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Safety inspection conclusion submitting method and device

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Publication number
CN104091058A
CN104091058A CN 201410302637 CN201410302637A CN104091058A CN 104091058 A CN104091058 A CN 104091058A CN 201410302637 CN201410302637 CN 201410302637 CN 201410302637 A CN201410302637 A CN 201410302637A CN 104091058 A CN104091058 A CN 104091058A
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safety
inspection
conclusion
submitting
step
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CN 201410302637
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Chinese (zh)
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凌敏
李苏祺
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北京君和信达科技有限公司
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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F19/00Digital computing or data processing equipment or methods, specially adapted for specific applications

Abstract

The invention discloses a safety inspection conclusion submitting method. The safety inspection conclusion submitting method includes the first step of transferring a safety inspection conclusion message to the second step when the safety inspection conclusion message is received and transferring a safety inspection conclusion submitting option to the sixth step when the safety inspection conclusion submitting option is selected, the second step of extracting a key word from the safety inspection conclusion message, the third step of obtaining the weight of the key word according to the frequency of occurrence of the key word, the fourth step of judging whether the weight of the key word meets the preset condition or not and carrying out the fifth step if the weight of the key word meets the preset condition, the fifth step of generating a safety inspection conclusion submitting option corresponding to the key word, and the sixth step of directly submitting the safety inspection conclusion message corresponding to the selected safety inspection conclusion submitting option and updating the weight of the key word corresponding to the selected safety inspection conclusion submitting option. The invention further discloses a safety inspection conclusion submitting device. By means of the safety inspection conclusion submitting method and device, safety inspection conclusions can be submitted through one key, and operation is convenient and fast.

Description

一种安检结论提交方法和装置 One kind of screening methods and conclusions to the apparatus

技术领域 FIELD

[0001] 本发明涉及信息技术领域,具体涉及一种安检结论提交方法和装置。 [0001] The present invention relates to the field of information technology, particularly to a method and apparatus for conclusions to screening.

背景技术 Background technique

[0002] 当前,海关或者边境口岸使用扫描设备对人员或货物进行扫描安检,生成扫描图像,根据扫描图像得出安检结论,例如"空车"、"正常"、等。 [0002] Currently, the border or customs of a scanning device to scan security personnel or goods, generating a scan image, the scanned image draw conclusions based security, such as "empty", "normal", and the like. 得出安检结论的过程通常是:操作人员查看扫描图像,根据扫描图像确定安检结论的类型,以安检结论是"嫌疑"为例,操作人员在操作系统中选择"嫌疑"选项,然后填写详细信息,如"被检物中夹带烟",有时还需要进一步注明进行人工检查,最后将安检结论提交到系统中。 Draw conclusions screening process is usually: the operator to view the scanned image, determine the type of security based on the conclusions of the scanned image to security concluded that the "suspect" for example, the operator selects the "suspect" option in the operating system, and then fill in the details , such as the "subject matter entrained in the smoke", sometimes we need to be further noted manual inspection, the final conclusion will be submitted to the system security.

[0003] 这种操作解决方案虽然能够完成安检结论的提交,但是操作步骤较多,录入信息的操作耗时较长,车辆的通过效率低,当待检车辆较多时可能导致阻塞,而且操作人员的工作量大,存在很大程度的重复操作,人力资源浪费严重。 [0003] This operation is complete security solution even though it can submit conclusions, but the steps are more time-consuming operation information input, low efficiency of vehicles through, when a large vehicle to be tested can cause blocking, and the operator the heavy workload, there is a large degree of repeat, serious waste of human resources.

发明内容 SUMMARY

[0004] 有鉴于此,本发明提出一种安检结论提交方法和装置,在以往输入的安检结论信息的基础上,通过提取关键词,根据关键词的次数计算权重,对于权重符合预设判断逻辑的安检结论可实现一键提交,操作便捷。 [0004] Accordingly, the present invention provides a method of screening and conclusions to the apparatus on the basis of the information security of a conventional input conclusion on, by extracting keywords, keywords according to the number recomputed weights for the weight is determined to satisfy the predetermined logic the security can achieve a key conclusions submitted, easy operation.

[0005] 本发明提供一种安检结论提交方法,包括:S101当接收到一安检结论信息时,转入S102,当一安检结论提交选项被选中时,转入S106 ;S102从安检结论信息中提取关键词; S103根据关键词出现的次数获取该关键词的权重;S104判断关键词的权重是否满足预设条件,如果满足,执行S105 ;S105生成与关键词对应的安检结论提交选项;S106将选中的安检结论提交选项对应的安检结论信息直接提交,并更新选中的安检结论提交选项对应的关键词的权重。 [0005] The present invention provides a screening conclusions to the method comprising: when a security S101 when receiving the conclusion information transferred S102, when conclusions to a security option is selected, transferred to S106; S102 to extract information from the security Conclusion Key words; S103 to obtain the number of times keywords appear in the keyword weight; S104 to determine the weight of keywords meets a preset condition, if met, perform S105; S105 generates keyword corresponding conclusions to the security options; S106 will be selected the right to submit its conclusions to the security options corresponding security information directly to the conclusions, and the conclusions security update submitted by the selected option corresponding keyword heavy.

[0006] 优选地,关键词的权重为关键词的出现次数与该关键词对应的权重因子的乘积。 [0006] Preferably, the weight of keywords as a key product of the number of occurrences of the keyword corresponding to the right weighting factors.

[0007] 优选地,预设条件为关键词的权重大于等于预定阈值。 [0007] Preferably, the predetermined condition is a keyword weight is greater than or equal to a predetermined threshold value.

[0008] 优选地,在S105生成与关键词对应的安检结论提交选项之后,基于安检结论提交选项对应的关键词的权重,对全部安检结论提交选项进行排序。 Right [0008] Preferably, after the generation corresponding to the keyword S105 conclusions to the security options, the option to submit keywords corresponding weight based security conclusion, for all the option to submit security conclusion sort.

[0009] 优选地,在S106更新选中的安检结论提交选项对应的关键词的权重之后,基于安检结论提交选项对应的关键词的权重,对全部安检结论提交选项进行排序。 [0009] Preferably, after the update S106 conclusions to the selected security options corresponding to the weight of keywords, the keywords submitted by weight based on the weight of security options corresponding conclusion, the authors concluded security options for all sorts.

[0010] 本发明还提供一种安检结论提交装置,包括:信息接收模块,用于当接收到一安检结论信息时,触发关键词提取模块;选项监测模块,用于当一安检结论提交选项被选中时, 触发结论提交模块;关键词提取模块,用于从安检结论信息中提取关键词;权重获取模块, 用于根据关键词出现的次数获取该关键词的权重;判断处理模块,用于判断关键词的权重是否满足预设条件,如果满足,触发选项生成模块;选项生成模块,用于生成与关键词对应的安检结论提交选项;结论提交模块,用于将选中的安检结论提交选项对应的安检结论信息直接提交,并更新选中的安检结论提交选项对应的关键词的权重。 [0010] The present invention also provides a screening conclusions to the apparatus, comprising: an information receiving module, configured to, when receiving a security conclusion, trigger keyword extraction module; option monitoring module, configured to, when a security option conclusions to be when selected, the conclusions to the trigger module; keyword extraction module for extracting keywords from the security information conclusions; weight acquiring module, for acquiring the keyword weighting based on the number of keyword appears; determination processing module, for determining the weight of keywords meets a preset condition, if met, trigger options generation module; options for generating module for generating submission options corresponding to the keyword screening conclusions; conclusions to the module, will be presented for the selected security options corresponding conclusions Conclusion the information submitted directly to the right to security and security update selected option conclusions submitted by keywords corresponding weight. toon] 本发明的有益效果:本发明通过智能分析以往输入的安检结论信息,提取结论信息中的关键词,根据关键词出现次数计算权重,对于权重符合预设判断逻辑的关键词,自动生成一键提交选项,可避免操作人员重复输入结论信息的动作,减少了操作人员的操作步骤,安检工作效率高。 Toon] Advantageous Effects of Invention: The present invention is analyzed by a conventional intelligent security information input conclusion, the conclusion information extracted keyword, keyword appears is calculated in accordance with the number of weights, the weights conform to the keywords preset determination logic, automatically generating a to commit the option to avoid repeating the action operator information input conclusion, reducing the steps of the operator, high screening efficiency.

附图说明 BRIEF DESCRIPTION

[0012] 图1是本发明实施例的一键提交安检结论的处理流程图。 [0012] FIG. 1 is a process flow diagram submitted security key conclusion to an embodiment of the present invention.

[0013] 图2是本发明实施例的根据安检结论信息生成一键提交选项的处理流程图。 [0013] FIG. 2 is a process flow diagram submitted key options embodiment of the present invention is generated according to information security conclusions.

[0014] 图3是本发明实施例的安检结论提交装置结构框图。 [0014] FIG. 3 is a block diagram showing the structure of the security apparatus of the present invention conclusion filed embodiment.

[0015] 图4是本发明优选实施例的安检结论提交装置结构框图。 [0015] FIG. 4 is a block diagram of security device of the preferred embodiment of the conclusions of the present invention filed.

具体实施方式 detailed description

[0016] 以下结合附图以及具体实施例,对本发明的技术方案进行详细描述。 [0016] The following embodiments in conjunction with the accompanying drawings and the specific embodiments, the technical solutions of the present invention will be described in detail.

[0017] 本发明通过智能分析安检结论信息,配置一键提交选项,减少人工操作步骤。 [0017] The present invention analyzes the security information through intelligent conclusion, a key arranged to submit option, reducing manual steps. 本发明的安检结论提交方法包括: Conclusion The present invention filed screening method comprising:

[0018] S101 :当接收到一安检结论信息时,转入S102,当一安检结论提交选项被选中时, 转入S106 ; [0018] S101: When receiving a conclusion security information transferred S102, when conclusions to a security option is selected, transferred to S106;

[0019] S102 :从安检结论信息中提取关键词; [0019] S102: extracting keywords from the conclusions security information;

[0020] S103 :根据关键词出现的次数获取该关键词的权重; [0020] S103: Get the number of keyword appears based on the weight of keywords;

[0021] S104 :判断关键词的权重是否满足预设条件,如果满足,执行S105 ; [0021] S104: Judgment on keyword weight meets a preset condition, if so, performing S105;

[0022] S105 :生成与关键词对应的安检结论提交选项; [0022] S105: corresponding to the keyword to generate conclusions to security options;

[0023] S106 :将选中的安检结论提交选项对应的安检结论信息直接提交,并更新选中的安检结论提交选项对应的关键词的权重。 [0023] S106: the selected security screening conclusion conclusions submitted information directly to the corresponding option, and select the security update submitted by keyword conclusion of the option rights corresponding weight.

[0024] 在实际应用场景中,操作人员根据扫描图像的情况判断安检结论的类型和原因, 例如:①结论类型为空车,结论原因为空;②结论类型为嫌疑,结论原因为被检车辆未申报;③结论类型为正常,结论原因为被检车辆所载货物与申报单据匹配;④结论类型为嫌疑,结论原因为该被检车辆涉嫌夹带酒;⑤结论类型为嫌疑,结论原因为该被检车辆涉嫌夹带烟,等等。 [0024] In the practical application scenarios, the operator determines the type of security reasons and conclusions based on where the scanned image, for example: ① Conclusion type empty, empty reasons conclusion; ② type suspected conclusion, the reason for the conclusion of the subject vehicle undeclared; ③ normal type of conclusion, the reason to be matched conclusion cargo vehicle inspection and reporting documents; ④ Conclusion type is suspected, the conclusion is the reason for the suspicion of entrained liquor seized vehicles; ⑤ conclusion type suspect, the reason for that conclusion the test vehicle suspected of entrainment smoke, and so on. 对于一般的安检场合,上述的①、②和③是较为多见的情况,出现频率高,④和⑤是出现频率较低的情况。 For general security applications, the above-described ①, ② and ③ are more common situation, the occurrence of high frequency, ④ and ⑤ are low frequency situation.

[0025] 在本发明的实施例中,可以事先在系统中配置好①、②和③分别对应的一键提交选项,分别标识为"空车放行"、"车辆未申报"和"货物与申报单据匹配"。 [0025] In an embodiment of the present invention may be configured with ①, ② and ③ respectively corresponding to a key filed in the system options, are identified as "empty release", "vehicle undeclared" and "Goods and reporting documents match. " 此处,"一键提交选项"显示在系统界面上,可以按实际需求设计为可点击触发的按钮、可勾选的图形、可选中的区域等形式。 Here, "one-click submission option" is displayed on the system interface can be designed according to the actual needs of the trigger button click, the form can be checked graphics, optional in the area and so on. 本文实施例以"一键提交按钮"为例进行描述。 In the embodiments herein, "a submit button key" described as an example.

[0026] 如图1所示,当某个一键提交按钮被触发时,例如某次的扫描图像显示为空车,操作人员点击"空车放行"按钮之后,系统直接把结论类型为空车和结论原因为空的信息打包,提交到数据存储中,本次安检结论提交完成。 After [0026] As shown, a key when a submit button is triggered, for example, a particular scan of the image display 1 is empty, the operator clicks the "empty release" button, the system directly to the conclusion type empty conclusions and reasons for the empty package of information submitted to the data store, this conclusion submit complete security.

[0027] 在本发明的实施例中,如果某一次的扫描图像属于④或⑤的情况,系统中没有事先配置对应的一键提交按钮,对此,本发明采用如图2的处理流程。 [0027] In an embodiment of the present invention, if a case where a scanned image belongs to ④ or ⑤, the system does not pre-configured key corresponding to a submit button, which, according to the present invention using the processing flow shown in FIG. 2.

[0028] 如图2所示,首先,操作人员向系统录入本次的安检结论信息,以第④种情况为例,操作人员录入结论类型为嫌疑,结论原因为被检车辆涉嫌夹带酒,录入后提交,完成了本次安检结论的人工提交;这时,在后台处理中,系统从接收到的安检结论信息中提取关键词,可采用TFIDF、TextRank、FCM、LDA等算法提取关键词,本实施例中提取出的关键词为"酒"。 [0028] As shown, first, the operator input to the security system of this conclusion information, an example in case of ④, the operator input type suspected conclusion, the reason for the conclusion of the subject vehicle suspected entrained liquor, entry 2 after submitting the completed security of this conclusion manually submitted; in this case, the background process, the system extracts the keyword from the received security information to the conclusion may be employed TFIDF, TextRank, FCM, LDA keyword extraction algorithms, the present Example extracted keyword "wine."

[0029] 其次,根据关键词"酒"的出现次数计算其权重值。 [0029] Next, a weight value which weights calculated according to the number of keywords "wine" appears. 本实施例的关键词权重的计算公式为:权重=出现次数X权重因子,默认情况下关键词的权重因子为1。 Formula weight of the keyword weights present embodiment is: the number of X = weighting factor weights occurs, default keyword weighting factors in the case of 1. 其中,关键词的出现次数就是从操作人员录入的安检结论信息中提取出该关键词的次数。 Wherein the number of occurrences of the number of keywords of the keyword is extracted from the information screening conclusion of the operator input. 关键词的权重因子表征其重要程度,可为固定值,也可随安检进度动态更新。 Keyword weighting factors characterized their importance may be a fixed value or may be dynamically updated with the progress of security.

[0030] 在本发明的一个实施例中,关键词"酒"为首次出现,则出现次数为1,权重因子为1,两者相乘得到权重1。 [0030] In one embodiment of the present invention, the keyword "wine" appears for the first time, the number of occurrences is 1, 1 is a weighting factor, multiplying the two weights 1.

[0031] 在本发明的另一实施例中,关键词"酒"不是首次出现,之前已经出现过19次,则本次出现次数为20,权重因子为1,可得权重为20。 [0031] In another embodiment of the present invention, the keyword "wine" is not the first time, has appeared before 19 times, the number of occurrences of the current 20, a weight factor of 1, the weight 20 can be obtained.

[0032] 再次,判断关键词"酒"的权重是否符合预设判断逻辑,如果符合,生成对应的一键提交按钮。 [0032] Again, it is determined keyword "wine" meets a predetermined weight determination logic, if so, generating a key corresponding submit button. 本发明实施例中设置判断逻辑为权重大于等于设定阈值时进入下一步,否则结束本次处理过程。 Embodiments of the present invention is provided to the decision logic equal weight is greater than the set threshold value to the next step, otherwise, it ends the current process. 假设阈值是10,关键词"酒"的权重20大于阈值,符合判断逻辑,则创建一个名为"夹带酒"的一键提交按钮。 Suppose the threshold value is 10, the keyword "wine" 20 weight larger than the threshold, compliance determination logic, the submit button to create a key called "entrainment wine". 该按钮在下一次安检结论提交时可以使用。 This button can be used when the next screening submit its conclusions. 另外,如果阈值是30,大于关键词"酒"的权重20,则不创建新的按钮,结束本次处理。 In addition, if the threshold is 30, is greater than the keyword "wine" weight 20, a new button is not created, the end of this process.

[0033] 利用上述方案,在后续安检过程中,再遇到第④种情况时,操作人员可以一键点击"夹带酒"按钮,进行一键提交,免去了手动录入安检结论信息的动作。 When [0033] With the above embodiment, in a subsequent screening process, and then encountered case of ④, the operator can click on a button "entrained liquor" button, a key submitted, replacing the manual input operation of information security conclusions.

[0034] 为了更详细地描述本发明,表1示出了一个实施例中系统中存储的关键词及其出现次数、权重因子和权重的信息。 [0034] For the present invention will be described in more detail, Table 1 shows the keywords stored in a system according to the embodiment of the weight and the number of weighting factors and the right message.

[0035] [0035]

Figure CN104091058AD00061

[0036] 表1 [0036] TABLE 1

[0037] 在表1实施例中,假设阈值为10,关键词"烟"和"酒"的权重均符合预设判断逻辑, 这表明,此时系统中已经创建了"夹带烟"和"夹带酒"的一键提交按钮。 [0037] In Table Example 1, assuming a threshold of 10, the keyword "smoke" and "wine" are in line with a predetermined weight determination logic, which indicates that, at this time the system has been created "entrainment smoke" and "entrained wine "one-click submit button. 关键词"放射物"、 "毒品"和"武器"权重小于阈值,不符合预设判断逻辑,系统中尚未创建对应的一键提交按钮。 Key words "radiation", "drugs" and "weapon" weight less than the threshold, does not meet the pre-judgment logic, the system has not yet created a key corresponding submit button.

[0038] 进一步地,可以有针对性地设置关键词的权重因子,如表2所示,增大了关键词"放射物"和"毒品"的权重因子。 [0038] Further, it may be provided with a targeted keyword weighting factors as shown in Table 2, increasing the keyword "radiation" and "drug" are weighting factors. 贝IJ假设阈值仍为10,表2中除关键词"烟"和"酒"之外, 对于关键词"放射物"和"毒品"也符合预设判断逻辑,因此也创建了对应的一键提交按钮。 IJ is assumed that the threshold remains shell 10, Table 2 except keyword "smoke" and "wine", for the keyword "radiation" and "drug" are judged to satisfy the predetermined logical, therefore creating a key corresponding to submit button.

[0039] [0039]

Figure CN104091058AD00071

[0040] 表2 [0040] TABLE 2

[0041] 相对于表1实施例,表2实施例较早地创建了关键词"放射物"和"毒品"的一键提交按钮。 [0041] Table 1 with respect to the submit button Example Table 2 Example earlier created keyword "radiation" and "drugs" a key. 这样的设置提高了对特定关键词的关注度,可应用于海关或者边境口岸等关注货物不一样的场合。 This arrangement increases the attention on specific keywords can be applied to customs or border crossings and other goods concerned are not the same occasion.

[0042] 进一步地,为了实时更新系统中不同关键词的权重,在通过一键提交按钮进行一键提交操作之后,更新该按钮对应关键词的权重的值。 [0042] Further, the system for real-time updates of different keywords weights after performing a commit operation by a key button submit button, the button corresponding to weight update keyword weights. 更新方式是在当前权重基础上加权重因子的值,作为新的权重。 Update method is the weighting value of the weighting factor on a weight basis of the current weight as a new weight. 以更新关键词"毒品"的权重为例,当操作人员点击"夹带毒品" 一键提交按钮后,意味着关键词"毒品"的出现次数多1,权重的增量即为权重因子的值乘以1,在表2实施例中,增量为2X1 = 2,更新后的权重为12+2 = 14。 The right to update the keyword "drugs" weight, for example, when the operator click on the "entrainment drugs" one-click submit button, means that the keyword "drugs" over a number of occurrences, the weight is the weight value increment multiplied by the factor 1, in the table in Example 2, 2X1 = 2 increments, right updated weight 12 + 2 = 14. 也可以直接用出现次数7X权重因子2 =更新后的权重14。 May occur directly after the right number of weighting factors 7X weight update 2 = 14. 更新关键词权重可在一键提交按钮创建条件满足时, 立即创建对应的一键提交按钮。 When updating keyword weight may submit button in a key to create conditions to create a key corresponding submit button once.

[0043] 进一步地,更新关键词权重之后,还可以基于关键词的权重大小,对已有的一键提交按钮进行排序,将权重高的按钮排位在前。 [0043] Further, after updating the keyword weight, also based on keyword weight is greater small, the existing one-click submit button to sort weights former high-ranking button. 由于不同关键词的权重反映不同安检结论的重要性,将各个一键提交按钮按照顺序显示在操作界面,便于操作人员快速地找到重要性高的按钮,完成一键提交,能够更大程度地缩短操作时间。 Depending on the weight of keywords reflect the importance of the conclusions of different security, a key individual submit button in the order shown in the user interface, easy for the operator to quickly find high importance button to complete a key submit, shortened to a greater extent operating time.

[0044] 同样的道理,在图2实施例中生成对应的一键提交按钮之后,也可以根据关键词的权重对一键提交按钮进行排序,将新创建的一键提交按钮列入排序列表中。 [0044] Similarly, in the embodiment, after a key generates a corresponding submit button, can be sorted according to the weight of keywords in a submit button key embodiment of FIG. 2, the newly created key submit button included in a sorted list .

[0045] 表3示出了本发明一个实施例中多个一键提交按钮的排序列表情况,其中置顶在前三位的按钮是系统预先配置的,不是根据关键词权重创建的,排序在4-7的按钮是根据关键词权重创建的。 [0045] Table 3 shows the case where the present invention is an ordered list of a plurality of keys embodiment submit button embodiment, wherein the top button is in the top three pre-configured system is not created according to the keyword weights, ordering 4 -7 buttons are created based on keyword weight. 表3实施例的权重从高到低的关键词是"酒"、"烟"、"毒品"、"放射物", 与此对应地,排序在4-7的一键提交按钮为:"夹带酒"、"夹带烟"、"夹带毒品"、"夹带放射品"。 Table 3 Example heavy weight descending keyword is "wine", "smoke", "drug", "radiation", and in correspondence to this, a sort key in the submit button 4-7 is: "entrained wine "," entrainment smoke "," entrainment drugs "," entrained radioactive materials. "

[0046] [0046]

Figure CN104091058AD00081

[0047] 表3 [0047] TABLE 3

[0048] 在表3实施例中,系统界面上显示的一键提交按钮顺序为:"空车放行"、"车辆未申报"、"货物与申报单据匹配"、"夹带酒"、"夹带烟"、"夹带毒品"、"夹带放射物"。 [0048] Example 3 in Table, the order of a submit button keys displayed on the system interface: "empty release", "vehicle undeclared", "Goods and declaration documents match", "entrainment wine", "entrained tobacco "" entrainment drugs "," entrainment radiation. " 操作人员只要点击相应的一键提交按钮,就能完成安检结论的提交,人工操作步骤少,提交速度快, 安检效率高。 The operator clicking a button corresponding submit button to submit conclusions to complete security, less manual steps, submitted speed, high security efficiency.

[0049] 相应地,本发明还提供一种安检结论提交装置100,参照图3,包括: [0049] Accordingly, the present invention also provides a screening conclusions to the apparatus 100, with reference to FIG. 3, comprising:

[0050] 信息接收模块10,用于当接收到一安检结论信息时,触发关键词提取模块14 ; [0050] The information receiving module 10, configured to, when receiving a security conclusion, trigger keyword extraction module 14;

[0051] 选项监测模块12,用于当一安检结论提交选项被选中时,触发结论提交模块22 ; [0051] Options monitor module 12, configured to, when a security conclusions to the option is selected, the trigger conclusions to the module 22;

[0052] 关键词提取模块14,用于从安检结论信息中提取关键词; [0052] The keyword extraction module 14 for extracting keywords from the security information conclusions;

[0053] 权重获取模块16,用于根据关键词出现的次数获取该关键词的权重; [0053] The weight obtaining module 16, configured to obtain the weight of keywords based on the number of keyword appears;

[0054] 判断处理模块18,用于判断关键词的权重是否满足预设条件,如果满足,触发选项生成模块20 ; 18, the right keywords for determining [0054] the weight determination processing module meets a preset condition, if so, triggering options generation module 20;

[0055] 选项生成模块20,用于生成与关键词对应的安检结论提交选项; [0055] Option generation module 20, for generating a corresponding keyword conclusions to security options;

[0056] 结论提交模块22,用于将选中的安检结论提交选项对应的安检结论信息直接提交,并更新选中的安检结论提交选项对应的关键词的权重。 Right [0056] conclusions to the module 22 is configured to submit the conclusions security information corresponding to the selected security options directly to conclusions, and the conclusions security update submitted by the selected option corresponding keyword heavy.

[0057] 其中,权重获取模块16获取的关键词的权重为关键词的出现次数与该关键词对应的权重因子的乘积。 [0057] wherein the weight keyword acquisition module 16 acquires the weighting factor of the weighted product weight is the number of occurrences of the keywords corresponding to the keyword.

[0058] 其中,判断处理模块18采用的预设条件为关键词的权重大于等于预定阈值。 [0058] The preset condition determination processing module 18 is used as a key equal weight is greater than a predetermined threshold value.

[0059] 进一步地,安检结论提交装置还包括第一选项排序模块24,如图4,用于在选项生成模块生成与关键词对应的安检结论提交选项之后,基于安检结论提交选项对应的关键词的权重,对全部安检结论提交选项进行排序。 Keywords [0059] Further, the security means further comprises a first conclusions to sort option module 24, as shown in FIG 4, after a generation module generates the option corresponding to the keyword conclusions to the security options, the option to submit the corresponding conclusions based security weight, submit to all security options to sort conclusion.

[0060] 进一步地,安检结论提交装置还包括第二选项排序模块26,用于在结论提交模块更新选中的安检结论提交选项对应的关键词的权重之后,基于安检结论提交选项对应的关键词的权重,对全部安检结论提交选项进行排序。 After [0060] Further, the security device further comprises a second conclusions to sort option module 26, the module for submitting the selected conclusion updated security options corresponding conclusions to the weight of keywords, keywords corresponding to the option to submit security based on conclusions weight, submit to all security options to sort conclusion.

[0061] 在本发明的实施例中,可以采用的一键提交方式可有多种,例如:鼠标单次点击、 键盘单次点击、键盘组合键单次点击、触摸屏单次点击、触摸屏长点击、触摸屏滑动、触摸屏划过特殊图案、特殊手势、特殊动作如多次眨眼等。 [0061] In an embodiment of the present invention, a key delivery method may be employed can have a variety, such as: a single mouse click, keyboard-per-click, keyboard combinations CPC, the touch screen-per-click, touch screen long click , a touch screen is slid across the touch screen special symbol, a special gesture, such as multiple special actions like blinking.

[0062] 对于本发明可采用的关键词提取算法,做以下介绍: [0062] For the keyword extracting algorithm of the present invention may be employed to do the following description:

[0063] TF-IDF (term frequency - inverse document frequency)是一种用于资讯检索与文本挖掘的常用加权技术,用以评估一字词对于一个文件集或一个语料库中的其中一份文件的重要程度。 [0063] TF-IDF (term frequency - inverse document frequency) is an important term for a common weighting techniques of information retrieval and text mining, for assessment of a file or a set of one of the documents in the corpus of degree. 字词的重要性随着它在文件中出现的次数成正比增加,但同时会随着它在语料库中出现的频率成反比下降。 The importance of words as the number of times it appears in the file is proportional to the increase, but will also decrease as the frequency is inversely proportional to its appearance in the corpus.

[0064] TextRank通过把文本分割成若干组成单元并建立图模型,利用投票机制对文本中的重要成分进行排序,仅利用单篇文档本身的信息即可实现关键词抽取。 [0064] TextRank by the text unit into a number of components and build graphical models, an important component of the voting mechanism using text sort keyword extraction can be realized only by a single piece of information the document itself.

[0065] FCM(Flow Cytometry/financal capacity model)是一种基于划分的聚类算法,算法的思想是使得被划分到同一簇的对象之间相似度最大,而不同簇之间的相似度最小。 [0065] FCM (Flow Cytometry / financal capacity model) is divided based on a clustering algorithm, so that the idea of ​​the algorithm is a similarity between the object is classified into the same cluster, and the smallest degree of similarity between the different clusters. 模糊C均值算法是普通C均值算法的改进,普通C均值算法对于数据的划分是硬性的,而FCM 则是一种柔性的模糊划分。 Fuzzy C-means algorithm is to improve the ordinary C-means algorithm, the ordinary C-means algorithm for data partitioning is rigid, but flexible FCM is a fuzzy partition.

[0066] LDA(Linear Discriminant Analysis)算法的基本思想是将高维的模式样本投影到最佳鉴别矢量空间,以达到抽取分类信息和压缩特征空间维数的效果,投影后保证模式样本在新的子空间有最大的类间距离和最小的类内距离,即模式在该空间中有最佳的可分离性。 [0066] LDA (Linear Discriminant Analysis) The basic idea is to sample the high-dimensional pattern projected onto the optimal discriminant vector space in order to achieve compression and classification information extracting feature space dimensionality effects, rear projection mode to ensure that the new sample the sub-space distance and the minimum of the maximum distance between the class-based, i.e. have the best mode of the separable in this space. 因此,LDA是一种有效的特征抽取方法。 Thus, LDA is an effective feature extraction. 使用这种方法能够使投影后模式样本的类间散布矩阵最大,并且同时类内散布矩阵最小。 Between two classes using this method enables the projection mode, the maximum sample scatter matrix, and simultaneously the smallest within-class scatter matrix. 能够保证投影后模式样本在新的空间中有最小的类内距离和最大的类间距离,即模式在该空间中有最佳的可分离性。 To ensure that the projection pattern samples have the largest distance between the classes and the minimum distance in a new class of space, i.e., has the best model separability in this space.

[〇〇67]以上,结合具体实施例对本发明的技术方案进行了详细介绍,所描述的具体实施例用于帮助理解本发明的思想。 [〇〇67] above, in conjunction with specific technical solution of the present invention has been described in detail embodiments, specific embodiments are described to aid in understanding the inventive idea. 本领域技术人员在本发明具体实施例的基础上做出的推导和变型也属于本发明保护范围之内。 Made basic to those skilled in the embodiment of the present invention, the derivation and modifications also fall within the scope of the present invention.

Claims (10)

1. 一种安检结论提交方法,其特征在于,包括: 5101 :当接收到一安检结论信息时,转入S102,当一安检结论提交选项被选中时,转入S106 ; 5102 :从所述安检结论信息中提取关键词; 5103 :根据所述关键词出现的次数获取该关键词的权重; 5104 :判断所述关键词的权重是否满足预设条件,如果满足,执行S105 ; 5105 :生成与所述关键词对应的安检结论提交选项; 5106 :将选中的安检结论提交选项对应的安检结论信息直接提交,并更新所述选中的安检结论提交选项对应的关键词的权重。 An conclusions to the screening method, comprising: 5101: When receiving a conclusion security information transferred S102, when conclusions to a security option is selected, the process proceeds S106; 5102: from the screening Conclusion the information extracted keywords; 5103: obtaining the number of times the keyword appears in accordance with the weight of the keyword weight; 5104: determination of the weight of keywords meets a preset condition, if so, performing S105; 5105: generating the corresponding to the keyword mentioned conclusions to security options; 5106: conclusions to the selected security options corresponding to information security Conclusion directly to, and updating the selected security options right conclusions to the keyword corresponding weight.
2. 如权利要求1所述的安检结论提交方法,其特征在于,其中,关键词的权重为关键词的出现次数与该关键词对应的权重因子的乘积。 2. Conclusion The security requested claim 1, characterized in that, where the keywords of the weights for the weighted product of the number of occurrences of keyword corresponding to the keyword weighting factors.
3. 如权利要求1所述的安检结论提交方法,其特征在于,所述预设条件为关键词的权重大于等于预定阈值。 Conclusion The security as claimed in claim 1 submission method, wherein said predetermined condition is a keyword weight is greater than or equal to a predetermined threshold value.
4. 如权利要求1所述的安检结论提交方法,其特征在于,在S105生成与所述关键词对应的安检结论提交选项之后,所述方法还包括: 基于安检结论提交选项对应的关键词的权重,对全部安检结论提交选项进行排序。 4. Conclusion The security requested claim 1, characterized in that, after the submission of the keyword corresponding options in security S105 generating conclusion, the method further comprising: submitting a keyword-based security options correspond to conclusions weight, submit to all security options to sort conclusion.
5. 如权利要求1所述的安检结论提交方法,其特征在于,在S106更新所述选中的安检结论提交选项对应的关键词的权重之后,所述方法还包括: 基于安检结论提交选项对应的关键词的权重,对全部安检结论提交选项进行排序。 5. Conclusion The security submission method of claim 1, wherein updating the selected security S106 submitted after the conclusion of the keywords corresponding to the option the right weight, said method further comprising: based security options correspond submitted conclusions the weight of keywords, submission of security options for all sorts conclusion.
6. -种安检结论提交装置,其特征在于,包括: 信息接收模块,用于当接收到一安检结论信息时,触发关键词提取模块; 选项监测模块,用于当一安检结论提交选项被选中时,触发结论提交模块; 关键词提取模块,用于从所述安检结论信息中提取关键词; 权重获取模块,用于根据所述关键词出现的次数获取该关键词的权重; 判断处理模块,用于判断所述关键词的权重是否满足预设条件,如果满足,触发选项生成模块; 选项生成模块,用于生成与所述关键词对应的安检结论提交选项; 结论提交模块,用于将选中的安检结论提交选项对应的安检结论信息直接提交,并更新所述选中的安检结论提交选项对应的关键词的权重。 6. - conclusions to the kind of security means, characterized by comprising: an information receiving module, configured to, when receiving a security conclusion, trigger keyword extraction module; option monitoring module, configured to, when a security option is selected conclusions to is triggered conclusions to the module; keyword extraction module for extracting keywords from the security information conclusions; weight acquiring module, for acquiring the keyword weight according to the number of times the keyword appears; determining a processing module, determining weights for the weight of the keyword meets a preset condition, if so, triggering options generating module; option generation means for generating the keyword corresponding conclusions to security options; conclusions to the module for the selected the security options corresponding conclusions to the conclusions security information directly to and update the selected security options right conclusions submitted by keyword corresponding weight.
7. 如权利要求6所述的安检结论提交装置,其特征在于,所述权重获取模块获取的关键词的权重为关键词的出现次数与该关键词对应的权重因子的乘积。 7. Conclusion The security claimed in claim 6, said issuing means, wherein, obtaining the product of the weight weight weight keyword obtaining module weight of the number of occurrences of keywords corresponding to the keyword weighting factors.
8. 如权利要求6所述的安检结论提交装置,其特征在于,所述判断处理模块采用的所述预设条件为关键词的权重大于等于预定阈值。 Conclusion security as claimed in claim 6, said issuing means, wherein the processing module is determining the preset condition is a keyword weight is greater than equal to a predetermined threshold value.
9. 如权利要求6所述的安检结论提交装置,其特征在于,还包括: 第一选项排序模块,用于在所述选项生成模块生成与所述关键词对应的安检结论提交选项之后,基于安检结论提交选项对应的关键词的权重,对全部安检结论提交选项进行排序。 9. The conclusions of the security device according to claim 6, submitted, characterized in that, further comprising: after the first sorting module option, options for the generation module generates the keyword corresponding conclusions to security options, based on security options corresponding conclusions to the weight of keywords, submission of security options for all sorts conclusion.
10. 如权利要求6所述的安检结论提交装置,其特征在于,还包括: 第二选项排序模块,用于在所述结论提交模块更新所述选中的安检结论提交选项对应的关键词的权重之后,基于安检结论提交选项对应的关键词的权重,对全部安检结论提交选项进行排序。 10. The security of the conclusions claim 6 issuing means, characterized by further comprising: a second sorting module option for the right conclusions to the security module to update the conclusions to the option selected keyword corresponding weight after submission based security option corresponds to the conclusions weight of keywords, submission of security options for all sorts conclusion.
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