CN110245055A - A kind of keyword alarm method and device based on log - Google Patents

A kind of keyword alarm method and device based on log Download PDF

Info

Publication number
CN110245055A
CN110245055A CN201910436250.2A CN201910436250A CN110245055A CN 110245055 A CN110245055 A CN 110245055A CN 201910436250 A CN201910436250 A CN 201910436250A CN 110245055 A CN110245055 A CN 110245055A
Authority
CN
China
Prior art keywords
notice
alarm
keyword
content
log
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201910436250.2A
Other languages
Chinese (zh)
Other versions
CN110245055B (en
Inventor
谢文
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Ping An Technology Shenzhen Co Ltd
Original Assignee
Ping An Technology Shenzhen Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ping An Technology Shenzhen Co Ltd filed Critical Ping An Technology Shenzhen Co Ltd
Priority to CN201910436250.2A priority Critical patent/CN110245055B/en
Publication of CN110245055A publication Critical patent/CN110245055A/en
Application granted granted Critical
Publication of CN110245055B publication Critical patent/CN110245055B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/32Monitoring with visual or acoustical indication of the functioning of the machine
    • G06F11/324Display of status information
    • G06F11/327Alarm or error message display

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Telephonic Communication Services (AREA)

Abstract

The embodiment of the invention discloses a kind of keyword alarm method based on log, comprising: receive the device Run Log that the network equipment is submitted, search whether that there are any alarm keywords in preset alarm set of keywords in the device Run Log;If there are any alarm keywords in the device Run Log, at least one notice keyword is extracted in the device Run Log according to preset notice set of keywords;At least one corresponding alarm notification content of notice keyword is obtained according to notice set of keywords mapping table, and carries out the verbal announcement information that splicing generates the network equipment with target alarms notice template;Voice communication is established with designated equipment, is successfully established verbal announcement information described in rear voice broadcast.The present invention also proposes a kind of keyword alarm device based on log accordingly.Using the present invention, alarm notification information is simplified, improves the playing efficiency and comprehensibility and alarming processing efficiency of warning information.

Description

A kind of keyword alarm method and device based on log
Technical field
The present invention relates to field of computer technology more particularly to a kind of keyword alarm methods and device based on log.
Background technique
With the rapid development of the technologies such as computer, network, network needed for leading to same project or the same area etc. is set Standby various, application program is complicated, if breaking down in network equipment operational process, carrying out malfunction elimination is a huge work Journey, therefore, warning technology just seem increasingly important.Nowadays, generally there are special network equipment maintenance personnel to the network equipment Carry out real-time servicing, but once break down, generally in such a way that system reports an error and is gradually checked to the network equipment into Row maintenance, to find that failure solves the problems, such as, realizes the reparation of failure really in this way, but since project amount is big, causes whole The process that a investigation solves failure especially takes time and effort, it is also possible to the normal operation for delaying engineering, unless there are backup network.
Certainly, the network equipment can also generate corresponding running log in the process of running, describe the operation of the network equipment Process and associated documents generate as a result, network equipment maintenance personnel can also read log, to obtain the announcement recorded in log Alert information carries out investigation solution to failure, but due to the complexity of operational process, result in the running log of the network equipment compared with It is long, the time and efforts that relevant warning information expends maintenance personnel, and journal displaying phase are searched from more log information The comprehensibility for closing information is not high, leads to the efficiency for reducing alarming processing.
Summary of the invention
Based on this, for solve it is mentioned above search relevant warning information in more log information and take time and effort, And the comprehensibility of journal displaying relevant information is not high, cause alarming processing efficiency reduce the technical issues of, provided one kind Keyword alarm method based on log.
On the one hand the embodiment of the present invention provides a kind of keyword alarm method based on log, comprising:
Receive the device Run Log that the network equipment is submitted;
Search whether that there are any alarm keywords in preset alarm set of keywords in the device Run Log;
If there are any alarm keywords in the device Run Log, existed according to preset notice set of keywords At least one notice keyword is extracted in the device Run Log;
It is corresponding that at least one of described device Run Log notice keyword is obtained according to notice set of keywords mapping table Alarm notification content, the notice set of keywords mapping table includes the corresponding alarm notification content of each notice keyword;
Template is notified according at least one described corresponding alarm notification content of notice keyword and preset target alarms Splicing result generate the verbal announcement information of the network equipment;
Request establishes voice communication with designated equipment, and after the voice communication is successfully established, Xiang Suoshu designated equipment Verbal announcement information described in voice broadcast.
Wherein, described to be notified according at least one corresponding alarm notification content of notice keyword and preset target alarms The splicing result of template generates the verbal announcement information of the network equipment, comprising:
Determine at least one the corresponding content of announcement class of notice keyword extracted in the device Run Log Type, at least one described corresponding content of announcement type of notice keyword includes network device identity, alarm time of origin, alarm Position, alarm event mark or alarm event explanation occurs;
It is determined from multiple alarm notification templates according at least one described corresponding content of announcement type of notice keyword Corresponding goal notification template voice, the goal notification template voice include that at least one described notice keyword is corresponding logical Know the content point of addition of content type;
By at least one described corresponding alarm notification Content Transformation of notice keyword at least one alarm notification voice;
According at least one described corresponding content of announcement type of notice keyword, at least one described notice alarm is closed The corresponding alarm notification voice of key word is respectively added to correspond to the content addition of content of announcement type in goal notification template voice Position generates the verbal announcement information of the network equipment.
Wherein, described to be notified according at least one corresponding alarm notification content of notice keyword and preset target alarms The splicing result of template generates the verbal announcement information of the network equipment, comprising:
Determine at least one the corresponding content of announcement class of notice keyword extracted in the device Run Log Type, at least one described corresponding content of announcement type of notice keyword includes network device identity, alarm time of origin, alarm Position, alarm event mark or alarm event explanation occurs;
It is determined from multiple alarm notification templates according at least one described corresponding content of announcement type of notice keyword Corresponding target alarms notify that template, the target alarms notice template include that at least one described notice keyword is corresponding logical Know the content point of addition of content type;
According at least one described corresponding content of announcement type of notice keyword, at least one described notice alarm is closed The corresponding alarm notification content of key word is respectively added to correspond to the content of content of announcement type in the target alarms notice template Point of addition, to obtain at least one described corresponding alarm notification content of notice keyword and preset target alarms notice The splicing result of template;
The splicing result is converted into the verbal announcement information of the network equipment.
Optionally, the verbal announcement information for generating the network equipment, further includes:
The opriginal language of sentence where detecting at least one the described notice keyword extracted in the device Run Log Type obtains target language type;
Cutting is carried out to sentence where at least one described notice keyword according to the opriginal language type, is formed First element set of sentence, each first element that first element set is included where at least one described notice keyword For word or expression;
The first object element that each first element in first element set is translated into target language type, according to First element set obtains corresponding first object clause;
Target language type described in each first object Element generation obtained according to the first object clause and translation First object sentence;
By at least one at least one corresponding first object element of notice keyword described in the first object sentence At least one described corresponding alarm notification content of notice keyword is replaced with, at least one described notice keyword place is obtained The alarm notification sentence of sentence;
It is notified according to the alarm notification sentence of sentence and preset target alarms where at least one described notice keyword The splicing result of template generates the verbal announcement information of the network equipment.
Optionally, the verbal announcement information for generating the network equipment, further includes:
In the case where determining that the length of the device Run Log is less than default alarm length threshold, set described in detection The opriginal language type of standby running log, obtains target language type;
The device Run Log is split into multiple log simple sentences, according to the opriginal language type to the multiple day Any log simple sentence in will simple sentence carries out cutting, obtains the second element collection for forming any log simple sentence, and described second Each second element that element set is included is word or expression;
Each second element that the second element is concentrated translates into the second object element of target language type, according to The second element collection obtains corresponding second target clause;
The target language type is generated according to each second object element that the second target clause and translation obtain The second object statement;
By at least one at least one corresponding second object element of notice keyword described in second object statement Replace with the corresponding alarm notification content of the notice keyword;
The splicing result of the alarm notification content and preset target alarms notice template is generated into the network equipment Verbal announcement information.
Optionally, the request establishes voice communication with designated equipment, and after the voice communication is successfully established, to institute Stating verbal announcement information described in designated equipment voice broadcast includes:
According in the device identification of the network equipment and the device Run Log extract obtain described at least one It notifies keyword, determines the multiple terminal devices of the network equipment, the multiple terminal device is the designated equipment, described Designated equipment includes at least first terminal equipment and second terminal equipment;
Request establishes voice communication with the first terminal equipment, if the voice communication is successfully established, to described the Verbal announcement information described in one terminal device voice broadcast;Otherwise request establishes voice communication with the second terminal equipment, if The voice communication is successfully established, then to verbal announcement information described in the second terminal equipment voice broadcast, otherwise returns and hold The step of row request establishes voice communication with the first terminal equipment.
On the other hand the embodiment of the present invention provides a kind of keyword alarm device based on log, comprising:
Receiving module, for receiving the device Run Log of network equipment submission;
Searching module, for searching whether that there are appointing in preset alarm set of keywords in the device Run Log One alarm keyword;
The searching module, if being also used in the device Run Log, there are any alarm keyword, bases Preset notice alarm set of keywords extracts at least one notice keyword in the device Run Log;
Module is obtained, is closed for obtaining each notice in the device Run Log according to notice set of keywords mapping table The corresponding alarm notification content of key word, the notice set of keywords mapping table include the corresponding alarm notification of each notice keyword Content;
Processing module, for according at least one described corresponding alarm notification content of notice keyword and preset target The splicing result of alarm notification template generates the verbal announcement information of the network equipment;
Feedback module establishes voice communication with designated equipment for requesting, and after the voice communication is successfully established, to Verbal announcement information described in the designated equipment voice broadcast.
Wherein, the feedback module further include:
Voice converting unit, for the alarm notification information to be converted into the verbal announcement information.
On the other hand the embodiment of the present invention provides a kind of keyword alarm device based on log, comprising: processor is deposited Reservoir, transmission device;
The processor is connected with the memory and the transmission device respectively, wherein the transmission device is used for will Data are transferred to user, and the memory is for storing program code, and the processor is for calling said program code, to hold Keyword alarm method of the row as described in one side of the embodiment of the present invention based on log.
After device Run Log of the embodiment of the present invention by receiving network equipment submission, in the device Run Log It searches whether to store any alarm keyword in preset alarm set of keywords, if it exists then according to preset notice keyword Collection extracts at least one notice keyword in the device Run Log, wherein the notice set of keywords includes the alarm Set of keywords, and by according to notice set of keywords mapping table acquire described at least one corresponding alarm of notice keyword The verbal announcement information of the network equipment described in content of announcement combining target alarm notification template generation, establishes voice with designated equipment Call, is successfully established the rear voice broadcast verbal announcement information, to realize through the arrangement to device Run Log, simplifies and accuses Alert notification information, improves the readability and comprehensibility of alarm notification information, and broadcasted by voice, save the time with Energy, and then improve alarming processing efficiency.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with It obtains other drawings based on these drawings.
Wherein:
Fig. 1 is a kind of keyword alarm method flow chart based on log provided in an embodiment of the present invention;
Fig. 2 a is a kind of alarm set of keywords provided in an embodiment of the present invention and the content relation of set of keywords is notified to illustrate Figure;
Fig. 2 b is that another alarm set of keywords provided in an embodiment of the present invention is shown with the content relation of set of keywords is notified It is intended to;
Fig. 2 c is that another alarm set of keywords provided in an embodiment of the present invention is shown with the content relation of set of keywords is notified It is intended to;
Fig. 3 is the data handling procedure in the first generation verbal announcement information realization mode provided in an embodiment of the present invention Schematic diagram;
Fig. 4 is a kind of process signal of specific implementation process under the first implementation provided in an embodiment of the present invention Figure;
Fig. 5 is the process signal of another specific implementation process under the first implementation provided in an embodiment of the present invention Figure;
Fig. 6 is the process signal of another specific implementation process under the first implementation provided in an embodiment of the present invention Figure;
Fig. 7 is the second provided in an embodiment of the present invention data handling procedure generated in verbal announcement information realization mode Schematic diagram;
Fig. 8 is a kind of process signal of specific implementation process under second of implementation provided in an embodiment of the present invention Figure;
Fig. 9 is the process signal of another specific implementation process under second of implementation provided in an embodiment of the present invention Figure;
Figure 10 is that the process of another specific implementation process under second of implementation provided in an embodiment of the present invention is shown It is intended to;
Figure 11 is a kind of keyword alarm device based on log provided in an embodiment of the present invention;
Figure 12 is the structural schematic diagram of terminal device provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall within the protection scope of the present invention.
Referring to Figure 1, Fig. 1 is that a kind of process of keyword alarm method based on log provided in an embodiment of the present invention is shown It is intended to.Wherein, the equipment for executing the keyword alarm method based on log as follows in embodiments of the present invention is known as keyword announcement Alarm device, the keyword alarm device can be the system being made of one or more equipment or a kind of alarm equipment, can also be with The virtual bench being integrated on the network equipment.
Wherein, as shown in Figure 1, the keyword alarm process provided in an embodiment of the present invention based on log may include walking as follows It is rapid:
Step S101 receives the device Run Log that the network equipment is submitted.
Specifically, the network equipment can generate many additional informations, the basic letter including the network equipment in the process of running Breath, request response message, executive process information, network connection information etc., and these additional informations are in network equipment operational process In may generate corresponding file or directly stored in internal storage.Wherein, the network equipment is in operational process A kind of operational process record file of middle generation is multiple equipment running log, on above-mentioned multiple equipment running log may include Additional information is stated, multiple device Run Log can be carried out storage with the text formattings such as " .log ", " .txt " or directly with number According to form be stored in the internal storage of the network equipment.
Specifically, when looking into occurs interrupting or reaching default query time or receive log in network equipment operational process The dependent instruction etc. of inquiry, above-mentioned keyword alarm device carry out traversal queries to above-mentioned multiple equipment running log, wherein from upper Any appliance running log for receiving the network equipment in multiple equipment running log is stated, and executes operations described below.
Specifically, assuming that the above-mentioned network equipment is interchanger, the multiple equipment running log of the interchanger is obtained, to above-mentioned Multiple equipment running log carries out traversal queries, and a device Run Log for therefrom obtaining the interchanger is as follows:
Lujiazui access switches
2018 SQ_SH_LJZ_25FW_10.38.253.7%%10STM/4/LINK STATUS of Nov13 09:01:55 CHANGE (t) :-Slot=2;
Trap 1.3.6.1.4.1.25506.2.91.6.0.1<hh3c Stack Port Link Status Change >:Physical index of the member is 3,member ID is 2.Link status of the IRF port index 2 and member ID2 turned to 1.
Step S102 searches whether that there are any alarms in preset alarm set of keywords in above equipment running log Keyword.
Specifically, above-mentioned keyword alarm device is also stored with preset alarm set of keywords, it can be by above-mentioned default Alarm set of keywords judge whether triggering alarm, above-mentioned alarm set of keywords includes but is not limited to: error, Warning, NetError, problem, shutdown, member ID etc..Wherein, error is mistake, indicates the network equipment There is mistake, influences main steps;Warning is warning, indicates that some process of the network equipment alerts, but do not influence Main process;NetError is network request mistake, typicallys represent network connection process and goes wrong;Problem is problem, table Show that insoluble problem occurs in the network equipment;Shutdown is to interrupt, and indicates that the network equipment unknown failure occurs and leads Cause process interrupt;Member ID is member id, and it is abnormal etc. to indicate that exchange piling group occurs.Wherein, in a kind of optional realization In mode, in order to ensure that the keyword alarm process based on log is more convenient, the recognition efficiency of alarm keyword is improved, and The success rate of triggering alarm is improved, multiple alarm keywords included in above-mentioned alarm set of keywords are run with above equipment Log can be with case-insensitive when being matched.Wherein, above equipment running log and above-mentioned alarm set of keywords are carried out Matching, searches the content in above-mentioned alarm set of keywords, if in above equipment running log in above equipment running log Find any alarm keyword in above-mentioned alarm set of keywords, then it represents that the device Run Log is alarm related description day Will executes step S103 to trigger alarm;Otherwise continue to traverse above-mentioned multiple equipment running log, return to step S101 obtains next device Run Log.
Specifically, the device Run Log of above-mentioned interchanger is matched with above-mentioned alarm set of keywords, in above-mentioned friendship The first alarm keyword " member ID " in above-mentioned alarm set of keywords is found in the device Run Log changed planes, then should The device Run Log of interchanger triggers alarm, thereby executing step S103.
Step S103 extracts at least one notice according to preset notice set of keywords in above equipment running log and closes Key word.
Specifically, above-mentioned keyword alarm device is also stored with preset notice set of keywords, above-mentioned notice set of keywords It can include but is not limited to address, component, agreement or warning content etc., be respectively used to position, type, phase that instruction alarm occurs Description etc. is closed, such as: SQ_SH_LJZ, OSPF, BGP, RIP.Wherein, SQ_SH_LJZ is Lujiazui general headquarters, is indicated in Lujiazui The network equipment of general headquarters breaks down, and is used to indicate the position that alarm occurs;OSPF is one kind of ospf Interior Gateway Protocol, full name are Open Shortest Path First, indicate the ospf protocol of the network equipment in configuration or It breaks down in person's implementation procedure, is used to indicate the type that alarm occurs;BGP is Border Gateway Protocol, full name Border Gateway Protocal indicates that network equipment connection when exchanging information between being routed is broken down, is used to indicate announcement The alert type occurred;RIP is a kind of Interior Gateway Protocol of routing information protocol, and full name is Routing Information Protocol indicates failure when the network equipment carries out routing iinformation transmitting inside locating autonomous system, for referring to Show the type etc. that alarm occurs.Wherein, the notice keyword in above-mentioned notice set of keywords can be by user as needed voluntarily It adds or deletes or changes, not limit herein.Wherein, in an optional implementation manner, in order to ensure this be based on log Keyword alarm process it is more convenient, warning content is more detailed understandable, thus improve notice keyword recognizable rate, it is rich The feedback content of rich warning information, any notice searched in above-mentioned notice set of keywords in above equipment running log are crucial It can be with case-insensitive when word.
Optionally, in one possible implementation, between above-mentioned notice set of keywords and above-mentioned alarm set of keywords Relationship can as shown in figs. 2 a-2 c, specific above-mentioned notice set of keywords can include but is not limited to alarm set of keywords, such as Shown in Fig. 2 a;Or above-mentioned notice set of keywords has that partial content is overlapping with above-mentioned alarm set of keywords, as shown in Figure 2 b;Or The content of above-mentioned notice set of keywords and the content of above-mentioned alarm set of keywords are entirely different, as shown in Figure 2 c.
Wherein, above equipment running log is matched with above-mentioned notice set of keywords, from above equipment running log The middle content searched in above-mentioned notice set of keywords, to extract at least one notice included in above equipment running log Keyword.
Specifically, the device Run Log of above-mentioned interchanger is matched with above-mentioned notice set of keywords, in above-mentioned friendship The first notice keyword " SQ_SH_LJZ " and the second notice keyword " member are found in the device Run Log changed planes ID”。
Step S104 generates the verbal announcement information of the above-mentioned network equipment.
Specifically, above-mentioned keyword alarm device is also stored with notice set of keywords mapping table, above-mentioned notice set of keywords Mapping table includes notifying content of announcement type corresponding to set of keywords, each notice keyword, each notice keyword corresponding Alarm notification content and each notice keyword associated by connection personnel, wherein corresponding to above-mentioned each notice keyword Content of announcement type include network device identity, alarm time of origin, alarm occur position, alarm event mark or alarm thing Part explanation.Wherein, above-mentioned keyword alarm device further includes multiple alarm notification templates, and each alarm notification template adds in content Add the number of position and different from the content of announcement type of content can be added.
Wherein, above-mentioned keyword alarm device is by obtaining at least one of above equipment running log notice keyword Corresponding alarm notification content is accused according at least one above-mentioned corresponding alarm notification content of notice keyword and preset target The splicing result of alert notice template generates the verbal announcement information of the network equipment.
Optionally, above-mentioned notice set of keywords mapping table can be as shown in the table, wherein content is for above-mentioned friendship in table The correspondence alternative embodiment that the device Run Log changed planes is assumed, the content that also available user adds, or obtain it He alerts relevant information and integrates:
Optionally, in the first possible implementation for generating verbal announcement information, by least one above-mentioned alarm Content of announcement is converted at least one alarm notification voice, at least one above-mentioned alarm notification voice is led to above-mentioned target alarms Know that the notice template voice of template carries out voice joint, obtains above-mentioned verbal announcement information, wherein above-mentioned target alarms notify mould The notice template voice of plate can be stored in above-mentioned keyword alarm device in the form of multiple audio sections.
Wherein, the data handling procedure in the first above-mentioned possible implementation for generating verbal announcement information is as schemed Shown in 3, the multiple equipment running log of the above-mentioned network equipment is successively traversed, any appliance running log is passed through crucial with alarm Word collection is matched, if finding any alarm keyword in above-mentioned alarm set of keywords in any of the above-described running log, Alarm is then triggered, the content in notice set of keywords is searched in the device Run Log, finds at least one notice keyword: First notice keyword, the second notice keyword ....At least one above-mentioned notice is obtained by notice set of keywords mapping table again The corresponding alarm notification content of keyword: the first alarm notification content, the second alarm notification content ..., by it is above-mentioned at least one lead to Know the corresponding alarm notification Content Transformation of keyword at alarm notification voice: the first alarm notification voice, the second alarm notification language Sound ..., the splicing result according at least one above-mentioned alarm notification voice and the notice template voice of target alarms notice template are raw At voice notification information.Above-mentioned verbal announcement information is fed back to the specified corresponding designated equipment of connection personnel, i.e. progress language Sound casting.Wherein, the multiple equipment running log for continuing to traverse the network equipment executes above-mentioned pass to each device Run Log Key word alerts process, until the multiple equipment running log of the network equipment is all processed, then terminates the keyword and alerted Journey.
It wherein, may include following three kinds for the first above-mentioned possible implementation for generating verbal announcement information Specific implementation process:
Specifically, a kind of specific implementation process under the first possible implementation for generating verbal announcement information In, referring to fig. 4, Fig. 4 is that a kind of process of specific implementation process under the first implementation provided in an embodiment of the present invention is shown It is intended to, above-mentioned keyword alarm device determines at least one the notice keyword pair extracted in above equipment running log The content of announcement type answered, according at least one above-mentioned corresponding content of announcement type of notice keyword from multiple alarm notification moulds Determine that corresponding target alarms notify template in plate, further according at least one above-mentioned corresponding content of announcement class of notice keyword At least one above-mentioned corresponding alarm notification content of notice alarm keyword is respectively added to above-mentioned target alarms and notifies mould by type The content point of addition of content of announcement type is corresponded in plate, so that it is logical to obtain at least one above-mentioned corresponding alarm of notice keyword Know the splicing result of content and preset target alarms notice template, the voice for generating the network equipment according to the splicing result is logical Know information.
As shown in Figure 4, comprising the following steps:
S401 determines the content of announcement type of at least one notice keyword.
Determine at least one the corresponding content of announcement class of notice keyword extracted in above equipment running log The number of type and at least one above-mentioned notice keyword.
Specifically, being closed in the device Run Log of the above-mentioned interchanger got known to step S103 comprising the first notice Key word " SQ_SH_LJZ " and second notice keyword " member ID " two notice keywords, pass through above-mentioned notice set of keywords Mapping table is searched, it is known that and the content of announcement type of above-mentioned first notice keyword " SQ_SH_LJZ " is that position occurs for alarm, The content of announcement type of above-mentioned second notice keyword " member ID " is alarm event mark.
S402 chooses alarm notification template according to the content of announcement type of at least one above-mentioned notice keyword.
Specifically, obtain multiple alarm notification templates, according to the number of at least one above-mentioned notice keyword and it is above-mentioned extremely Few corresponding content of announcement type of a notice keyword determines corresponding alarm notification template.Wherein, above-mentioned alarm notification mould The number of content point of addition is the number of at least one above-mentioned notice keyword in plate, and above-mentioned target alarms notice template includes The content point of addition of at least one above-mentioned corresponding content of announcement type of notice keyword.Wherein, above-mentioned alarm notification template It may include multiple audio sections.
Specifically, searching above-mentioned first notice keyword " SQ_SH_LJZ " and the second notice keyword " member ID " When corresponding alarm notification template, searched from above-mentioned multiple alarm notification templates include two content point of additions alarm Notify the notice template voice of template, it is alarm that above-mentioned two content point of addition can add content of announcement type respectively The content of position and alarm event mark.Optionally, above-mentioned alarm notification template can be " B failure occurs at A ", wherein at A The content of announcement type of content can be added, position occurs for alarm, the content of announcement type of content can be added at B as alarm thing Part mark, the alarm notification template can be stored with two audio sections, respectively the first audio section " chu fa sheng " With the second audio section " gu zhang ".Optionally, above-mentioned alarm notification template is a kind of optional template example, other are feasible Formwork style can also be used as alarm notification template.
S403, by the corresponding alarm notification Content Transformation of above-mentioned notice keyword at alarm notification voice.
Specifically, at least one above-mentioned corresponding alarm notification content of notice keyword is obtained, by carrying out voice conversion By at least one above-mentioned alarm notification Content Transformation at alarm notification voice.
Specifically, knowing that the corresponding alarm notification content of at least one of above-mentioned interchanger notice keyword is respectively as follows: Above-mentioned first notifies that keyword " SQ_SH_LJZ " corresponding first alarm notification content is " Lujiazui general headquarters ", and above-mentioned second is logical Know that the corresponding second alarm notification content of keyword " member ID " is " exchange piling group is abnormal ", above-mentioned first is alerted Content of announcement and above-mentioned second alarm notification Content Transformation obtain the first alarm notification voice " lu jia zui zong at voice Bu ", the second alarm notification voice " jiao huan ji dui die zu yi chang ".
S404, according to the voice joint knot of alarm notification voice and the notice template voice of above-mentioned target alarms notice template Fruit generates verbal announcement information.
Specifically, in one possible implementation, above-mentioned target alarms notice template is deposited with multiple audio section sequences In above-mentioned keyword alarm device, the content between the adjacent audio section of any two including a kind of content of announcement type adds for storage Add position, according to the content of announcement type of above-mentioned alarm notification content, by the corresponding alarm notification language of each alarm notification content Sound is respectively added to corresponding content point of addition in above-mentioned target alarms notice template, and multiple audio sections and each alarm are logical Know that phoneme sequence splicing generates verbal announcement information.
Specifically, known above-mentioned first notifies keyword " SQ_SH_LJZ " corresponding first alarm notification voice " lu jia Zui zong bu " is added at the A in above-mentioned alarm notification template according to content of announcement type, above-mentioned second notice keyword " member ID " corresponding second alarm notification voice " jiao huan ji dui die zu yi chang " is according in notice Holding should be added at the B in above-mentioned alarm notification template known to type, successively splice the first alarm notification voice, the first audio Section, the second alarm notification voice and the second audio section generate verbal announcement information " lu jia zui zong bu chu fa sheng jiao huan ji dui die zu yi chang gu zhang.”。
Specifically, another specific implementation process under the first possible implementation for generating verbal announcement information In, it is the process of another specific implementation process under the first implementation provided in an embodiment of the present invention referring to Fig. 5, Fig. 5 Schematic diagram, as shown in Figure 5, comprising the following steps:
S501 determines the content of announcement type of at least one notice keyword, and it is logical to choose alarm according to content of announcement type Know template.
Specifically, the step S401 in the process and the first above-mentioned possible implementation for generating alarm notification information It is identical to S402, it is no longer repeated herein.
S502 obtains alarm notification sentence, which is converted into notice sentence voice.
Specifically, sentence where at least one the above-mentioned notice keyword extracted in detection above equipment running log is first Beginning language form obtains target language type;Sentence where at least one notice keyword is carried out according to opriginal language type Cutting, first element set of sentence where obtaining forming at least one notice keyword, the first element set included each the One element is word or expression;Each first element in first element set is translated into the first object member of target language type Element, according to the element type of the first element each in the first element set and in the phase where at least one notice keyword in sentence To position, corresponding first object clause is obtained;The each first object element obtained according to first object clause and translation is raw At the first object sentence of target language type;At least one notice keyword in the first object sentence is corresponding at least One first object element replaces with the corresponding alarm notification content of above-mentioned notice keyword, obtains at least one above-mentioned notice and closes The alarm notification sentence is converted into notice sentence voice by the alarm notification sentence of sentence where key word.
Specifically, target language type is Chinese, then according to preset if the language form of sentence to be translated is English For the semantic collection of the word and expression of English by sentence segmentation to be translated at multiple elements, each element is word or expression, will Each element translates into Chinese, specifically successively detects the pass between the part of speech and adjacent words of each word in the sentence System, so that it is determined that whether the word in phrase, such as detects whether there is " of, in " preposition, and then by the sentence segmentation at Multiple elements;Relative position and part of speech of each element in sentence to be translated are obtained, such as sentence segmentation to be translated is at 5 Element, so that it may think that relative position of each element in sentence to be translated is respectively 1,2,3,4,5, part of speech includes short Language, adjective, noun etc., due to the syntactic constructs of English, first noun of general English is subject, and verb is object etc. Deng that is, depending on the relative position and part of speech determines target clause, or can be combined with the syntactic constructs of English and increase target sentence The accuracy of formula, such as sentence to be translated are " noun phrase verb article noun ", and getting corresponding target clause is " subject shape Language object predicate ", since article is the modification to noun, it can be considered that being an element.If the language of sentence to be translated Say that type is Chinese, target language type is English, then by word segmentation processing by sentence segmentation to be translated at multiple elements, will Each element translates into English;According to relative position of each element in sentence to be translated and part of speech, in conjunction with Chinese grammer It constructs and determines target clause, be finely adjusted further according to English grammar construction, the sentence after being translated.Wherein, participle herein Processing is to be handled by Chinese words segmentation.The above are a kind of possible interpretative systems, can also make according to specific needs Determine dependency rule and determine target clause, herein with no restrictions.
Wherein, the corresponding first alarm notification content of above-mentioned first notice keyword " SQ_SH_LJZ " is that " Lujiazui is total Portion ", above-mentioned second notifies that keyword " member ID " corresponding second alarm notification content is " exchange piling group is abnormal ". Wherein, sentence where above-mentioned first notice keyword " SQ_SH_LJZ " is " 13 09:01:55 of Nov, 2018 SQ_SH_LJZ ", The sentence is subjected to cutting, obtains corresponding first element set " ' 13 09:01:55 2018 ' of Nov, ' SQ_SH_LJZ ' ", it will ' 13 09:01:55 2018 ' of Nov translates into 09:01:55 ' on November 13rd, 1 2018, by ' SQ_SH_ in first element set LJZ ' translates into ' SQ_SH_LJZ ', obtains corresponding first object clause " adverbial modifier's subject " according to first element set, obtains the First object element " SQ_SH_LJZ " is replaced with by one object statement " 09:01:55SQ_SH_LJZ on November 13rd, 2018 " One alarm notification content " Lujiazui general headquarters " obtains the first alarm notification sentence " on November 13rd, 2018 Lujiazui 09:01:55 General headquarters ", sentence where above-mentioned second notice keyword " member ID " is " member IDis 2.Link status of 2 and member ID2 turned to 1. " of the IRF port index, will be in alarm of the statement translation at Chinese Hold and combine the corresponding alarm notification content of above-mentioned second notice keyword " member ID ", obtains the second alarm notification sentence " exchange piling group is 2 extremely.IRF port index and the linking status of exchange piling group abnormal 2 become 1." by above-mentioned One alarm notification sentence is converted into the first notice sentence voice " 2018 nian, 11 yue, 13 hao, 9 dian, 01 fen 55 Above-mentioned second alarm notification sentence is converted into the second notice sentence voice " jiao by miao lu jia zui zong bu " huan ji dui die zu yi chang wei 2.IRF duan kou suo yin he jiao huan ji dui die zu yi chang 2 de lian jie Zhuang tai bian wei 1.”
Wherein, if when the first element to be translated into the first object element of target language type, obtained first object When element is the character of opriginal language type and the character is not proper noun and its abbreviation or notice keyword, can by this One object element is deleted.First object clause is to be run according to each first element in first element set in the equipment The element type of position and each first element where at least one the notice keyword extracted in log in sentence obtains.This The element type at place can be noun, verb, adjective and article etc., and the element type of obtained first object element can be with It is subject, predicate, object, adverbial modifier etc..
S503, according to the splicing knot of above-mentioned notice sentence voice and the notice template voice of above-mentioned target alarms notice template Fruit generates verbal announcement information.
Specifically, in one possible implementation, above-mentioned target alarms notice template is deposited with multiple audio section sequences In above-mentioned keyword alarm device, the content between the adjacent audio section of any two including a kind of content of announcement type adds for storage Add position, according to the content of announcement type of above-mentioned alarm notification content, by the corresponding alarm notification language of each alarm notification content Sound is respectively added to corresponding content point of addition in above-mentioned target alarms notice template, and multiple audio sections and each alarm are logical Know that phoneme sequence splices, and combines above-mentioned notice sentence speech production verbal announcement information.
Specifically, known above-mentioned target alarms notice template is " B failure occurs at A ", stored with two audio sections, Respectively the first audio section " chu fa sheng " and the second audio section " gu zhang ", and above-mentioned first notice keyword On " SQ_SH_LJZ " corresponding first alarm notification voice " lu jia zui zong bu " is added to according to content of announcement type It states at the A in alarm notification template, above-mentioned second notifies keyword " member ID " corresponding second alarm notification voice " jiao huan ji dui die zu yi chang " should be added to above-mentioned alarm notification according to content of announcement type At B in template, successively splice the first alarm notification voice, the first audio section, the second alarm notification voice and the second audio section, And combine above-mentioned first notice sentence voice and the second notice sentence speech production verbal announcement information " lu jia zui zong 11 yue 13 of bu chu fa sheng jiao huan ji dui die zu yi chang gu zhang:2018 nian hao 9 dian 01 fen 55 miao lu jia zui zong bu.jiao huan ji dui die zu yi chang wei 2.IRF duan kou suo yin he jiao huan ji dui die zu yi chang 2 de lian jie Zhuang tai bian wei 1.”。
Specifically, another specific implementation process under the first possible implementation for generating verbal announcement information In, it is the process of another specific implementation process under the first implementation provided in an embodiment of the present invention referring to Fig. 6, Fig. 6 Schematic diagram, as shown in Figure 6, comprising the following steps:
S601 determines the content of announcement type of at least one notice keyword, and it is logical to choose alarm according to content of announcement type Know template.
Specifically, the step S401 in the process and the first above-mentioned possible implementation for generating alarm notification information It is identical to S402, it is no longer repeated herein.
S602 obtains the corresponding alarm notification content of notice keyword, if device Run Log length is less than default announcement Alert length threshold, interpreting equipment running log.
Specifically, obtaining at least one above-mentioned corresponding alarm notification content of notice keyword, and judge that above equipment is transported Whether the length of row log is more than that default alarm length threshold runs above equipment if being less than the alarm length threshold Content translation of the log in addition at least one above-mentioned notice keyword obtains the log content of language-specific, translation process ginseng See the alarm notification content generating process of step S502 in Fig. 5;Otherwise can execute it is above-mentioned the first or it is above-mentioned second may Generation verbal announcement information implementation.
Specifically, the corresponding first alarm notification content of the first notice keyword " SQ_SH_LJZ " is " Lujiazui general headquarters ", The corresponding second alarm notification content of second notice keyword " member ID " is " exchange piling group is abnormal ", it is assumed that above-mentioned Default alarm length threshold is 100 words, obtains the length of above equipment running log, it is known that above equipment running log is less than Device Run Log, then is translated into the alarm notification content of language-specific by above-mentioned default alarm length threshold.Wherein, if equipment Running log is more, then before by progresss cutting data to be translated, first by this it is data to be translated be divided into multiple simple sentences, then general Each simple sentence generates the second object statement, and corresponding second object element of keyword will be notified to replace in the second object statement The alarm notification content of the notice keyword is as follows:
" Lujiazui access switch
On November 13rd, 2018, the connection status of the Lujiazui 09:01:55 general headquarters changed: interface 2;The physics of member 3 are identified as, exchange piling group is 2 extremely.IRF port index and the linking status of exchange piling group abnormal 2 become 1."
S603 is notified log voice by alarm notification content and device Run Log, will notice log voice with Alarm notification template splicing generates verbal announcement information.
Specifically, by above-mentioned alarm notification Content Transformation at alarm notification voice, and above-mentioned log content is converted into day Will voice, in one possible implementation, above-mentioned target alarms notice template are stored sequentially in above-mentioned with multiple audio sections It include a kind of content point of addition of content of announcement type in keyword alarm device, between the adjacent audio section of any two, According to the content of announcement type of above-mentioned alarm notification content, the corresponding alarm notification voice of each alarm notification content is added respectively It is added to corresponding content point of addition in above-mentioned target alarms notice template, multiple audio sections and each alarm notification voice are suitable Sequence splicing, and combine above-mentioned log speech production verbal announcement information.
Specifically, known above-mentioned target alarms notice template is " B failure occurs at A ", stored with two audio sections, Respectively the first audio section " chu fa sheng " and the second audio section " gu zhang ", by above-mentioned first notice keyword " SQ_ SH_LJZ " is converted into the first alarm notification voice " lu jia zui zong bu " and is added to above-mentioned announcement according to content of announcement type At A in alert notice template, above-mentioned second notice keyword " member ID " is converted into the second alarm notification voice " jiao Huan ji dui die zu yi chang " should be added in above-mentioned alarm notification template according to content of announcement type B at, the translation result of the device Run Log is converted into log voice, successively splices the first alarm notification voice, first Audio section, the second alarm notification voice and the second audio section, and combine above-mentioned log speech production verbal announcement information:
“lu jia zui zong bu chu fa sheng jiao huan ji dui die zu yi chang gu Zhang:
Lu jia zui jie ru kai guan
2018 nian 11 yue 13 hao 09:01:55 lu jia zui zong bu de lian jie Zhuang tai fa sheng gai bian:jie kou wei 2;cheng yuan de wu li biao shi wei 3, jiao huan ji dui die zu yi chang wei 2.IRF duankou suo yin he jiao huan ji dui die zu yi chang 2 de lian jie Zhuang tai bian wei 1.”
Optionally, in second of possible implementation for generating verbal announcement information, by least one above-mentioned alarm The notification text of content of announcement and above-mentioned target alarms notice template carries out text splicing, obtains alarm notification information, will be above-mentioned Alarm notification information is converted into above-mentioned verbal announcement information, wherein above-mentioned target alarms notice template is can to carry out content to insert The text entered.
Wherein, the data handling procedure in the above-mentioned second possible implementation for generating verbal announcement information is as schemed Shown in 7, the multiple equipment running log of the above-mentioned network equipment is successively traversed, any appliance running log is passed through crucial with alarm Word collection is matched, if finding any alarm keyword in above-mentioned alarm set of keywords in any of the above-described running log, Alarm is then triggered, the content in notice set of keywords is searched in the device Run Log, finds at least one notice keyword: First notice keyword, the second notice keyword ....At least one above-mentioned notice is obtained by notice set of keywords mapping table again The corresponding alarm notification content of keyword: the first alarm notification content, the second alarm notification content ..., by least one above-mentioned announcement Alert content of announcement combining target alarm notification template generation alarm notification information, which is converted by textual form At speech form, it is denoted as verbal announcement information.It is corresponding specified that above-mentioned phonic warning information is fed back into specified connection personnel Equipment, i.e. progress voice broadcast.Wherein, the multiple equipment running log for continuing to traverse the network equipment runs each equipment Log executes above-mentioned keyword and alerts process, until the multiple equipment running log of the network equipment is all processed, then terminates The keyword alerts process.Wherein, designated equipment may be considered the terminal for being bundled with the contact method of specified connection personnel Equipment.
Wherein, the implementation for generating verbal announcement information possible for above-mentioned second, may include following three kinds Specific implementation process:
Specifically, a kind of specific implementation process under second of possible implementation for generating verbal announcement information In, show referring to the process that Fig. 8, Fig. 8 are a kind of specific implementation process under second of implementation provided in an embodiment of the present invention It is intended to.
As shown in Figure 8, comprising the following steps:
S801 determines the content of announcement type of at least one notice keyword.
Specifically, describing referring to shown in the step S401 in above-mentioned Fig. 4, details are not described herein.
S802 chooses alarm notification template according to the content of announcement type of at least one above-mentioned notice keyword.
Specifically, obtain the process of alarm notification template referring to fig. 4 in shown in step S402, alarm notification template herein For the text with content point of addition.
Specifically, searching above-mentioned first notice keyword " SQ_SH_LJZ " and the second notice keyword " member ID " When corresponding alarm notification template, searched from above-mentioned multiple alarm notification templates include two content point of additions alarm Notify template, above-mentioned two content point of addition can add content of announcement type respectively and position and alarm event occurs for alarm The content of mark.Optionally, above-mentioned alarm notification template can be " B failure occurs at A ", and content can be wherein added at A Content of announcement type is that position occurs for alarm, and the content of announcement type of content can be added at B as alarm event mark.Optionally, Above-mentioned alarm notification template is a kind of optional template example, other feasible formwork styles can also be used as alarm notification mould Plate.
S803 obtains at least one above-mentioned corresponding alarm notification content of notice keyword, in conjunction with above-mentioned alarm notification mould Plate generates alarm notification information.
Specifically, the corresponding alarm notification content of each notice keyword is obtained, according to above-mentioned each notice keyword pair The corresponding alarm notification content of above-mentioned each notice keyword is respectively added to above-mentioned target alarms by the content of announcement type answered Corresponding content point of addition in template is notified, to generate the alarm notification information of the network equipment.
Specifically, obtaining at least one above-mentioned corresponding alarm notification content of notice keyword, it is known that above-mentioned first notice The corresponding first alarm notification content of keyword " SQ_SH_LJZ " is " Lujiazui general headquarters ", above-mentioned second notice keyword " member ID " corresponding second alarm notification content is " exchange piling group is abnormal ", according to above-mentioned first notice keyword " SQ_SH_LJZ " and above-mentioned second notifies keyword " member ID " corresponding content of announcement type by two notice keywords Corresponding alarm notification content is added in above-mentioned alarm notification template, it is known that above-mentioned first notice keyword " SQ_SH_ The corresponding first alarm notification content of LJZ " " Lujiazui general headquarters " is added to above-mentioned alarm notification template according to content of announcement type In A at, above-mentioned second notice keyword " member ID " corresponding second alarm notification content " exchange piling group is abnormal " It should be added at the B in above-mentioned alarm notification template according to content of announcement type, finally obtain network equipment exchange The alarm notification information of machine is " exchange piling group abnormal failure occurs at the general headquarters of Lujiazui ".
Above-mentioned alarm notification information is converted into verbal announcement information by S804.
Specifically, identify the content of above-mentioned alarm notification information, it will be in above-mentioned alarm notification information by voice conversion Appearance is converted into voice, obtains verbal announcement information.
Specifically, the alarm notification information of the network equipment interchanger is converted to verbal announcement information " lu jia zui zong bu chu fa sheng jiao huan ji dui die zu yi chang gu zhang.”
Specifically, another specific implementation process under second of possible implementation for generating verbal announcement information In, it is the process of another specific implementation process under second of implementation provided in an embodiment of the present invention referring to Fig. 9, Fig. 9 Schematic diagram, as shown in Figure 9, comprising the following steps:
S901 determines the content of announcement type of at least one notice keyword, and it is logical to choose alarm according to content of announcement type Know template.
Specifically, process described in step S801 shown in Figure 8 and step S802, details are not described herein.
S902 obtains the corresponding alarm notification content of notice keyword, sentence where translation notice keyword.
Specifically, the translation process of sentence where notice keyword is referring in Fig. 5 shown in step S502, it herein will translation knot Fruit is converted into speech form, and the translation result combination alarm notification template generation alarm notification of sentence is believed where notifying keyword Breath.
Wherein, by step S502 in Fig. 5 it is found that obtaining the first announcement by above-mentioned first notice keyword " SQ_SH_LJZ " Alert notice sentence " Lujiazui 09:01:55 general headquarters on November 13rd, 2018 " passes through above-mentioned second notice keyword " member ID " obtains the second alarm notification sentence, and " exchange piling group is 2 extremely.IRF port index and exchange piling group abnormal 2 Linking status becomes 1." specifically, the alarm notification sentence that statement translation where above-mentioned each notice keyword obtains is combined The alarm notification information of the above-mentioned target alarms notice template generation network equipment.
Specifically, combining above-mentioned target alarms to lead to above-mentioned first alarm notification sentence and above-mentioned second alarm notification sentence Know template " B failure: C occurs at A ", generate the alarm notification information of the network equipment interchanger:
" exchange piling group abnormal failure occurs at the general headquarters of Lujiazui: on November 13rd, 2018, the Lujiazui 09:01:55 was total Portion.Exchange piling group is 2 extremely.IRF port index and the linking status of exchange piling group abnormal 2 become 1."
Above-mentioned alarm notification information is converted into verbal announcement information by S903.
Specifically, identify the content of above-mentioned alarm notification information, it will be in above-mentioned alarm notification information by voice conversion Appearance is converted into voice, obtains verbal announcement information.The verbal announcement information is believed referring to verbal announcement shown in step S503 in Fig. 5 Breath.
Specifically, another specific implementation process under second of possible implementation for generating verbal announcement information In, it is the stream of another specific implementation process under second of implementation provided in an embodiment of the present invention referring to Figure 10, Figure 10 Journey schematic diagram, as shown in Figure 10, comprising the following steps:
S1001 determines the content of announcement type of at least one notice keyword, and it is logical to choose alarm according to content of announcement type Know template.
Specifically, the process is identical as the step S801 and S802 in Fig. 8, no longer repeated herein.
S1002 obtains the corresponding alarm notification content of notice keyword, if device Run Log length is less than default announcement Alert length threshold, interpreting equipment running log.
Specifically, describing referring to shown in step S602 shown in above-mentioned Fig. 6, the translation result of the device Run Log is obtained, It is no longer repeated herein.
The translation result of above-mentioned alarm notification content and device Run Log is combined above-mentioned alarm notification template by S1003 Generate alarm notification information.
Specifically, by above-mentioned each notice corresponding alarm notification content of keyword and the log content of above-mentioned language-specific In conjunction with the alarm notification information of the above-mentioned goal notification template generation network equipment.
Specifically, by above-mentioned first notice keyword and corresponding first alarm notification of above-mentioned second notice keyword Content and the second alarm notification content and the log content of above-mentioned language-specific combine above-mentioned goal notification template generation network The alarm notification information of devices exchange machine:
" exchange piling group abnormal failure occurs at the general headquarters of Lujiazui:
Lujiazui access switch
On November 13rd, 2018, the connection status of the Lujiazui 09:01:55 general headquarters changed: interface 2;The physics of member 3 are identified as, exchange piling group is 2 extremely.IRF port index and the linking status of exchange piling group abnormal 2 become 1."
Above-mentioned alarm notification information is converted into verbal announcement information by S1004.
Specifically, identify the content of above-mentioned alarm notification information, it will be in above-mentioned alarm notification information by voice conversion Appearance is converted into voice, obtains verbal announcement information.
Specifically, the verbal announcement information that the alarm notification information of the network equipment interchanger is converted into is as follows:
“lu jia zui zong bu chu fa sheng jiao huan ji dui die zu yi chang gu Zhang:
Lu jia zui jie ru kai guan
2018 nian 11 yue 13 hao 09:01:55 lu jia zui zong bu de lian jie Zhuang tai fa sheng gai bian:jie kou wei 2;cheng yuan de wu li biao shi wei 3, jiao huan ji dui die zu yi chang wei2.IRF duan kou suo yin he jiao huan ji dui die zu yi chang 2 de lian jie Zhuang tai bian wei 1.”。
Step S105, to the above-mentioned verbal announcement information of designated equipment voice broadcast.
Specifically, being set in above-mentioned notice set of keywords mapping table comprising multiple terminals associated by each notice keyword Standby, the above-mentioned network equipment also has associated multiple terminal devices.Wherein being determined according to the device identification of the above-mentioned network equipment should The type of the network equipment, and multiple related terminal devices of the network equipment are obtained according to the type of the above-mentioned network equipment, may be used also To obtain at least one the above-mentioned notice extracted in above equipment running log by above-mentioned notice set of keywords mapping table Multiple terminal devices corresponding to keyword, thus obtain the network equipment multiple related terminal devices and it is above-mentioned at least one Multiple terminal devices corresponding to notice keyword are total to N number of terminal device, are denoted as first terminal equipment to N terminal device, incite somebody to action Above-mentioned first terminal equipment is determined as above-mentioned designated equipment.
Specifically, request establishes voice communication with above-mentioned first terminal equipment, if the voice communication is successfully established, upwards The above-mentioned verbal announcement information of first terminal equipment voice broadcast is stated, otherwise request is established voice with above-mentioned second terminal equipment and led to Words, if the voice communication is successfully established, to the above-mentioned verbal announcement information of above-mentioned second terminal equipment voice broadcast, are otherwise asked It asks and establishes voice communication with above-mentioned third terminal equipment, similarly successively request and above-mentioned 4th terminal device to N terminal device Voice communication is established, if the voice communication is not successfully established yet, return continues to execute request and builds with above-mentioned first terminal equipment The process of vertical voice communication, until the voice communication is successfully established, to the corresponding terminal device language of voice communication being successfully established Sound broadcasts above-mentioned verbal announcement information.
Wherein, according to above-mentioned notice set of keywords mapping table it is found that above-mentioned first notice keyword " SQ_SH_LJZ " is closed The terminal device of connection includes: first terminal equipment, the corresponding first connection personnel of the first terminal equipment, and contact method is 136XXXX2564;Second terminal equipment, the corresponding second connection personnel of the second terminal equipment, contact method are 136XXXX2566.Terminal device associated by above-mentioned second notice keyword " member ID " includes: third terminal equipment, should Third terminal equipment corresponds to third connection personnel, contact method 153XXXX4851;4th terminal device, the 4th terminal are set Standby corresponding 4th connection personnel, contact method 153XXXX4850.The contact method of above-mentioned terminal device binding is successively extracted, The phone 136XXXX2564 for dialing above-mentioned first terminal apparatus bound, if phone is switched on, to above-mentioned first terminal equipment language Sound broadcasts above-mentioned verbal announcement information, otherwise dials the phone 136XXXX2566 of above-mentioned second terminal apparatus bound, similarly successively Contact third terminal equipment, the 4th terminal device, first terminal equipment ..., if tying up dialing above-mentioned third terminal equipment for the second time When fixed phone, the corresponding third connection personnel of above-mentioned third terminal equipment receive calls, then broadcast to above-mentioned third terminal equipment The phonic warning information is put, to terminate above-mentioned keyword alarm process.
Wherein, above-mentioned terminal device is the equipment that can receive message by corresponding contact method, such as mobile phone, computer Have the function of receiving speech message Deng, the terminal device, specifically gets the contact method of specified connection personnel, pass through The contact method is established with corresponding designated equipment and is communicated to connect, it is believed that binding has specified correspondent party on the designated equipment Formula.
Keyword provided in an embodiment of the present invention based on log alerts process, is by the announcement in device Run Log The lookup of alert keyword generates voice to excite alarm, then by the translation to the notice keyword in above equipment running log Notification information, and the verbal announcement information is sent to designated equipment, the verbal announcement information of feedback is simplified, it is logical to improve voice Know the playing efficiency and comprehensibility and alarming processing efficiency of information.Multiple terminal devices are repeatedly contacted by circulation simultaneously, are mentioned The high instantaneity of alarming processing.
It optionally, is a kind of keyword alarm device based on log provided in an embodiment of the present invention referring to Figure 11, Figure 11, As shown in figure 11, being somebody's turn to do the keyword alarm device 110 based on log may include: receiving module 1101, searching module 1102, obtains Modulus block 1103, processing module 1104 and feedback module 1105.It is specific:
Receiving module 1101, for receiving the device Run Log of network equipment submission;
Searching module 1102, for searching whether that there are in preset alarm set of keywords in above equipment running log Any alarm keyword;
Searching module 1102, if being also used in above equipment running log, there are any of the above-described alarm keyword, bases Preset notice alarm keyword extracts at least one notice keyword in above equipment running log;
Module 1103 is obtained, for obtaining at least one in above equipment running log according to notice set of keywords mapping table The corresponding alarm notification content of a notice keyword, the notice set of keywords mapping table includes that each notice keyword is corresponding Alarm notification content;
Processing module 1104, for according at least one above-mentioned corresponding alarm notification content of notice keyword with it is preset The splicing result of target alarms notice template generates the verbal announcement information of the network equipment;
Feedback module 1105 is established voice communication with designated equipment for requesting, and is successfully established in above-mentioned voice communication Afterwards, the above-mentioned verbal announcement information of Xiang Shangshu designated equipment voice broadcast.
Wherein, above-mentioned processing module 1104 is specifically used for:
Determine at least one the corresponding content of announcement class of notice keyword extracted in the device Run Log Type, at least one described corresponding content of announcement type of notice keyword includes network device identity, alarm time of origin, alarm Position, alarm event mark or alarm event explanation occurs;
It is determined from multiple alarm notification templates according at least one described corresponding content of announcement type of notice keyword Corresponding goal notification template voice, the goal notification template voice include that at least one described notice keyword is corresponding logical Know the content point of addition of content type;
By at least one described corresponding alarm notification Content Transformation of notice keyword at least one alarm notification voice;
According at least one described corresponding content of announcement type of notice keyword, at least one described notice alarm is closed The corresponding alarm notification voice of key word is respectively added to correspond to the content addition of content of announcement type in goal notification template voice Position generates the verbal announcement information of the network equipment.
Wherein, above-mentioned processing module 1104 is specifically used for:
Determine at least one the corresponding content of announcement class of notice keyword extracted in the device Run Log Type, at least one described corresponding content of announcement type of notice keyword includes network device identity, alarm time of origin, alarm Position, alarm event mark or alarm event explanation occurs;
It is determined from multiple alarm notification templates according at least one described corresponding content of announcement type of notice keyword Corresponding target alarms notify that template, the target alarms notice template include that at least one described notice keyword is corresponding logical Know the content point of addition of content type;
According at least one described corresponding content of announcement type of notice keyword, at least one described notice alarm is closed The corresponding alarm notification content of key word is respectively added to correspond to the content of content of announcement type in the target alarms notice template Point of addition, to obtain at least one described corresponding alarm notification content of notice keyword and preset target alarms notice The splicing result of template;
The splicing result is converted into the verbal announcement information of the network equipment.
Wherein, above-mentioned processing module 1104 is specifically also used to:
The opriginal language of sentence where detecting at least one the described notice keyword extracted in the device Run Log Type obtains target language type;
Cutting is carried out to sentence where at least one described notice keyword according to the opriginal language type, is formed First element set of sentence, each first element that first element set is included where at least one described notice keyword For word or expression;
The first object element that each first element in first element set is translated into target language type, according to First element set obtains corresponding first object clause;
Target language type described in each first object Element generation obtained according to the first object clause and translation First object sentence;
By at least one at least one corresponding first object element of notice keyword described in the first object sentence At least one described corresponding alarm notification content of notice keyword is replaced with, at least one described notice keyword place is obtained The alarm notification sentence of sentence;
It is notified according to the alarm notification sentence of sentence and preset target alarms where at least one described notice keyword The splicing result of template generates the verbal announcement information of the network equipment.
Wherein, above-mentioned processing module 1104 is specifically also used to:
In the case where determining that the length of the device Run Log is less than default alarm length threshold, set described in detection The opriginal language type of standby running log, obtains target language type;
The device Run Log is split into multiple log simple sentences, according to the opriginal language type to the multiple day Any log simple sentence in will simple sentence carries out cutting, obtains the second element collection for forming any log simple sentence, and described second Each second element that element set is included is word or expression;
Each second element that the second element is concentrated translates into the second object element of target language type, according to The second element collection obtains corresponding second target clause;
The target language type is generated according to each second object element that the second target clause and translation obtain The second object statement;
By at least one at least one corresponding second object element of notice keyword described in second object statement Replace with the corresponding alarm notification content of the notice keyword;
The splicing result of the alarm notification content and preset target alarms notice template is generated into the network equipment Verbal announcement information.
Wherein, above-mentioned processing module 1104 is also used to:
In the case where determining that the length of above equipment running log is less than default alarm length threshold, according to specific language The dictionary for translation of speech obtains content translation of the above equipment running log in addition at least one above-mentioned notice keyword specific The log content of language, and the corresponding alarm notification content of above-mentioned notice keyword is combined to obtain the announcement of above equipment running log Alert notice log;
The splicing result of above-mentioned alarm notification log and preset target alarms notice template is generated into the above-mentioned network equipment Verbal announcement information.
Wherein, above-mentioned feedback module 1105 is also used to:
According to extracted in the device identification of the above-mentioned network equipment and above equipment running log it is above-mentioned at least one It notifies keyword, determines the multiple terminal devices of the above-mentioned network equipment, above-mentioned multiple terminal devices are above-mentioned designated equipment, above-mentioned Designated equipment includes at least first terminal equipment and second terminal equipment;
Request establishes voice communication with above-mentioned first terminal equipment, if above-mentioned voice communication is successfully established, to above-mentioned the The above-mentioned verbal announcement information of one terminal device voice broadcast;Otherwise request establishes voice communication with above-mentioned second terminal equipment, if Above-mentioned voice communication is successfully established, then to the above-mentioned verbal announcement information of above-mentioned second terminal equipment voice broadcast, otherwise returns and hold The step of above-mentioned request of row and above-mentioned first terminal equipment establish voice communication.
Wherein, above-mentioned feedback module 1105 further include:
Voice converting unit, for above-mentioned alarm notification information to be converted into speech form by textual form.
In the specific implementation, above-mentioned apparatus can be executed provided by each step shown in above-mentioned Fig. 1 by above-mentioned modules Implementation realizes the function of being realized in the various embodiments described above, and for details, reference can be made to the above-mentioned keys shown in FIG. 1 based on log The corresponding description that each step provides in word alarm method embodiment, details are not described herein.
The embodiment of the invention provides a kind of keyword alarm device based on log, above-mentioned apparatus is by receiving network The device Run Log that equipment is submitted searches any alarm in preset alarm set of keywords in above equipment running log Keyword alerts to trigger, and at least one notice is extracted in above equipment running log by preset notice set of keywords Keyword obtains at least one above-mentioned corresponding alarm notification content of notice keyword, knot by notice set of keywords mapping table Above-mentioned verbal announcement information is sent to specified set by the verbal announcement information for closing the target alarms notice template generation network equipment It is standby, thus simplify the verbal announcement information of feedback, the playing efficiency and comprehensibility and alarming processing of raising verbal announcement information Efficiency.
It is the structural schematic diagram of terminal device provided in an embodiment of the present invention referring to Figure 12, Figure 12.As shown in figure 12, this reality Applying the terminal device in example may include: one or more processors 1201, memory 1202 and transmission device 1203.Above-mentioned place Reason device 1201, memory 1202 and transmission device 1203 are connected by bus 1204.Memory 1202 is for storing computer journey Sequence, the computer program include program instruction, and transmission device 1203 is for transferring data to user;Processor 1201 is for holding The program instruction that line storage 1202 stores, performs the following operations:
Receive the device Run Log that the network equipment is submitted;
Search whether that there are any alarm keywords in preset alarm set of keywords in above equipment running log;
If there are any of the above-described alarm keywords in above equipment running log, existed according to preset notice set of keywords At least one notice keyword is extracted in above equipment running log;
It is corresponding that at least one of above equipment running log notice keyword is obtained according to notice set of keywords mapping table Alarm notification content, the notice set of keywords mapping table includes the corresponding alarm notification content of each notice keyword;
Template is notified according at least one above-mentioned corresponding alarm notification content of notice keyword and preset target alarms Splicing result generate the verbal announcement information of the network equipment;
Request establishes voice communication with designated equipment, and after above-mentioned voice communication is successfully established, Xiang Shangshu designated equipment The above-mentioned verbal announcement information of voice broadcast.
In the specific implementation, above-mentioned terminal device can be executed by each functional module built in it as each in above-mentioned Fig. 1 Implementation provided by step, for details, reference can be made to the descriptions of implementation provided by each step in above-mentioned Fig. 1, herein no longer It repeats.
The embodiment of the present invention is by providing a kind of terminal device, comprising: processor, memory and transmission device pass through place The computer instruction in device acquisition memory is managed, each step of method shown in above-mentioned Fig. 1 is executed.Pass through the meter in memory The instruction of calculation machine, keyword alarm process of the processor execution based on log, the alarm notification information after being handled, and should Alarm notification information is sent to designated equipment, to simplify the alarm notification information of feedback, that improves alarm notification information can The property read, to improve the treatment effeciency of alarm.
The embodiment of the present invention also provides a kind of computer readable storage medium, which has meter Calculation machine program, the computer program include program instruction, which realizes each step shown in Fig. 1 when being executed by processor Keyword alarm method based on log provided by rapid, for details, reference can be made to implementation provided by each step of above-mentioned Fig. 1, Details are not described herein.
The specification and claims of the embodiment of the present invention and term " first " in attached drawing, " second " etc. are for area Not different objects, not for description particular order.In addition, term " includes " and their any deformations, it is intended that covering Non-exclusive includes.Such as it contains process, method, device, product or the equipment of a series of steps or units and is not limited to Listed step or module, but optionally further comprising the step of not listing or module, or optionally further comprising for this A little process, methods, device, other step units of product or equipment inherently.In addition, term " at least " is for enumerating part feelings Condition, to reflect implementation process, rather than only include that the method provided is implemented to require.
The above disclosure is only the preferred embodiments of the present invention, cannot limit the right model of the present invention with this certainly It encloses, therefore equivalent changes made in accordance with the claims of the present invention, is still within the scope of the present invention.

Claims (10)

1. a kind of keyword alarm method based on log characterized by comprising
Receive the device Run Log that the network equipment is submitted;
Search whether that there are any alarm keywords in preset alarm set of keywords in the device Run Log;
If there are any alarm keywords in the device Run Log, according to preset notice set of keywords described At least one notice keyword is extracted in device Run Log;
The corresponding announcement of at least one of described device Run Log notice keyword is obtained according to notice set of keywords mapping table Alert content of announcement, the notice set of keywords mapping table includes the corresponding alarm notification content of each notice keyword;
According to the spelling of at least one described corresponding alarm notification content of notice keyword and preset target alarms notice template Binding fruit generates the verbal announcement information of the network equipment;
Request establishes voice communication with designated equipment, and after the voice communication is successfully established, Xiang Suoshu designated equipment voice Broadcast the verbal announcement information.
2. the method as described in claim 1, which is characterized in that described logical according at least one corresponding alarm of notice keyword Know that content and preset target alarms notify the splicing result of template to generate the verbal announcement information of the network equipment, comprising:
Determine at least one the corresponding content of announcement type of notice keyword extracted in the device Run Log, institute Stating at least one corresponding content of announcement type of notice keyword includes network device identity, alarm time of origin, alarm generation Position, alarm event mark or alarm event explanation;
It is determined and is corresponded to from multiple alarm notification templates according at least one described corresponding content of announcement type of notice keyword Goal notification template voice, the goal notification template voice includes at least one described corresponding notice of notice keyword Hold the content point of addition of type;
By at least one described corresponding alarm notification Content Transformation of notice keyword at least one alarm notification voice;
It, will at least one described notice alarm keyword according at least one described corresponding content of announcement type of notice keyword Corresponding alarm notification voice is respectively added to correspond to the content point of addition of content of announcement type in goal notification template voice, Generate the verbal announcement information of the network equipment.
3. the method as described in claim 1, which is characterized in that described logical according at least one corresponding alarm of notice keyword Know that content and preset target alarms notify the splicing result of template to generate the verbal announcement information of the network equipment, comprising:
Determine at least one the corresponding content of announcement type of notice keyword extracted in the device Run Log, institute Stating at least one corresponding content of announcement type of notice keyword includes network device identity, alarm time of origin, alarm generation Position, alarm event mark or alarm event explanation;
It is determined and is corresponded to from multiple alarm notification templates according at least one described corresponding content of announcement type of notice keyword Target alarms notify that template, target alarms notice template include at least one described corresponding notice of notice keyword Hold the content point of addition of type;
It, will at least one described notice alarm keyword according at least one described corresponding content of announcement type of notice keyword Corresponding alarm notification content is respectively added to correspond to the content addition of content of announcement type in the target alarms notice template Position, to obtain at least one described corresponding alarm notification content of notice keyword and preset target alarms notice template Splicing result;
The verbal announcement information of the network equipment is generated by the splicing result.
4. method as claimed in claim 2 or claim 3, which is characterized in that the verbal announcement information for generating the network equipment, Further include:
The opriginal language type of sentence where detecting at least one the described notice keyword extracted in the device Run Log, Obtain target language type;
Cutting is carried out to sentence where at least one described notice keyword according to the opriginal language type, is obtained described in composition The first element set of sentence, each first element that first element set is included are single where at least one notice keyword Word or phrase;
The first object element that each first element in first element set is translated into target language type, according to described First element set obtains corresponding first object clause;
According to the of target language type described in the first object clause and the obtained each first object Element generation of translation One object statement;
At least one corresponding a first object element of notice keyword described in the first object sentence is replaced with described At least one corresponding alarm notification content of notice keyword, the alarm of sentence where obtaining at least one described notice keyword Notify sentence;
Template is notified according to the alarm notification sentence of sentence and preset target alarms where at least one described notice keyword Splicing result generate the verbal announcement information of the network equipment.
5. method as claimed in claim 2 or claim 3, which is characterized in that the verbal announcement information for generating the network equipment, Further include:
In the case where determining that the length of the device Run Log is less than default alarm length threshold, the equipment fortune is detected The opriginal language type of row log obtains target language type;
The device Run Log is split into multiple log simple sentences, according to the opriginal language type to the multiple log list Any log simple sentence in sentence carries out cutting, obtains the second element collection for forming any log simple sentence, the second element Integrate each second element for being included as word or expression;
Each second element that the second element is concentrated translates into the second object element of target language type, according to described Second element collection obtains corresponding second target clause;
The of the target language type is generated according to the second target clause and obtained each second object element of translation Two object statements;
By corresponding at least one the second object element replacement of at least one notice keyword described in second object statement For the corresponding alarm notification content of the notice keyword;
The splicing result of the alarm notification content and preset target alarms notice template is generated to the language of the network equipment Sound notification information.
6. the method as described in claim 1, which is characterized in that the request establishes voice communication with designated equipment, and in institute It states after voice communication is successfully established, verbal announcement information described in Xiang Suoshu designated equipment voice broadcast includes:
At least one notice according to extracting and obtain in the device identification of the network equipment and the device Run Log Keyword determines the multiple terminal devices of the network equipment, and the multiple terminal device is the designated equipment, described specified Equipment includes at least first terminal equipment and second terminal equipment;
Request establishes voice communication with the first terminal equipment, if the voice communication is successfully established, eventually to described first Verbal announcement information described in end equipment voice broadcast;Otherwise request establishes voice communication with the second terminal equipment, if described Voice communication is successfully established, then to verbal announcement information described in the second terminal equipment voice broadcast, otherwise returns and execute institute State the step of request establishes voice communication with the first terminal equipment.
7. a kind of keyword alarm device based on log, which is characterized in that described device includes:
Receiving module, for receiving the device Run Log of network equipment submission;
Searching module, for searching whether that there are any announcements in preset alarm set of keywords in the device Run Log Alert keyword;
The searching module, if being also used in the device Run Log there are any alarm keyword, according to default Notice alarm set of keywords extracted in the device Run Log at least one notice keyword;
Module is obtained, is closed for obtaining at least one of described device Run Log notice according to notice set of keywords mapping table The corresponding alarm notification content of key word, the notice set of keywords mapping table include the corresponding alarm notification of each notice keyword Content;
Processing module, for according at least one described corresponding alarm notification content of notice keyword and preset target alarms The splicing result of notice template generates the verbal announcement information of the network equipment;
Feedback module establishes voice communication with designated equipment for requesting, and after the voice communication is successfully established, Xiang Suoshu Verbal announcement information described in designated equipment voice broadcast.
8. device as claimed in claim 7, which is characterized in that the processing module is specifically used for:
Determine at least one the corresponding content of announcement type of notice keyword extracted in the device Run Log, institute Stating at least one corresponding content of announcement type of notice keyword includes network device identity, alarm time of origin, alarm generation Position, alarm event mark or alarm event explanation;
It is determined and is corresponded to from multiple alarm notification templates according at least one described corresponding content of announcement type of notice keyword Goal notification template voice, the goal notification template voice includes at least one described corresponding notice of notice keyword Hold the content point of addition of type;
By at least one described corresponding alarm notification Content Transformation of notice keyword at least one alarm notification voice;
It, will at least one described notice alarm keyword according at least one described corresponding content of announcement type of notice keyword Corresponding alarm notification voice is respectively added to correspond to the content point of addition of content of announcement type in goal notification template voice, Generate the verbal announcement information of the network equipment.
9. a kind of keyword alarm device based on log, which is characterized in that including processor, memory, transmission device;
The processor is connected with the memory and the transmission device respectively, wherein the transmission device is used for data It is transferred to user, the memory is for storing program code, and the processor is for calling said program code, to execute such as Method described in any one of claims 1-6.
10. a kind of computer storage medium, which is characterized in that the computer storage medium is stored with computer program, described Computer program includes program instruction, and described program is instructed when being executed by a processor, executed such as any one of claim 1-6 institute The method stated.
CN201910436250.2A 2019-05-23 2019-05-23 Keyword warning method and device based on log Active CN110245055B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910436250.2A CN110245055B (en) 2019-05-23 2019-05-23 Keyword warning method and device based on log

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910436250.2A CN110245055B (en) 2019-05-23 2019-05-23 Keyword warning method and device based on log

Publications (2)

Publication Number Publication Date
CN110245055A true CN110245055A (en) 2019-09-17
CN110245055B CN110245055B (en) 2022-05-03

Family

ID=67884863

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910436250.2A Active CN110245055B (en) 2019-05-23 2019-05-23 Keyword warning method and device based on log

Country Status (1)

Country Link
CN (1) CN110245055B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112000883A (en) * 2020-08-07 2020-11-27 苏州浪潮智能科技有限公司 Method, device and equipment for automatically adjusting weight value and storage medium
CN114006940A (en) * 2021-12-31 2022-02-01 思创数码科技股份有限公司 Building integrated management information pushing method, system, computer and storage medium

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104184622A (en) * 2014-09-09 2014-12-03 福建星网视易信息系统有限公司 Log information notification method and system
CN105740121A (en) * 2016-01-26 2016-07-06 中国银行股份有限公司 Log text monitoring and early-warning method and apparatus
CN108712294A (en) * 2018-06-05 2018-10-26 陈艳 A method of network equipment monitoring alarm is realized based on Syslog knowledge bases
CN109359026A (en) * 2018-08-15 2019-02-19 中国平安人寿保险股份有限公司 Log reporting method, device, electronic equipment and computer readable storage medium
CN109637529A (en) * 2018-11-01 2019-04-16 平安科技(深圳)有限公司 Voice-based functional localization method, apparatus, computer equipment and storage medium
CN109783370A (en) * 2018-12-25 2019-05-21 努比亚技术有限公司 A kind of log grasping means, terminal and computer readable storage medium

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104184622A (en) * 2014-09-09 2014-12-03 福建星网视易信息系统有限公司 Log information notification method and system
CN105740121A (en) * 2016-01-26 2016-07-06 中国银行股份有限公司 Log text monitoring and early-warning method and apparatus
CN108712294A (en) * 2018-06-05 2018-10-26 陈艳 A method of network equipment monitoring alarm is realized based on Syslog knowledge bases
CN109359026A (en) * 2018-08-15 2019-02-19 中国平安人寿保险股份有限公司 Log reporting method, device, electronic equipment and computer readable storage medium
CN109637529A (en) * 2018-11-01 2019-04-16 平安科技(深圳)有限公司 Voice-based functional localization method, apparatus, computer equipment and storage medium
CN109783370A (en) * 2018-12-25 2019-05-21 努比亚技术有限公司 A kind of log grasping means, terminal and computer readable storage medium

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112000883A (en) * 2020-08-07 2020-11-27 苏州浪潮智能科技有限公司 Method, device and equipment for automatically adjusting weight value and storage medium
CN112000883B (en) * 2020-08-07 2022-05-24 苏州浪潮智能科技有限公司 Method, device and equipment for automatically adjusting weight value and storage medium
CN114006940A (en) * 2021-12-31 2022-02-01 思创数码科技股份有限公司 Building integrated management information pushing method, system, computer and storage medium

Also Published As

Publication number Publication date
CN110245055B (en) 2022-05-03

Similar Documents

Publication Publication Date Title
JP7346609B2 (en) Systems and methods for performing semantic exploration using natural language understanding (NLU) frameworks
US11238232B2 (en) Written-modality prosody subsystem in a natural language understanding (NLU) framework
AU2020298542B2 (en) Deriving multiple meaning representations for an utterance in a natural language understanding framework
US9002696B2 (en) Data security system for natural language translation
JP5280642B2 (en) Translation system, translation program, and parallel translation data generation method
EP2455936B1 (en) Speech translation system, dictionary server, and program
JP2015176099A (en) Dialog system construction assist system, method, and program
JP6622165B2 (en) Dialog log analysis apparatus, dialog log analysis method and program
US11886818B2 (en) Method and apparatus for detecting anomalies in mission critical environments
CN109830231B (en) Session processing method, device and storage medium
CN110245055A (en) A kind of keyword alarm method and device based on log
CN110245045B (en) Keyword warning method and device based on log
CN110020429A (en) Method for recognizing semantics and equipment
CN114242047A (en) Voice processing method and device, electronic equipment and storage medium
JP2018159729A (en) Interaction system construction support device, method and program
JP2013225200A (en) Semantic correspondence device, processing method thereof and program
JP6114090B2 (en) Machine translation apparatus, machine translation method and program
CN112632109A (en) Information extraction method and device, electronic equipment and readable storage medium
JP2002297646A (en) System, method, and program for service
JPS63136260A (en) Processing system for production of sentence of mechanical translation system
CN118260405A (en) Intention recognition method, intention recognition device and electronic equipment
CN117762970A (en) Data retrieval method, device, equipment and storage medium
CN113010764A (en) Public opinion monitoring system, method, computer equipment and storage medium
CN113761118A (en) Audio data processing method, audio data processing device, audio data processing apparatus, and storage medium
CN117688180A (en) Information extraction method, device, equipment and storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant