{FoamTree} allowed for the implementation of -the results filtering feature when a clustering in filtered. - This is a single page application, i.e. all updates to the UI happen without making the page refresh. This was achieved by using AJAX requests to interact with Solr. @@ -350,5 +350,63 @@ All UI files can be found under the \texttt{ui} directory in the repository root directory. In order to run the UI, a ``CORS Everywhere'' extension must be installed on the viewing browser. See the installation instructions for details. +\subsection{Clustering Component} +Event handlers offered by \textit{FoamTree} allowed for the implementation of +the results filtering feature when a clustering in filtered. + \section{User evaluation} +The user evaluation was conducted remotely using Microsoft Teams by selecting +three of my colleagues and making them install and run my project on their local +system. The examination approximately took 20 minutes for each test subject, +including installation. + +The questionnaire was implemented using Qualtrics at \href{TBD}{this link}. + +Data for the evaluation was collected using a questionnaire with a ``before +test'' and an ``after test'' section. + +In the ``before test'' section, users expressed their agreement to test +procedures and stated their level of familiarity with image search text +retrieval systems, stating in particular if they ever searched for user created +images or stock photos. All participants stated they were mostly familiar with +TR image search systems, and they had the chance to search for user created +images. Only one participant never searched for stock photos. + +\begin{figure}[H] + \begin{tabular}{p{4cm}|p{3.5cm}|p{3.5cm}|p{3.5cm}} + Question & Subject 1 & Subject 2 & Subject 3 \\ + \hline + \textsc{metadata:} Start time & 2020-12-06 14:52 & 2020-12-07 13:35 & 2020-12-07 13:54\\ + \textsc{metadata:} End time & 2020-12-06 14:58 & 2020-12-07 13:48 & 2020-12-07 14:05\\ + Familiarity with image search TR systems & 4 & 4 & 5 \\ + Has searched for user images & Yes & Yes & Yes \\ + Has searched for stock photos & Yes & No & Yes \\ + The UI was easy to use & 6 & 6 & 7 \\ + Accurate results for ``find a person sneezing'' & 6 & 7 & 7 \\ + Accurate results for ``find Varenna'' & 5 & 7 & 7 \\ + Personal task & ``Churchill Pfeil'' & Eiffel tower from query ``France'' & + ``Italian traditional masks'' \\ + Accurate results for personal task & 7 & 7 & 7 \\ + Clustering was helpful & 6 & 7 & 7 \\ + Irrelevant results were a lot and distracting & 4 & 5 & 2 \\ + Suggestions & Missing Search button & Did not understand clustering was a + filter & \textit{Great survey background image} \\ + \end{tabular} + \caption{Data collected from the questionnaire.} + \label{fig:qs} +\end{figure} + +Figure \ref{fig:qs} illustrates the data gathered from the questionnaire. +Numeric values represent a 5-tier likert scale for the ``Familiarity with image +TR systems question (from 1 to 5, ``Not familiar at all'', ``Slightly +familiar'', ``Moderately familiar'', ``Very familiar'', ``Extremely familiar'') +and a 7-tier likert scale on all other questions (from 1 to 7, ``Strongly +Disagree'', ``Disagree'', ``Slightly disagree'', ``Neither agree or disagree'', +``Somewhat agree'', ``Agree'', ``Strongly agree''). The start and end times are +expressed in CEST without DST (corresponding to the local time of participants). +All participants started the questionnaire before they started effectively using +the IR system, so this data can also be used to measure the experiment's length. + + + \end{document}