WO2019026653A1 - Dispositif de génération de données de recherche - Google Patents

Dispositif de génération de données de recherche Download PDF

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Publication number
WO2019026653A1
WO2019026653A1 PCT/JP2018/027375 JP2018027375W WO2019026653A1 WO 2019026653 A1 WO2019026653 A1 WO 2019026653A1 JP 2018027375 W JP2018027375 W JP 2018027375W WO 2019026653 A1 WO2019026653 A1 WO 2019026653A1
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WO
WIPO (PCT)
Prior art keywords
search
data
sensing
sensor
unit
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PCT/JP2018/027375
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English (en)
Japanese (ja)
Inventor
紘 今井
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オムロン株式会社
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Publication date
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Priority to JP2018539454A priority Critical patent/JP6471837B1/ja
Publication of WO2019026653A1 publication Critical patent/WO2019026653A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04Q—SELECTING
    • H04Q9/00—Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom

Definitions

  • the present invention relates to a technology for generating search data that facilitates search of a sensor from the user side.
  • Patent Document 1 the method described in Patent Document 1 is matching based on metadata input by the user, and there is a problem that the data user can search for sensing data only in the form of list display.
  • the present invention has been made in view of the above, and an object thereof is to provide a search data generation apparatus, method, and program that can improve the search accuracy of a sensor.
  • a search data generation apparatus is a search data acquisition unit for acquiring search data from an input search condition related to a sensor, and the sensor and sensing based on the acquired search data. And a sensing data generation unit for search that generates search sensing data having an item relating to.
  • the search conditions are input, for example, via a terminal.
  • the computer acquires the search data from the input search condition related to the sensor, and the sensor and the search data are acquired based on the acquired data. Generating search sensing data having an item related to sensing.
  • the search data generation program comprises the steps of acquiring search data from an input search condition related to a sensor, and items related to the sensor and sensing based on the acquired search data. And generating a search sensing data having the
  • search sensing data is generated from the input search condition. That is, since it becomes possible to search for the sensor in the data array of sensing data, higher search accuracy can be expected.
  • the data format of sensing data is different in each company which manufactures a sensor. Therefore, when the user is required to replace the data array while looking at the specification of the sensor for matching based on the sensing data, it takes time and time. In this respect, according to the above invention, such an operation is not necessary, and the input operation of the search condition becomes easy.
  • the search sensing data generation unit may generate the search sensing data by converting a data format of the search data by applying a conversion data format to the search data. According to this configuration, it is possible to easily generate search sensing data according to the conversion data format in which the arrangement of data is defined. For example, the search sensing data may be generated by writing the acquired search data in the corresponding item of the conversion format table.
  • the search data generation device may be used for the user side search sensing data, which is the search sensing data generated by the search sensing data generation unit, for the provider side search relating to the sensor and the sensor prepared in advance.
  • a search unit may be provided that matches the data and searches for a matching sensor. According to this configuration, highly accurate search can be performed in the input mode of the search condition from the user's viewpoint.
  • a matching method different from the matching method with the data for providing side search generated on the providing side in the related art can be applied, diversification of matching can be achieved.
  • the search data generation apparatus may further include a notification unit that notifies the search condition to a provider who has provided the provider search data of the sensor searched by the search unit. According to this configuration, it is possible for the provider side to generate more suitable data for provider search by providing feedback of the search condition in the matching.
  • the search sensing data generation unit may include an operation unit that generates the search sensing data by applying a conversion formula to the search data. According to this configuration, by enabling the conversion process, the input on the user side may be appropriately content suitable for the search.
  • the search accuracy of the sensor can be improved.
  • FIG. 1 is a schematic configuration diagram showing an example of a sensor network system to which a search data generation apparatus according to the present invention is applied.
  • the 1st Embodiment of the data generation apparatus for a search is shown, (A) is a block diagram, (B) is a figure which shows the example of a format of sensing data. It is a block diagram which shows 2nd Embodiment of the data generation apparatus for a search.
  • the 3rd Embodiment of the data generation apparatus for a search is shown, (A) is a block diagram, (B) is a figure which shows the example of a format of several sensing data. It is a block diagram which shows 4th Embodiment of the data generation apparatus for a search.
  • FIG. 1 is a schematic block diagram showing an example of a sensor network system to which a search data generation apparatus according to the present invention is applied.
  • the sensor network system 1 is a system for distributing sensing data obtained on the provider side as a transaction (sales) target from the provider side to the user side.
  • the sensor network system 1 includes a sensor network unit 10 and a sensing device 20 as a configuration on the provider side, and an application system 30 as a configuration on the user side.
  • the provider side and the user side are communicably connected via a sensor network server 40 provided on a network 90 such as the Internet.
  • the sensor network server 40 constitutes a sensing data distribution market which is a market place, that is, SDTM (Sensing Data Trading Market).
  • the sensing device 20 is a sensor that detects (acquires) the state of an observation area defined in space or space.
  • An image sensor (camera), a temperature sensor, a humidity sensor, an illuminance sensor, a force sensor, a sound sensor, an RFID sensor, an infrared sensor, an attitude sensor, a rainfall sensor, a radioactivity sensor, a gas sensor, etc. correspond to the sensing device 20.
  • System 1 may utilize any type of sensor.
  • the sensing device 20 may include a mobile type having a built-in sensor such as a mobile phone, a smartphone, and a tablet terminal.
  • the sensor network unit 10 is configured of a general-purpose computer including a microprocessor, a storage unit, a communication unit, an input unit, a display unit, and the like, and collects sensing data sensed by the sensing device 20. And in association with each other in the storage unit.
  • the sensor network unit 10 includes terminals (not shown) such as computer devices handled by the respective providers (providers), and the provider search data 101 for performing matching processing with the users by these terminals.
  • Generate The provider side search data 101 is search data input to a data table including data related to the sensing device 20 and data related to the sensing data as input items, and is for matching processing with the user side search data.
  • each item such as information of sensing device, information of sensing target, information of sensing target area, information of sensing operation, etc. can be included, and for example, “data type”, “data type”, The manufacturer name, "model number”, “target for sensing", “value” and others can be adopted.
  • the sensor network unit 10 transmits sensing data to the application system 30 of the request source via the network 90 based on the usage request from the application system 30 side.
  • the application system 30 includes terminals (computer devices, smartphones, tablets, etc.) handled on each use side, and is configured by a general-purpose computer provided with a microprocessor, a storage unit, a communication unit, an input unit, a display unit, etc. It is done.
  • the application system 30 receives, via the input unit, a process for receiving an operation for inputting the user-side search condition 301 for searching for sensing data desired to be used, and transmits the content of the operation to the sensor network server 40 via the network 90. Do the process.
  • the application system 30 also performs processing of receiving sensing data from the sensor network unit 10 when matching is established.
  • the user side search condition 301 can be input on the application system 30 side, for example, by inputting an appropriate keyword on the search screen of the terminal.
  • the user-side search condition 301 is a data table or the like including data related to the sensing device 20 and an attribute related to sensing (for example, in the case of a temperature sensor, temperature value ° C simply as a numerical value) data as an input item It is condition data.
  • the use-side search condition 301 is rearranged (re-converted) via the conversion format table 500 for sensing data as described later, and the provider-side search data 101 having common items or corresponding items Provided for matching. As an example, it includes the items shown in the user side search condition 301 on the right side of FIG. 2 (B).
  • the sensor network server 40 is configured by a general-purpose computer including a microprocessor, a storage unit, a communication unit, and an input unit, a display unit, and the like as necessary.
  • the sensor network server 40 has, as a function to be executed, a search data generation unit 50 which is a functional module that is a program.
  • the sensor network server 40 generates a search sensing data generation process, a matching process, and a matching result in which the search data generation unit 50 generates the conversion format table 500 (see FIG. 2B) from the use side search condition 301.
  • the accompanying process (a data flow control instruction or the like as an instruction to transmit the sensing data to the application system 30 of the request source) is performed.
  • the conversion format table 500 is stored in the storage unit (not shown) in the sensor network server 40.
  • the matching process by the search data generation unit 50 is performed by the sensor network server 40 in the present embodiment, but the functional modules constituting the search data generation unit 50 are installed on the sensor network unit 10 side and the application system 30 side. It may be a mode that is executed. Furthermore, the search data generation unit 50 may be connected separately from the sensor network server 40 so as to be communicable with the network 90 and used.
  • each embodiment of the search data generation unit 50 will be described using FIGS. 2 to 7.
  • the search data generation unit 50 includes a use side search data acquisition unit 51 and a search sensing data generation unit 52.
  • the use side search data acquisition unit 51 performs a process of extracting a search keyword from the use side search condition 301 input and transmitted by the use side terminal which is the application system 30.
  • the search sensing data generation unit 52 stores a data table in which each item is arranged in a predetermined order, such as the conversion format table 500 for sensing data illustrated in FIG. 2B.
  • the search sensing data generation unit 52 performs a process of posting or writing the search keyword extracted by the use side search data acquisition unit 51 in the corresponding item in the conversion format table 500.
  • the conversion format table 500 includes a header unit 501 and a footer unit 503 in which data relating to the sensing device 20 is written, and sensing data in which data relating to sensing data (including mere numerical values other than data sensed from the sensing device 20) is written.
  • a unit 502 is provided.
  • the items of the sensing data unit 502 include, for example, various environment items and values.
  • Numeric data may be displayed in decimal or in hexadecimal (0xxxxxx). As described above, data input based on the user's search request is replaced with the format of the conversion format table 500 corresponding to the input mode to the provider's data item, and this is used for search and the like. Improve search accuracy for search items requested by the client.
  • the search data generation unit 50 ⁇ / b> A includes a user side search data acquisition unit 51, a search sensing data generation unit 52, and a search unit 53.
  • the use side search data acquisition unit 51 and the search sensing data generation unit 52 execute the same functions as those in FIG.
  • the search unit 53 is provided with provider-side search data on the provider side created by the sensor network unit 10 and registered in advance in the sensor network server 40 and the user-side search data generated by the search sensing data generation unit 52. Perform matching. The matching is performed by comparing the contents of corresponding items as known, and identifying and extracting a sensing device 20 having a matching item, for example. As described above, since the matching is performed including the search items related to the sensing device 20 and the sensing data according to the input content from the viewpoint of the user, the user can easily enter the search condition while the user side remains The search accuracy for the search items required by is improved.
  • the search data generation unit 50 ⁇ / b> B includes a use side search data acquisition unit 51, a search sensing data generation unit 521, and a search unit 53.
  • the use side search data acquisition unit 51 and the search unit 53 execute the same functions as those in FIG. 3.
  • the example of FIG. 4 shows an example of processing in the case where the item of the maker name and the model number in the use side search condition 301 is not input.
  • the search sensing data generation unit 521 generates the conversion format tables 510, 520, and 530 for each corresponding sensor maker (three makers in this example) from the data type and the like.
  • the search unit 53 performs search processing for each of the conversion format tables 510, 520, and 530. As a result, finer search can be performed according to the search request.
  • the search data generation unit 50C includes a use side search data acquisition unit 511, a search sensing data generation unit 52, a search unit 531, and a notification unit 54.
  • the use side search data acquisition unit 511 performs a process of transmitting the result to the notification unit 54 when the matching is established.
  • the search unit 531 performs a process of transmitting the result to the notification unit 54.
  • the notification unit 54 receives the matching establishment result signal from the use side search data acquisition unit 511 and the search unit 531 and transmits a notification to that effect to the terminal that has generated the provider side search data 101 in the sensor network unit 10. I do. By feeding back the search results and the user-side search conditions to the provider in this manner, the provider can be provided with highly accurate search data.
  • the notification unit 54 may perform notification processing with the information from the search unit 531.
  • the search data generation unit 50D includes a user side search data acquisition unit 51 and a search sensing data generation unit 522.
  • the temperature item of the user-side search condition 301 is input in degrees Celsius (° C.), while the input item of the temperature value of the conversion format table 500 is Kelvin (K).
  • the search sensing data generation unit 522 has a conversion formula set for the input of the temperature value.
  • the conversion equation is, for example, as shown in FIG. DECHEX (273 + Temp) It is.
  • (1) is an input item column of the temperature value of the conversion format table 500
  • (2) is an operator for converting a decimal number into a hexadecimal number
  • (3) is a conversion for converting a degree from Celsius to Kelvin It is a part.
  • FIG. 7 is a block diagram showing processing of sales promotion which is an example of the usage pattern of the present invention.
  • the user who is the application system 30 is a consulting business, for example, a sales promotion consulting business.
  • the application system 60 of the sales promotion consulting company is connected to the device 70 of the monitor store A.
  • the apparatus 70 of the monitor store A includes an environmental sensor I that measures temperature, and a POS data unit that manages sales of the store A, and transmits temperature and POS data to the application system 60 via the network 90.
  • the POS data is the amount of sales accumulated in the cash register system of the store A, for example, sales products over time and their sales amount.
  • the application system 60 takes in sales products over time, the amount of sales, and temperature data, for example, a temperature at which sales of a product (or service) becomes noticeable at a predetermined temperature, here 25 ° C. And correlation with sales can be obtained.
  • the application system 60 sends the use side search condition 301 to the search data generation unit 50.
  • the search data generation unit 50 is connected to, for example, the consulting target stores B, C, and D as a provider, and receives provider search data.
  • the consulting target stores B, C, and D have the same configuration as the device 70 of the monitor store A.
  • the search unit 53 of the search data generation unit 50 matches the provider search data 101 with the data of the conversion format table 500.
  • a value 25 (° C.) is input in the item of temperature as the use-side search condition.
  • the sales promotion consulting business operator receives provision of sales data (POS data) and environmental sensing data such as the temperature in the store from the device 70 of the monitor store A which has a monitor contract with the company, and the monitor store A
  • POS data sales data
  • environmental sensing data such as the temperature in the store
  • the analysis data on the correlation between product sales and in-store environment is held from sales data and environmental sensing data.
  • the store internal temperature is 25 ° C.
  • the sales promotion consulting business operator is sensing data of environmental sensor II (81, 82, 83) installed in the consulting target stores (B, C, D, ...) contracted with the company.
  • the sales promotion support is performed while acquiring the matching with the temperature information by the search unit 53 here.
  • the sales promotion consulting business entity searches the target store whether it is 25 ° C. or not by the temperature data based on the analysis result.
  • the target stores only know the presence or absence of matching just by providing sensing data, and become sales support.
  • sales promotion can be achieved by receiving in advance a proposal to adjust the in-store temperature to 25 ° C.
  • the present invention is not limited to the relationship between the sales amount and the temperature, and may use correlation analysis results between various sales information and environmental information. Moreover, it is not limited to sales promotion of a store, It is applicable also to the aspect to which it consults based on the correlation analysis result of various business content and its environmental information.
  • FIG. 8 is a basic flowchart showing generation / search processing of search data performed by a search data generation unit.
  • step S1 it is judged whether or not the use side search condition 301 has been received.
  • this flow is passed, and when there is reception of the use side search condition 301, extraction of input data is performed from among the use side search conditions 301 (step S3).
  • step S5 the extracted input data is written to the corresponding item of the conversion format table 500 for sensing data.
  • the writing of input data that is the use side search condition 301 from the application system 30 side that is the use side to the corresponding item of the conversion format table 500 for conversion of sensing data is not limited to the manner in which the contents are transferred as it is. As shown in, the aspect may be such that the operation result obtained through the conversion equation is written. Alternatively, the relationship between the data (metadata) on the sensing device 20 and the sensing data in relation to the observation target is associated in advance with the related items of the conversion format table 500, and the use side search condition 301 is used. When the item to be input is input, the search condition may be written according to the association content.
  • relevant information (specifications of the sensing device 20, etc.) is collected by performing a keyword search (browse) or the like on the related site (data server) on the network 90 for the contents input as the user-side search condition 301. If matching is performed in association with the corresponding item of the conversion format table 500, the search accuracy is further improved compared to the input operation.
  • step S7 the provider search data 101 is fetched (step S7), and then a search, that is, a matching process is performed (step S9). Then, a process according to the matching result is executed (step S11).
  • the matching sensing device 20 and the sensing data are transmitted to the use side which is the search request source of the application system 30. Further, the establishment of the matching is notified to the provider of the sensor network unit 10 that has created the provider-side search data 101. On the other hand, when the matching is not established, the fact may be transmitted to the user who is the search request source.
  • the present invention is not limited to the above embodiment as it is, and at the implementation stage, the constituent elements can be modified and embodied without departing from the scope of the invention.
  • various inventions can be formed by appropriate combinations of a plurality of constituent elements disclosed in the embodiments. For example, some components may be deleted from all the components shown in the embodiment. Furthermore, components in different embodiments may be combined as appropriate.
  • the hardware processor is Get search data from the search condition related to the sensor input from the terminal, A search data generation apparatus for generating search sensing data having items relating to the sensor and sensing based on the acquired search data.
  • Search data generation method for generating search sensing data having items relating to the sensor and sensing based on the acquired search data.
  • sensor network system 10 sensor network unit 20 sensing device (sensor) 30 application system 40 sensor network server 50, 50A, 50B, 50C, 50D search data generation unit 51, 511 user-side search data acquisition unit (search data acquisition unit) 52, 521, 522 Search sensing data generation unit (calculation unit) 53,531 search unit 54 notification unit 301 user side search condition (search condition) 500, 510, 520, 530 format table

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  • Theoretical Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
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Abstract

L'invention concerne un dispositif de génération de données de recherche permettant d'améliorer la précision d'une recherche pour un capteur. Un dispositif de génération de données de recherche (50) comprend : une unité d'acquisition de données de recherche côté utilisation (51) qui acquiert des données de recherche sur la base de conditions de recherche (301) se rapportant à un dispositif de détection (20) ; et une unité de génération de données de détection de recherche (52) qui génère des données de détection de recherche comportant des éléments se rapportant au dispositif de détection (20) et des éléments se rapportant à la détection pour les données de recherche acquises.
PCT/JP2018/027375 2017-08-03 2018-07-20 Dispositif de génération de données de recherche WO2019026653A1 (fr)

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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006244120A (ja) * 2005-03-03 2006-09-14 Hitachi Ltd センサネットワークシステム、センサデータの処理方法及びプログラム
JP2010117797A (ja) * 2008-11-11 2010-05-27 Hitachi Ltd 数値表現処理装置
US20120197852A1 (en) * 2011-01-28 2012-08-02 Cisco Technology, Inc. Aggregating Sensor Data
US20150169768A1 (en) * 2013-12-18 2015-06-18 Graduate School At Shenzhen, Tsinghua University Multitasking resource allocation system and method on internet of things service platform
JP2017102793A (ja) * 2015-12-03 2017-06-08 オムロン株式会社 データフロー制御装置およびデータフロー制御方法

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003132088A (ja) * 2001-10-22 2003-05-09 Toshiba Corp 時系列データ検索システム

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006244120A (ja) * 2005-03-03 2006-09-14 Hitachi Ltd センサネットワークシステム、センサデータの処理方法及びプログラム
JP2010117797A (ja) * 2008-11-11 2010-05-27 Hitachi Ltd 数値表現処理装置
US20120197852A1 (en) * 2011-01-28 2012-08-02 Cisco Technology, Inc. Aggregating Sensor Data
US20150169768A1 (en) * 2013-12-18 2015-06-18 Graduate School At Shenzhen, Tsinghua University Multitasking resource allocation system and method on internet of things service platform
JP2017102793A (ja) * 2015-12-03 2017-06-08 オムロン株式会社 データフロー制御装置およびデータフロー制御方法

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