1. No number
\begin{itemize}
\item {} ...
\item {} ...
\item {}...
\item {} ...
\end{itemize}
Examples:
\indent The main contributions of this paper are as follows:%主要贡献
\begin{itemize}
\item {} To the best of our knowledge, we are the first to design the incentive mechanism, which stimulates the strategic workers to reach the least confidence for truth discovery in the crowdsourcing.
\item {} We propose a truth discovery algorithm as a component of the incentive mechanism for the crowdsourcing with copiers. Our truth discovery algorithm considers both the dependence and accuracy of workers. Further, we extend our truth discovery algorithm to the general cases, where the distribution of false values is nonuniform.
\item {} We model the \textit{\underline{S}ocial \underline{O}ptimization \underline{A}ccuracy \underline{C}overage} (\textit{SOAC}) problem, and design a reverse auction mechanism to solve the \textit{SOAC} problem. We show that the designed mechanism satisfies the desirable properties of computational efficiency, individual rationality, truthfulness, and guaranteed approximation.
\item {} To support the textual answers of crowdsourcing tasks, we propose \textit{S-DATE} (\textit{\underline{S}emantic-oriented \underline{DATE}}), which uses language representation model and clustering method to obtain the values of textual answers.
\end{itemize}
2. Commonly used symbols
- Greater than or equal to: \ geq
- Less than or equal to: \ leq
- ~： \sim
- Italic to straight: \ rm
- Underline: \ underline
- Percent sign: \%
- \ textit {}: italic
- \ mathcal {ABC…}: handwritten letters
3. Formula (automatic numbering)
\begin{equation}
...
\end{equation}
Examples:
\begin{equation}
u_i = p_i - c_i
\end{equation}
4. Algorithm
Import the package first
\usepackage{algorithm}
\usepackage{algorithmic}
Examples:
\begin{algorithm} %算法2 Reverse Auction
\caption{\textbf{: Reverse Auction}}
\leftline{\textbf{Input:} {task set $T$}, {bid profile $B$}, {worker set $W$},{ accuracy}}
\leftline{{requirement profile $\Theta$}, {accuracy matrix \textbf{A}}}
\leftline{\textbf{Output:} {winner set $S$, payment \textbf{p}}}
\leftline{ //Winner Selection Phase}
\begin{algorithmic}[1]
\State{$S \leftarrow \emptyset ,\Theta ' \leftarrow \Theta$};
\While {$\sum\nolimits_{t_j \in T} {\Theta ^j{'}} \ne 0$}
\State{$i \leftarrow \arg \min _{k \in W\backslash S} \frac{{b_k }}{{\sum\nolimits_{t_j \in T_k } {\min \{ \Theta ^j {'},A_k^j \} } }}$};
\State{$S \leftarrow S \cup \{ i\}$};
\For {each $t_j \in T_i $}
\State{$\Theta ^j{'} \leftarrow \Theta ^j {'} - \min \{ \Theta ^j{'},A_i^j \}$};
\EndFor
\EndWhile
\leftline{ //Payment Determination Phase}
\For {each $i \in W$}
\State {$p_i \leftarrow 0$};
\EndFor
\For {each $i \in S$}
\State {$W' \leftarrow W\backslash \{ i\} ,S' \leftarrow \emptyset ,\Theta '' \leftarrow \Theta$};
\While {$\sum\nolimits_{t_j \in T} {\Theta ^j {''}} \ne 0$}
\State {$i_k \leftarrow \arg \min _{k \in W'\backslash S'} \frac{{b_k }}{{\sum\nolimits_{t_j \in T_k } {\min \{ \Theta ^j{''},A_k^j \} } }}$};
\State {$S' \leftarrow S' \cup \{ i_k \}$};
\State {$p_i \leftarrow \max \{ p_i ,\frac{{\sum\nolimits_{t_j \in T_i } {\min \{ \Theta ^j{''},A_i^j \} } }}{{\sum\nolimits_{t_j \in T_{i_{_k } } } {\min \{ \Theta ^j {''},A_{i_k }^j \} } }}b_{i_k } \}$};
\For {each $t_j \in T_{i_k }$}
\State{$\Theta ^j{''} \leftarrow \Theta ^j{''} - \min \{ \Theta ^j{''},A_{i_k }^j \}$}
\EndFor
\EndWhile
\EndFor
\end{algorithmic}
\end{algorithm}
5. Insert picture
5.1. Two pictures side by side
\begin{figure} % 图16 Truthfulness of IMC2
%\setlength{\abovecaptionskip}{-0.1cm}
%\vspace{-0.5cm}
\centering
\subfigure[Utility of worker with ID=16 (winner)]{
\begin{minipage}[t]{0.47\linewidth} %0.5\textwidth两图之间的距离
\centering
\includegraphics[width=1\linewidth]{pic_eps/utility_bid.eps} %图片大小
%\caption{}
\end{minipage}
}
\subfigure[Utility of worker with ID=74 (loser)]{
\begin{minipage}[t]{0.47\linewidth}
\centering
\includegraphics[width=1\linewidth]{pic_eps/utility_bid_false.eps}
%\caption{}
\end{minipage}
}
\centering
\caption{Truthfulness of \textit{IM$C^2$}}
\end{figure}
5.2. A single picture
\ begin {figure} [h]% Figure 4 Transformer encoder architecture
\ centering% The inserted picture is centered to indicate
\ includegraphics [width = 0.7 \ linewidth] {pic_eps / Transformer.eps}% inserted picture, including JPG, PNG, PDF EPS, etc., placed in the source file directory
\ caption {\ textit {Transformer} encoder architecture}% Image name
\ label {fig: mcmthesis-logo}% label, used as a reference
\ end {figure}
6. Insert table
\begin{table} %表1 copy的例子
\caption{An example of conflicting values provided by crowdsourcing workers with copiers}
\label{tab:freq}
\linespread{1}
\begin{tabular}{c|p{20pt}|p{25pt}|p{20pt}|p{20pt}|p{20pt}} %p{75pt}第一列
%\begin{tabular}{cccccc}
\toprule
\diagbox {\textbf{Tasks}}{\textbf{Workers}}& {\textbf{1}}& {\textbf{2}}& {\textbf{3}}& {\textbf{4}} & {\textbf{5}}\\
\midrule
{\itshape Stonebraker}& MIT& Berkeley & MIT & MIT & MS \\
{\itshape Dewitt}& MSR& MSR & UWise & UWisc & UWisc \\
{\itshape Bernstein}& MSR& MSR & MSR & MSR & MSR \\
{\itshape Carey}& UCI& AT\&T & BEA & BEA & BEA \\
{\itshape Halevy}& Google& Google & UW &UW & UW \\
\ end {tabular}
\ bottomrule
\ end {table}
\begin{table} %表2 常见符号解释
\caption{Frequently used notations}
\label{Symbol}
{\begin{tabular}{p{50 pt}p{180 pt}}
\toprule
\textbf{Symbol} & \textbf{Description} \\
\midrule
$W,n$ & {worker set, number of workers} \\
$T,m$ & {task set, number of tasks} \\
\bottomrule
\end{tabular}}
\end{table}
references:
[1] Latex write algorithm pseudo-code-sduxxc-Blog Park
[2] LaTeX various writing methods_Operation_Look Forward To-CSDN blog