CN107665192A - A kind of management and running warning information apparatus for automatically sorting and method - Google Patents
A kind of management and running warning information apparatus for automatically sorting and method Download PDFInfo
- Publication number
- CN107665192A CN107665192A CN201711226028.7A CN201711226028A CN107665192A CN 107665192 A CN107665192 A CN 107665192A CN 201711226028 A CN201711226028 A CN 201711226028A CN 107665192 A CN107665192 A CN 107665192A
- Authority
- CN
- China
- Prior art keywords
- information
- word segmentation
- word
- segmentation result
- input
- 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.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 17
- 230000011218 segmentation Effects 0.000 claims abstract description 55
- 238000004458 analytical method Methods 0.000 claims abstract description 36
- 230000011664 signaling Effects 0.000 claims abstract description 31
- 238000005520 cutting process Methods 0.000 claims description 6
- 238000003058 natural language processing Methods 0.000 abstract description 2
- 238000005516 engineering process Methods 0.000 description 3
- 238000013473 artificial intelligence Methods 0.000 description 1
- 238000000151 deposition Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000013550 semantic technology Methods 0.000 description 1
- 230000035807 sensation Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/35—Clustering; Classification
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/30—Semantic analysis
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Machine Translation (AREA)
Abstract
The invention discloses a kind of management and running warning information apparatus for automatically sorting and method, and the device includes text database, for storing remote signalling information；Natural language understanding module, its input are connected to text database, and word segmentation result information is obtained for carrying out word segmentation processing to remote signalling information；Phrase analysis module, its input are connected to natural language understanding module output end, and Alarm Classification information corresponding to word segmentation result information is drawn for carrying out analysis to word segmentation result information.The present invention uses natural language processing technique, remote signalling information is described to carry out semantic analysis, computer carries out Alarm Classification to remote signalling information automatically, improves operating efficiency.
Description
Technical field
The present invention relates to the field of the semantic technology in artificial intelligence and semantic search, more particularly to a kind of management and running are accused
Alert information apparatus for automatically sorting and method.
Background technology
The combination of computer and internet generates substantial amounts of information, and this causes us to have the sensation being submerged quickly.Thing
Real is also that so, we are also constantly manufacturing new information while unconventional magnanimity information is tackled.This information content is
Increased in a manner of geometric progression.People wishing to be placed on computer in effective processing of magnanimity information, expect not only from
Information flood it is middle freed, can also better profit from these magnanimity informations.
At present, transformer station's remote signalling information that management and running needs monitor is increasing, and each remote signalling information must press
Classified according to power network Alarm Classification method.By taking 110 kv substations as an example, about 1200 remote signalling information, it can be seen that people
Work point class workload is big.
The content of the invention
It is an object of the invention to provide a kind of management and running warning information apparatus for automatically sorting and method, with natural language
Treatment technology, remote signalling information is described to carry out semantic analysis, computer carries out Alarm Classification to remote signalling information automatically, improves work
Efficiency.
In order to realize the above object the present invention is achieved by the following technical solutions：
A kind of management and running warning information apparatus for automatically sorting, is characterized in, comprising：
Text database, for storing remote signalling information；
Natural language understanding module, its input are connected to text database, are obtained for carrying out word segmentation processing to remote signalling information
Word segmentation result information；
Phrase analysis module, its input are connected to natural language understanding module output end, for being carried out to word segmentation result information
Analysis draws Alarm Classification information corresponding to word segmentation result information.
Described natural language understanding module includes：
Word segmentation unit, its input are connected to text database, for carrying out the cutting of word to remote signalling information, if turning into
Dry word；
Word analytic unit, its input are connected to word segmentation unit, for carrying out word point to several words of input
Analysis obtains word segmentation result information.
Described phrase analysis module includes：
Semantic analysis unit, replaced for carrying out the identification of demand word, synonym analysis and near synonym to described word segmentation result information
Change processing and obtain the semanteme of word segmentation result；
Match Alarm Classification unit, its an input connection semantic analysis unit, for the semantic of the word segmentation result to be carried out
Match somebody with somebody, draw Alarm Classification information.
The device also includes a proprietary ontology library, its input conjunctive phrase analysis module, for obtained alarm to be divided
Category information is put into proprietary ontology library.
A kind of management and running warning information automatic classification method, is characterized in, this method comprises the following steps：
S1, store remote signalling information；
S2, word segmentation processing is carried out to remote signalling information and obtains word segmentation result information；
S3, analysis is carried out to word segmentation result information and draws Alarm Classification information corresponding to word segmentation result information.
Described step S2 is included：
S2.1, the cutting of word is carried out to remote signalling information, turns into several words；
S2.2, several words progress word of input is analyzed to obtain word segmentation result information.
Described step S3 is included：
S3.1, the identification of demand word, synonym analysis and near synonym replacement are carried out to described word segmentation result information and is handled point
The semanteme of word result；
S3.2, the semanteme of the word segmentation result is matched, draw Alarm Classification information.
The present invention compared with prior art, has advantages below：
The present invention uses natural language processing technique, remote signalling information is described to carry out semantic analysis, computer automatically believes remote signalling
Breath carries out Alarm Classification, improves operating efficiency.
Brief description of the drawings
Fig. 1 is a kind of structural representation of management and running warning information apparatus for automatically sorting of the present invention.
Embodiment
Below in conjunction with accompanying drawing, by describing a preferable specific embodiment in detail, the present invention is further elaborated.
As shown in figure 1, a kind of management and running warning information apparatus for automatically sorting, comprising：Text database 100, for depositing
Store up remote signalling information；Natural language understanding module 200, its input are connected to text database, for dividing remote signalling information
Word handles to obtain word segmentation result information；Phrase analysis module 300, its input are connected to natural language understanding module output end,
Alarm Classification information corresponding to word segmentation result information is drawn for carrying out analysis to word segmentation result information.
Above-mentioned natural language understanding module includes：
Word segmentation unit 201, its input are connected to text database 100, for carrying out the cutting of word to remote signalling information,
As several words；
Word analytic unit 202, its input are connected to word segmentation unit, for carrying out word to several words of input
Analysis obtains word segmentation result information, specifically, being contrasted with the power network alarm specific language model pre-established, carries out weight marking
Obtain word segmentation result information.
Above-mentioned phrase analysis module includes：
Semantic analysis unit 301, for carrying out the identification of demand word, synonym analysis and near synonym to described word segmentation result information
Replacement handles to obtain the semanteme of word segmentation result；
Match Alarm Classification unit 302, its input connection semantic analysis unit, for the semanteme of the word segmentation result to be carried out
Matching, draws Alarm Classification information.
In a particular embodiment, the device also includes a proprietary ontology library 400, its input conjunctive phrase analysis module,
For obtained Alarm Classification information to be put into proprietary ontology library.
A kind of management and running warning information automatic classification method, this method comprise the following steps：
S1, store remote signalling information；
S2, word segmentation processing is carried out to remote signalling information and obtains word segmentation result information；
S3, analysis is carried out to word segmentation result information and draws Alarm Classification information corresponding to word segmentation result information.
Described step S2 is included：
S2.1, the cutting of word is carried out to remote signalling information, turns into several words；
S2.2, several words progress word of input is analyzed to obtain word segmentation result information.
Described step S3 is included：
S3.1, the identification of demand word, synonym analysis and near synonym replacement are carried out to described word segmentation result information and is handled point
The semanteme of word result；
S3.2, the semanteme of the word segmentation result is matched, draw Alarm Classification information.
In summary, a kind of management and running warning information apparatus for automatically sorting of the present invention and method, at natural language
Reason technology, remote signalling information is described to carry out semantic analysis, computer carries out Alarm Classification to remote signalling information automatically, improves work effect
Rate.
Although present disclosure is discussed in detail by above preferred embodiment, but it should be appreciated that above-mentioned
Description is not considered as limitation of the present invention.After those skilled in the art have read the above, for the present invention's
A variety of modifications and substitutions all will be apparent.Therefore, protection scope of the present invention should be limited to the appended claims.
Claims (7)
1. a kind of management and running warning information apparatus for automatically sorting, it is characterised in that include：
Text database, for storing remote signalling information；
Natural language understanding module, its input are connected to text database, are obtained for carrying out word segmentation processing to remote signalling information
Word segmentation result information；
Phrase analysis module, its input are connected to natural language understanding module output end, for being carried out to word segmentation result information
Analysis draws Alarm Classification information corresponding to word segmentation result information.
2. management and running warning information apparatus for automatically sorting as claimed in claim 1, it is characterised in that described natural language
Understanding Module includes：
Word segmentation unit, its input are connected to text database, for carrying out the cutting of word to remote signalling information, if turning into
Dry word；
Word analytic unit, its input are connected to word segmentation unit, for carrying out word point to several words of input
Analysis obtains word segmentation result information.
3. management and running warning information apparatus for automatically sorting as claimed in claim 1, it is characterised in that described phrase analysis
Module includes：
Semantic analysis unit, replaced for carrying out the identification of demand word, synonym analysis and near synonym to described word segmentation result information
Change processing and obtain the semanteme of word segmentation result；
Match Alarm Classification unit, its an input connection semantic analysis unit, for the semantic of the word segmentation result to be carried out
Match somebody with somebody, draw Alarm Classification information.
4. management and running warning information apparatus for automatically sorting as claimed in claim 1, it is characterised in that also comprising one proprietary
Body storehouse, its input conjunctive phrase analysis module, for obtained Alarm Classification information to be put into proprietary ontology library.
5. a kind of management and running warning information automatic classification method, it is characterised in that this method comprises the following steps：
S1, store remote signalling information；
S2, word segmentation processing is carried out to remote signalling information and obtains word segmentation result information；
S3, analysis is carried out to word segmentation result information and draws Alarm Classification information corresponding to word segmentation result information.
6. management and running warning information automatic classification method as claimed in claim 5, it is characterised in that described step S2 bags
Contain：
S2.1, the cutting of word is carried out to remote signalling information, turns into several words；
S2.2, several words progress word of input is analyzed to obtain word segmentation result information.
7. management and running warning information automatic classification method as claimed in claim 1, it is characterised in that described step S3 bags
Contain：
S3.1, the identification of demand word, synonym analysis and near synonym replacement are carried out to described word segmentation result information and is handled point
The semanteme of word result；
S3.2, the semanteme of the word segmentation result is matched, draw Alarm Classification information.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711226028.7A CN107665192A (en) | 2017-11-29 | 2017-11-29 | A kind of management and running warning information apparatus for automatically sorting and method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711226028.7A CN107665192A (en) | 2017-11-29 | 2017-11-29 | A kind of management and running warning information apparatus for automatically sorting and method |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN107665192A true CN107665192A (en) | 2018-02-06 |
Family
ID=61144551
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201711226028.7A Pending CN107665192A (en) | 2017-11-29 | 2017-11-29 | A kind of management and running warning information apparatus for automatically sorting and method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN107665192A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110866173A (en) * | 2019-11-21 | 2020-03-06 | 贵州电网有限责任公司 | Remote signaling combing method based on deep learning |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105550291A (en) * | 2015-12-10 | 2016-05-04 | 百度在线网络技术（北京）有限公司 | Text classification method and device |
| US20160283583A1 (en) * | 2014-03-14 | 2016-09-29 | Tencent Technology (Shenzhen) Company Limited | Method, apparatus, and storage medium for text information processing |
| CN106933798A (en) * | 2015-12-31 | 2017-07-07 | 北京城市网邻信息技术有限公司 | The method and device of information analysis |
| CN107340766A (en) * | 2017-07-10 | 2017-11-10 | 浙江大学 | Power scheduling alarm signal text based on similarity sorts out and method for diagnosing faults |
-
2017
- 2017-11-29 CN CN201711226028.7A patent/CN107665192A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20160283583A1 (en) * | 2014-03-14 | 2016-09-29 | Tencent Technology (Shenzhen) Company Limited | Method, apparatus, and storage medium for text information processing |
| CN105550291A (en) * | 2015-12-10 | 2016-05-04 | 百度在线网络技术（北京）有限公司 | Text classification method and device |
| CN106933798A (en) * | 2015-12-31 | 2017-07-07 | 北京城市网邻信息技术有限公司 | The method and device of information analysis |
| CN107340766A (en) * | 2017-07-10 | 2017-11-10 | 浙江大学 | Power scheduling alarm signal text based on similarity sorts out and method for diagnosing faults |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110866173A (en) * | 2019-11-21 | 2020-03-06 | 贵州电网有限责任公司 | Remote signaling combing method based on deep learning |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US20200143289A1 (en) | Systems and method for performing contextual classification using supervised and unsupervised training | |
| CN105808526B (en) | Commodity short text core word extracting method and device | |
| CN106776574B (en) | User comment text mining method and device | |
| CN108334495A (en) | Short text similarity calculating method and system | |
| CN109299480A (en) | Terminology Translation method and device based on context of co-text | |
| CN110968684B (en) | Information processing method, device, equipment and storage medium | |
| CN108804432A (en) | It is a kind of based on network media data Stream Discovery and to track the mthods, systems and devices of much-talked-about topic | |
| CN113837531A (en) | Product quality problem finding and risk assessment method based on network comments | |
| CN103841216A (en) | Network public opinion monitoring system based on cloud platform | |
| CN107423288A (en) | A kind of Chinese automatic word-cut and method based on unsupervised learning | |
| CN109446300B (en) | Corpus preprocessing method, corpus pre-labeling method and electronic equipment | |
| CN104216979B (en) | Chinese technique patent automatic classifying system and the method that patent classification is carried out using the system | |
| CN104331523B (en) | A kind of question sentence search method based on conceptual object model | |
| CN103177036A (en) | Method and system for label automatic extraction | |
| CN110298041A (en) | Rubbish text filter method, device, electronic equipment and storage medium | |
| CN110674378A (en) | Chinese semantic recognition method based on cosine similarity and minimum editing distance | |
| CN104573030A (en) | Textual emotion prediction method and device | |
| Korobkin et al. | Method of identification of patent trends based on descriptions of technical functions | |
| CN109359299A (en) | A kind of internet of things equipment ability ontology based on commodity data is from construction method | |
| Chang et al. | A METHOD OF FINE-GRAINED SHORT TEXT SENTIMENT ANALYSIS BASED ON MACHINE LEARNING. | |
| CN107665192A (en) | A kind of management and running warning information apparatus for automatically sorting and method | |
| CN107480270A (en) | A kind of real time individual based on user feedback data stream recommends method and system | |
| Mohsen et al. | A performance comparison of machine learning classifiers for Covid-19 Arabic Quarantine tweets sentiment analysis | |
| Tang et al. | Jointly considering Siamese network and MatchPyramid network for text semantic matching | |
| CN110413985B (en) | Related text segment searching method and device |
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 | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20180206 |
|
| RJ01 | Rejection of invention patent application after publication |