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<!DOCTYPE html><html lang="zh-CN" data-theme="light"><head><meta charset="UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0,viewport-fit=cover"><title>DFA算法实现敏感词自管理 | The Blog</title><meta name="author" content="Jason"><meta name="copyright" content="Jason"><meta name="format-detection" content="telephone=no"><meta name="theme-color" content="#ffffff"><meta name="description" content="一.需求分析​ 在审核文本内容的时候，我们可以调用第三方成熟的服务（例如阿里云的内容安全）来实现，但是基于不同的场景，第三方的服务不可能涉及到方方面面的敏感词，比如在游戏类的场景中，开挂一词算敏感词，但是在其它的场景中，开挂一词是一个正常的词汇。这时候需要我们根据不同场景自己维护一套敏感词，在文本审核的时候，需要验证文本中是否包含这些敏感词。 二.可选方案 方案 说明 数据库模糊查询">
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<h2 id="二-可选方案"><a href="#二-可选方案" class="headerlink" title="二.可选方案"></a>二.可选方案</h2><table>
<thead>
<tr>
<th><strong>方案</strong></th>
<th><strong>说明</strong></th>
</tr>
</thead>
<tbody><tr>
<td>数据库模糊查询</td>
<td>效率太低</td>
</tr>
<tr>
<td>String.indexOf(“”)查找</td>
<td>数据库量大的话也是比较慢</td>
</tr>
<tr>
<td>全文检索</td>
<td>分词再匹配</td>
</tr>
<tr>
<td>DFA算法</td>
<td>确定有穷自动机(一种数据结构)</td>
</tr>
</tbody></table>
<h2 id="三-DFA算法"><a href="#三-DFA算法" class="headerlink" title="三. DFA算法"></a>三. DFA算法</h2><h3 id="1-简介"><a href="#1-简介" class="headerlink" title="1.简介"></a>1.简介</h3><p>DFA全称为：Deterministic Finite Automaton,即确定有穷自动机。</p>
<p>存储：一次性的把所有的敏感词存储到了多个map中，就是下图表示这种结构</p>
<p>敏感词：冰毒、大麻、大坏蛋</p>
<p><img src="/pictures/image-20231203134106231.png" alt="image-20231203134106231"></p>
<h3 id="2-检索过程"><a href="#2-检索过程" class="headerlink" title="2.检索过程"></a>2.检索过程</h3><p><img src="/pictures/image-20231203134335076.png" alt="image-20231203134335076"></p>
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<h2 id="四-工具类"><a href="#四-工具类" class="headerlink" title="四.工具类"></a>四.工具类</h2><figure class="highlight java"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br><span class="line">11</span><br><span class="line">12</span><br><span class="line">13</span><br><span class="line">14</span><br><span class="line">15</span><br><span class="line">16</span><br><span class="line">17</span><br><span class="line">18</span><br><span class="line">19</span><br><span class="line">20</span><br><span class="line">21</span><br><span class="line">22</span><br><span class="line">23</span><br><span class="line">24</span><br><span class="line">25</span><br><span class="line">26</span><br><span class="line">27</span><br><span class="line">28</span><br><span class="line">29</span><br><span class="line">30</span><br><span class="line">31</span><br><span class="line">32</span><br><span class="line">33</span><br><span class="line">34</span><br><span class="line">35</span><br><span class="line">36</span><br><span class="line">37</span><br><span class="line">38</span><br><span class="line">39</span><br><span class="line">40</span><br><span class="line">41</span><br><span class="line">42</span><br><span class="line">43</span><br><span class="line">44</span><br><span class="line">45</span><br><span class="line">46</span><br><span class="line">47</span><br><span class="line">48</span><br><span class="line">49</span><br><span class="line">50</span><br><span class="line">51</span><br><span class="line">52</span><br><span class="line">53</span><br><span class="line">54</span><br><span class="line">55</span><br><span class="line">56</span><br><span class="line">57</span><br><span class="line">58</span><br><span class="line">59</span><br><span class="line">60</span><br><span class="line">61</span><br><span class="line">62</span><br><span class="line">63</span><br><span class="line">64</span><br><span class="line">65</span><br><span class="line">66</span><br><span class="line">67</span><br><span class="line">68</span><br><span class="line">69</span><br><span class="line">70</span><br><span class="line">71</span><br><span class="line">72</span><br><span class="line">73</span><br><span class="line">74</span><br><span class="line">75</span><br><span class="line">76</span><br><span class="line">77</span><br><span class="line">78</span><br><span class="line">79</span><br><span class="line">80</span><br><span class="line">81</span><br><span class="line">82</span><br><span class="line">83</span><br><span class="line">84</span><br><span class="line">85</span><br><span class="line">86</span><br><span class="line">87</span><br><span class="line">88</span><br><span class="line">89</span><br><span class="line">90</span><br><span class="line">91</span><br><span class="line">92</span><br><span class="line">93</span><br><span class="line">94</span><br><span class="line">95</span><br><span class="line">96</span><br><span class="line">97</span><br><span class="line">98</span><br><span class="line">99</span><br><span class="line">100</span><br><span class="line">101</span><br><span class="line">102</span><br><span class="line">103</span><br><span class="line">104</span><br><span class="line">105</span><br><span class="line">106</span><br><span class="line">107</span><br><span class="line">108</span><br><span class="line">109</span><br><span class="line">110</span><br><span class="line">111</span><br><span class="line">112</span><br><span class="line">113</span><br><span class="line">114</span><br><span class="line">115</span><br><span class="line">116</span><br><span class="line">117</span><br><span class="line">118</span><br><span class="line">119</span><br><span class="line">120</span><br><span class="line">121</span><br><span class="line">122</span><br>
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<p><strong>结果:</strong></p>
<figure class="highlight plaintext"><table><tr><td class="gutter"><pre><span class="line">1</span><br></pre></td><td class="code"><pre><span class="line">&#123;冰毒=2, 法轮功=1&#125;</span><br></pre></td></tr></table></figure>
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<p><strong>最佳实践：</strong> <a href="https://jasonsgong.gitee.io/posts/64695.html">项目实战-黑马头条 | The Blog (gitee.io)</a></p>
Site updated: 2024-01-13 17:34:38
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</article><div class="tag_share"><div class="post-meta__tag-list"><a class="post-meta__tags" href="/tags/DFA/">DFA</a></div><div class="post_share"><div class="social-share" data-image="/img/5.png" data-sites="wechat,weibo,qq"></div><link rel="stylesheet" href="/cdn/css/share.min.css" media="print" onload="this.media='all'"><script src="/cdn/js/social-share.min.js" defer></script></div></div><div class="post-reward"><div class="reward-button"><i class="fas fa-qrcode"></i> 打赏</div><div class="reward-main"><ul class="reward-all"><li class="reward-item"><a href="/img/wechat.jpg" target="_blank"><img class="post-qr-code-img" src="/img/wechat.jpg" alt="微信"/></a><div class="post-qr-code-desc">微信</div></li><li class="reward-item"><a href="/img/alipay.jpg" target="_blank"><img class="post-qr-code-img" src="/img/alipay.jpg" alt="支付宝"/></a><div class="post-qr-code-desc">支付宝</div></li></ul></div></div><br/><div id="post-comment"><div class="comment-head"><div class="comment-headline"><i class="fas fa-edit fa-fw"></i><span> 评论</span></div></div><div class="comment-wrap"><div><div id="gitalk-container"></div></div></div></div></div><div class="aside-content" id="aside-content"><div class="card-widget card-info"><div class="is-center"><div class="avatar-img"><img src="/img/avatar.jpg" onerror="this.onerror=null;this.src='/img/loading.gif'" alt="avatar"/></div><div class="author-info__name">Jason</div><div class="author-info__description">Debug the World！</div></div><div class="card-info-data site-data is-center"><a href="/archives/"><div class="headline">文章</div><div class="length-num">75</div></a><a href="/tags/"><div class="headline">标签</div><div class="length-num">45</div></a><a href="/categories/"><div class="headline">分类</div><div class="length-num">9</div></a></div><a id="card-info-btn"><i class="fab fa-microsoft"></i><span>Ctrl + D 收藏</span></a><div class="card-info-social-icons is-center"><a class="social-icon" href="https://github.com/JasonsGong" target="_blank" title="Github"><i class="fab fa-github"></i></a><a class="social-icon" href="tencent://AddContact/?fromId=45&amp;fromSubId=1&amp;subcmd=all&amp;uin=2602183349&amp;website=www.oicqzone.com" target="_blank" title="QQ"><i class="fab fa-qq"></i></a><a class="social-icon" href="mailto:2602183349@qq.com" target="_blank" title="Email"><i class="fas fa-envelope-open-text"></i></a><a class="social-icon" href="https://gitee.com/JasonsGong/jasonsgong" target="_blank" title="代码仓库"><i class="fas fa-database"></i></a></div></div><div class="card-widget card-announcement"><div class="item-headline"><i class="fas fa-bullhorn fa-shake"></i><span>公告</span></div><div class="announcement_content">本网站是静态网站,更新页面资源请使用Ctrl+F5;若网站内文章对你有帮助,请使用Ctrl+D收藏该网站！</div></div><div class="sticky_layout"><div class="card-widget" id="card-toc"><div class="item-headline"><i class="fas fa-stream"></i><span>目录</span><span class="toc-percentage"></span></div><div class="toc-content is-expand"><ol class="toc"><li class="toc-item toc-level-2"><a class="toc-link" href="#%E4%B8%80-%E9%9C%80%E6%B1%82%E5%88%86%E6%9E%90"><span class="toc-text">一.需求分析</span></a></li><li class="toc-item toc-level-2"><a class="toc-link" href="#%E4%BA%8C-%E5%8F%AF%E9%80%89%E6%96%B9%E6%A1%88"><span class="toc-text">二.可选方案</span></a></li><li class="toc-item toc-level-2"><a class="toc-link" href="#%E4%B8%89-DFA%E7%AE%97%E6%B3%95"><span class="toc-text">三. DFA算法</span></a><ol class="toc-child"><li class="toc-item toc-level-3"><a class="toc-link" href="#1-%E7%AE%80%E4%BB%8B"><span class="toc-text">1.简介</span></a></li><li class="toc-item toc-level-3"><a class="toc-link" href="#2-%E6%A3%80%E7%B4%A2%E8%BF%87%E7%A8%8B"><span class="toc-text">2.检索过程</span></a></li></ol></li><li class="toc-item toc-level-2"><a class="toc-link" href="#%E5%9B%9B-%E5%B7%A5%E5%85%B7%E7%B1%BB"><span class="toc-text">四.工具类</span></a></li></ol></div></div><div class="card-widget card-recent-p
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