信息检索课程实验:构建索引并实现对文档集合的检索
$_value){ $_value = trim($_value); $_value = preg_replace('/[.|,|(|)|-|;]/','',$_value); $_words[$i][$_key]=strtolower($_value); } //词频tf $_tf[] = array_count_values($_words[$i]); //去重 $_words[$i]= array_unique($_words[$i]); } //合并 $_words_com = array_merge($_words[0],$_words[1],$_words[2]); //文档频率 $_df = array_count_values($_words_com); //特征向量 for ($i = 0;$i < $_len;$i++){ $_vsm[$i] = $_df; foreach($_vsm[$i] as $_key=>$_value){ $_vsm[$i][$_key] = 0; } for ($j=0;$j'; } //测试 $_query = 'java'; $_vsm_que = $_df; foreach($_vsm_que as $_key=>$_value){ $_vsm_que[$_key] = 0; } if (in_array($_query,$_vsm_que)){ $_vsm_que[$_query] = 1; } for ($i = 0; $i < count($_vsm); $i++){ foreach($_vsm_que as $_key=>$_value){ $_sim[$i] += ($_vsm[$i][$_key]) * ($_vsm_que[$_key]); $_w1 += pow($_vsm_que[$_key],2); $_w2 += pow($_vsm[$i][$_key],2); } //求夹角余弦值 $_cos[$i] = $_sim[$i]/(sqrt($_w1)*sqrt($_w2)); } arsort($_cos); foreach($_cos as $_key=>$_value){ echo '最符合的结果为第'.($_key+1).'篇文档'; break; } ?>
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