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VeröffentlichungsnummerCN104091058 A
PublikationstypAnmeldung
AnmeldenummerCN 201410302637
Veröffentlichungsdatum8. Okt. 2014
Eingetragen27. Juni 2014
Prioritätsdatum27. Juni 2014
Auch veröffentlicht unterWO2015196824A1
Veröffentlichungsnummer201410302637.6, CN 104091058 A, CN 104091058A, CN 201410302637, CN-A-104091058, CN104091058 A, CN104091058A, CN201410302637, CN201410302637.6
Erfinder凌敏, 李苏祺
Antragsteller北京君和信达科技有限公司
Zitat exportierenBiBTeX, EndNote, RefMan
Externe Links:  SIPO, Espacenet
Safety inspection conclusion submitting method and device
CN 104091058 A
Zusammenfassung
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.
Ansprüche(10)  übersetzt aus folgender Sprache: Chinesisch
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。 A screening submit its conclusions method comprising: 5101: When receiving a conclusion security information into the S102, when a security conclusions to the option is checked into the S106; 5102: from the security Conclusion The information extracted keywords; 5103: the keyword weights based on the number of the access key words; 5104: to determine the weight of keywords meets a preset condition, if satisfied, execution S105; 5105: Formation and the said keyword corresponding conclusions to the security options; 5106: the selected security options corresponding conclusions to the conclusion the security of information submitted directly and update security conclusions to the selected option right keywords 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. The security Conclusions 1. The method of claim submission, wherein, wherein the weight of keywords right for the number of occurrences of keywords with the keyword corresponding weight factor of the product.
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。 Conclusions security one of the submitted claim, characterized in that the pre-conditions for the keyword weight is greater than 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。 The security Conclusions 1. The method of claim submission, wherein after the submission of the options with the keyword corresponding security S105 generate conclusions, the method further comprises: submission option corresponds keywords conclusions based security weight commit option for all sorts of security conclusions.
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. The security Conclusions 1. The method of claim submission, characterized in S106 to update the conclusions to the selected security options right keywords corresponding weight after, the method further comprises: submission option corresponds to conclusions based security Keywords weights commit option for all sorts of security conclusions.
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. - kind of conclusions to the security apparatus, comprising: an information receiving module for security when receiving a conclusion, trigger keyword extraction module; monitoring module options for when a security option is selected submit its conclusions When triggered submit its conclusions to the module; keyword extraction module for extracting keywords from the conclusion of the security information; weight acquisition module for acquiring the keyword weights according to the number of times the keyword appears; judgment processing module, for determining the weight of keywords meets a preset condition, if met, trigger the option to generate module; option to generate a module for generating the keyword corresponding conclusions to the security options; conclusions to the module for the selected Conclusion Information security screening conclusions to be submitted directly to the corresponding option and update the selected security right conclusions to the keyword weight corresponding to the option.
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 security claim 6, wherein the issuing means, wherein the weight acquired right keywords right modules get a weight of keywords and number of occurrences of the keyword corresponding weight factor of the product.
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。 8. claimed in claim 6, wherein the security means to submit conclusions, characterized in that said determination processing module uses 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 security of claim 6, wherein the conclusions submitted apparatus characterized by further comprising: a first option after sorting module, the options for generating module generates the keyword corresponding conclusions to the security options, based on security options corresponding conclusions to the weight of keywords, commit option for all sorts of security conclusions.
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 claim 6, wherein the conclusions submitted apparatus characterized by further comprising: a second options Sort module for power module updates the conclusions to the security of the conclusions to the option selected keywords corresponding weight After submission option corresponds to conclusions based on the weight of keywords screening, sorting submit options for all security conclusions.
Beschreibung  übersetzt aus folgender Sprache: Chinesisch
一种安检结论提交方法和装置 One kind of screening submit its conclusions to a method and apparatus

技术领域 Technical 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, in particular to a method and apparatus for screening submit its conclusions.

背景技术 Background

[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, customs or border crossings using scanning equipment to scan security personnel or cargo, generating a scanned image, based on the scanned image draw conclusions security, such as "empty", "normal", and so on. 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 conclusions based on the scanned image to security concluded that "suspect" for example, the operator selects "suspect" option in the operating system, and then fill in the details such as "subject matter is entrained in the smoke", sometimes also indicated the need for further manual inspection, the final conclusions will be submitted to the security system.

[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] Although this operation to complete security solution submit conclusions, but the steps are more time-consuming operation information input, low efficiency of the vehicle through, when more vehicles to be tested may cause obstruction, and the operator heavy workload, there is a large degree of repeat, serious waste of human resources.

发明内容 DISCLOSURE

[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] In view of this, the present invention provides a method and apparatus for screening submit its conclusions, conclusions on the basis of security information entered on the past, by extracting keywords, the number of calculations based on keyword weight for weight in line with pre-judgment logic The screening results can achieve a key submit, 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 method of screening submit its conclusions, including: S101 when receiving the conclusions of a security information, into S102, when a security conclusions to the option is checked into the S106; S102 extract conclusions from the information security Key words; S103 Get keyword appears based on the number of the keyword weight; S104 determine whether the weight of keywords pre-conditions are met, if met, execute S105; S105 generates keyword corresponding conclusions to the security options; S106 will be selected the right to security of information security Conclusion conclusions to be submitted directly corresponds to the option, and submit its conclusions to the security update option selected keywords corresponding weights.

[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 right is the number of occurrences of keywords and the keyword corresponding weight factor of the product.

[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 pre-conditions for the keyword weight is greater than 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 S105 generates keyword corresponding conclusions to the security options, the option to submit a keyword corresponding conclusions based security heavy, submit options for all sorts of security conclusions.

[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, the S106 security update selected keywords corresponding conclusions to the option after the weight-based security option to submit its conclusions to the right keywords corresponding weight, to submit options for all sorts of security conclusions.

[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 device, comprising: an information receiving module for security when receiving a conclusion, trigger keyword extraction module; monitoring module options for when a security option conclusions to be When selected, the trigger submit its conclusions to the module; keyword extraction module for extracting keywords from the security information in the conclusion; weight acquisition module for acquiring the keyword weight according to the number of key words; a determination processing module for judging Keywords weight meets a preset condition, if met, trigger option generation module; option to generate module for generating and keywords corresponding conclusions to the security options; conclusions to the module for the selected option corresponding conclusions to security Conclusion The information submitted directly to the security right, and update security conclusions to the option selected keywords corresponding weights. 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] the beneficial effects of the present invention: The present invention analyzed by intelligent security information entered before concluding, information extraction conclusion of keywords, the number of calculations based on key words weights, weights in line with pre-judge the logic of keywords, automatically generate a Key submit option, the operator can avoid repeating information input conclusion movements, 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 key conclusion of the process to submit security flowchart of 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 an embodiment of the present invention generates a key process flowchart submit option conclusions based on security information.

[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 screening conclusion embodiment of the present invention to submit a block diagram of apparatus.

[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 screening the conclusion of the preferred embodiment of the invention a block diagram of apparatus submitted.

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 conjunction with the drawings and 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 is analyzed by intelligent conclusions security information, configure a key submission options, reduce manual steps. 本发明的安检结论提交方法包括: Screening to submit the conclusions of the present invention 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: Upon receipt of the conclusion of a security information into the S102, when a security conclusions to the option is checked into the S106;

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

[0020] S103 :根据关键词出现的次数获取该关键词的权重; [0020] S103: according to the number of times keywords appeared to get 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: determine the weight of keywords meets a preset condition, if satisfied, execution S105;

[0022] S105 :生成与关键词对应的安检结论提交选项; [0022] S105: generate keyword corresponding conclusions to the 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 options corresponding conclusions to the security of information submitted directly to the conclusions, and conclusions to the security update selected option right keywords 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 practical application scenarios, the operator is determined according to the situation of the scanned image and the type of security conclusions reasons, such as: ① empty conclusions type Conclusions reason is empty; ② conclusion type suspect, the reason for the conclusion of the subject vehicle Undeclared; ③ conclusion type as normal, concluding reason to be matched vehicle and cargo inspection declaration documents; ④ Conclusion type suspect, the reason for this conclusion is suspected of entrained liquor seized vehicles; ⑤ Conclusions type suspect, the reason for this conclusion entrainment vehicle was seized on suspicion of 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 situation, the above ①, ② and ③ are more common case, the emergence of high frequency, ④ and ⑤ are less frequent 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 can be pre-configured in the system is good ①, ② and ③ respectively corresponding to a key submission 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, the "one-click submission option" is displayed on the system interface, you can design according to the actual needs of the button clickable trigger, check the form of 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。 Examples herein to "one-click the submit button," 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 the [0026] 1, when a one-click the submit button is triggered, for example, a scanned image of a particular display is empty, the operator click on the "empty release" button, the system directly to the conclusion of type empty reasons and conclusions empty information package submitted to the data store, this security conclusions to complete.

[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, once the case if a scanned image belongs to ④ or ⑤, the system does not have a pre-configured key corresponding submit button, this, the present invention uses the processing flow shown in Figure 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, the first entry to the system operator's security conclusion of this information to the first ④ case, for example, the operator types the suspect entered the conclusions, the reasons for the conclusion of the subject vehicle suspected of entrained liquor, entry 2 After submitting completed conclusion of this security manual submission; in this case, the background process, the system extracts keywords from the received security information in conclusion, it can be TFIDF, TextRank, FCM, LDA algorithms to extract keywords, present examples 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, calculate the weight value based on the keyword "wine" number of occurrences. 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。 Keyword weight calculation formula of the present embodiment is as follows: Weight = occurrences of X weight factor, default keyword weighting factor 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。 Among them, the number of occurrences of the keyword is extracted from the security Conclusion keyword frequency information entered in the operator. 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。 Keywords weighting factors characterize its importance, can be a fixed value, it can also be dynamically updated with security progress.

[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" appeared for the first time, the number of occurrences of a weighting factor of 1, both obtained by multiplying the weight 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 19 times before, the number of occurrences of this 20, a weighting factor of 1, we can get a weight of 20.

[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, judgment keyword "wine" pre-judge whether the weight of logic, if so, to generate a corresponding button 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 invention set right decision logic to enter the next major than or equal to the set threshold value, or the end of this 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 is 10, keyword "wine" weights 20 exceeds the threshold value, in line with decision 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 security conclusions submitted. 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。 Further, if the threshold is 30, higher than the keyword "wine" weights 20, 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 the [0033] With the above scheme, in a subsequent screening process, and then encountering the first ④ case, the operator can click on a button "entrained liquor" button to submit one-click, eliminating the need for manual entry of information security concluding action.

[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 in Table 1 illustrates an embodiment of keywords stored in the system and the number of weighting factors and weights 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 1 embodiment, assuming a threshold of 10, keyword "smoke" and "wine" weights are in line with pre-judgment logic, suggesting that this time the system has been created "entrainment smoke" and "entrained wine "a key 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 been 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 can be targeted to set keyword weighting factors, as shown in Table 2, increasing the keyword "radiation" and "drug" weighting factor. 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。 Tony IJ threshold hypothesis is still 10, Table 2, except for the keyword "smoke" and "wine", the key words "radiation" and "drug" is also in line with pre-judgment logic, it is also creating a corresponding key 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] with respect to a key table in Example 1, Table 2 Example earlier created the keyword "radiation" and "drug" submit button. 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。 Such an arrangement increases the attention on specific keywords can be used in customs or border crossings and other concerned goods is not the same situation.

[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, in order to update the system in real time the different weight of keywords in one-click operation by submitting a bond submit button, update the button corresponding to the value of the weight of keywords. 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。 Regeneration is a weighting factor values in the current heavy weight basis, as 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。 To update the keyword "drugs" weights, for example, when the operator click on the "entrainment drugs" a key to the submit button, which means the keyword "drugs" number of occurrences of one more, weight is the weight of the incremental value of the multiplier factor 1, in the embodiment in Table 2, in increments of 2X1 = 2, the right of the 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。 Can also use the right frequency 7X weighting factor 2 = updated weighs 14 appears. 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 on a key to create the conditions to meet the immediate creation of a key corresponding to the submit button.

[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 keyword weight, also based on the magnitudes of the right keywords, the existing one-touch button to submit sort, the buttons ranking high weight first. 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。 Due to the different weights reflect the importance of keyword different conclusions security, a key individual submit button in the order shown in the user interface, easy to operate quickly find high importance to finish one key submit, be 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。 By the same token [0044] In Fig. 2 embodiment, after generating a key corresponding submit button can also be sorted according to the weight of a key keyword submit button, a key to the submit button included in the newly created 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 illustrates the present invention is a sorted list of cases more than one key example of the implementation of the submit button, which top the top three buttons are pre-configured system, not based on keyword weight created sort 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"。 Right Example Table 3 Low weight is the key word "wine", "smoke", "drugs", "radiation", and this corresponds to the sort key 4-7 in a submit button is: "entrained wine "," entrained smoke "," entrainment drugs "," entrained radioactive product. "

[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] In Table 3 embodiment, a key sequence on the submit button interface display system as: "empty release", "Vehicle undeclared", "Goods and declaration documents match", "entrainment wine", "entrained tobacco "" entrainment drugs "," entrained 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 simply click a button to submit the appropriate button to complete the screening conclusions submitted, less manual steps, submission speed, high screening 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 apparatus 100 to submit conclusions, 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 for security when receiving a 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] Option monitoring module 12 for security when a conclusion to submit option is selected, the trigger submit its 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] keyword extraction module 14 for extracting keywords from the security information in the conclusion;

[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 acquisition module 16 for acquiring the keyword weights based on the number of key words;

[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 ; [0054] The determination processing module 18, the right to determine whether a preset keyword weight conditions are met, if met, trigger options generating 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 generates a module 20 for generating a keyword corresponding conclusions to the 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] submit its conclusions to the module 22 for the selected security options corresponding conclusions to the conclusion the security of information submitted directly and update security conclusions to the option selected keywords corresponding weights.

[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 of the keyword acquisition module 16 acquires the weight of the number of occurrences of keywords and the keyword corresponding weight factor of the product.

[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] wherein the preset condition determination processing module 18 uses the keyword weight is greater than equal to 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。 [0059] Further, the conclusions submitted security apparatus also includes a first option order module 24, as shown in Figure 4, after the options for generating module generates keywords corresponding conclusions to the security options, based on the conclusions submitted security options corresponding keywords weights commit option for all sorts of security conclusions.

[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 the [0060] Further, the conclusions submitted security apparatus further comprises a second option ordering module 26 for the conclusions to the module updates the selected security options corresponding conclusions to the weight of keywords, keyword submission option corresponds to conclusions based security weight commit option for all sorts of security conclusions.

[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 can be used in a key submission can have a variety, for example: your mouse clicks, keyboard-per-click, keyboard combinations-per-click, touch screen-per-click, touch screen long click touch screen slide across the touch screen in a specific pattern, a special gesture, special moves such as multiple blinking like.

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

[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) set a term for a file or a corpus which is an important document information retrieval and text mining techniques for common weighting to assess 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 directly proportional to the increase, but at the same time as the frequency is inversely proportional to its decline appears 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 is divided into a number of constituent elements and build graphical models using the voting mechanism is an important component of the text sort, using only a single piece of information about the document itself can be realized keyword extraction.

[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 a clustering algorithm based on partition, idea is to make is divided into the same degree of similarity between the largest cluster of objects, and different similarity between the smallest cluster. 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 an ordinary C-means algorithm improvements, ordinary C-means algorithm for data classification 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 extract classified information and the compression feature space dimension effect, rear projection assurance model in the new sample subspace class distance and minimum distance between the largest class, that model has the best separability in the space. 因此,LDA是一种有效的特征抽取方法。 Therefore, LDA is an effective feature extraction method. 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。 Room after using this method enables the projection model samples of the largest class scatter matrix, and at the same time minimize the 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 projected pattern sample class minimum distance and maximum distance between the classes in the new space, that model has the best separability in the 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。 Above [〇〇67], with specific embodiments of the present invention to technology described in detail, specific embodiments described to aid in understanding the inventive concept. 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 on the basis of those skilled in the particular embodiment of the present invention, the derivation and variations are also within the scope of the present invention.

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