TW201642677A - System and method for dynamic management of context awareness service to multiple users - Google Patents

System and method for dynamic management of context awareness service to multiple users Download PDF

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TW201642677A
TW201642677A TW104115746A TW104115746A TW201642677A TW 201642677 A TW201642677 A TW 201642677A TW 104115746 A TW104115746 A TW 104115746A TW 104115746 A TW104115746 A TW 104115746A TW 201642677 A TW201642677 A TW 201642677A
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TWI565339B (en
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Chao-Yi Wu
ting-guang Li
Gen-Ming Kuo
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Univ Southern Taiwan Sci & Tec
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Abstract

The present invention provides a system and method for dynamic management of context awareness service to multiple users. The system includes a data retrieval sub-system for executing a context-aware data retrieval mode, a data analysis and prediction sub-system for executing a context-aware data prediction mode, a push notification sub-system for executing a push notification mode based on the data collected through mobile crowd sensing and context aware devices, a navigation application sub-system for executing an IoT navigation application mode, and a database for storing the data collected in different modes. The context awareness service most suitable to the needs of the users is provided based on the context data such as identity, events, time, location and things.

Description

動態多人情境感知系統及其方法Dynamic multi-person situational awareness system and method thereof

本發明係有關於一種基於行動群眾感知(MCS)與情境感知(Context Awareness)之物聯網(IOT)應用系統架構,藉以解決傳統作業方式需要事先於環境內建設多樣感測器,所帶來的成本與維護問題的情境感知系統及其方法。The present invention relates to an Internet of Things (IoT) application system architecture based on Action Mass Perception (MCS) and Context Awareness, so as to solve the problem that traditional operation methods need to construct various sensors in the environment beforehand. A situational awareness system and method for cost and maintenance issues.

近年在由於科技資訊的迅速發展,因此有所謂的「情境感知」技術開始盛行。情境感知就是透過各式感測器的感測,提供最適合使用者所處情況的服務。透過情境感知技術,不僅可以提升服務品質,更能夠提供更好的使用者體驗。例如模擬一個情境,當遊客站在古蹟前,遊客所能看到的就只是一座冷冰冰的古蹟,但是透過情境感知服務技術,利用GPS定位或是如智慧型眼鏡等裝置,即可即時讓古蹟相關的資訊顯示在手機或眼鏡上,對於首次參觀古蹟的遊客而言,就算沒有導遊的介紹,也能夠了解其歷史背景。In recent years, due to the rapid development of scientific and technological information, so-called "situational awareness" technology has become popular. Contextual awareness is the provision of services that best suit the user's situation through the sensing of various sensors. Through context-aware technology, it not only improves service quality, but also provides a better user experience. For example, to simulate a situation, when a visitor stands in front of a monument, what visitors can see is just a cold ice-cold monument, but through context-aware service technology, using GPS positioning or devices such as smart glasses, it is possible to instantly make the monuments relevant. The information is displayed on the mobile phone or glasses. For the first time visitors to the monument, even if there is no introduction of the tour guide, they can understand the historical background.

因此有如中華民國100年4月1日所公開之發明第201112052號「多模式鄰近偵測」專利案,其係揭露:一或多個電子裝置傳輸訊號至鄰近伺服器,其判定該第一電子裝置是否可能鄰近該第二電子裝置。該鄰近伺服器傳輸訊號至該第一電子裝置及該第二電子裝置,且回應於該訊號,該第一及第二電子裝置啓動環境感測器、收集至少一個環境資料的樣本、擷取該環境資料的至少一個特性組、從該特性組產生第一隱匿特性組、將該第一及第二隱匿特性組傳輸至該鄰近伺服器。該鄰近伺服器使用該第一隱匿特性組及該第二隱匿特性組以判定該第一電子裝置及該第二電子裝置是否鄰近。Therefore, as disclosed in the "Multi-Mode Proximity Detection" patent of the invention No. 201112052 published on April 1, 100, the disclosure of the invention discloses that one or more electronic devices transmit signals to adjacent servers, which determine the first electronic Whether the device is likely to be adjacent to the second electronic device. The proximity server transmits a signal to the first electronic device and the second electronic device, and in response to the signal, the first and second electronic devices activate an environmental sensor, collect samples of at least one environmental data, and retrieve the At least one characteristic group of the environmental data, generating a first hidden characteristic group from the characteristic group, and transmitting the first and second hidden characteristic groups to the neighboring server. The proximity server uses the first hidden feature set and the second hidden feature set to determine whether the first electronic device and the second electronic device are adjacent.

又有如中華民國100年6月1日所公告之新型第M405025號「       情境感知系統」專利案,其係揭露:包括一伺服端、一資訊收集單元及一手持電子單元,該資訊收集單元用以收集一外部情境資訊,並儲存至該伺服端之一資料庫,該手持電子單元則包含有一衛星定位單元用以接收一位置資訊及一輸入單元用以輸入一內部情境資訊,並將該位置資訊及內部情境資訊儲存至該資料庫;前述伺服端自該資料庫擷取該外部情境資訊、位置資訊及內部情境資訊,並運算處理後產生一運算結果回傳至該手持電子單元,再由該手持電子單元之一輸出單元輸出該運算結果;使用者即可依據該運算結果對其生活周遭環境之狀況作適當之應對。There is also a new type of "Situation Awareness System" patent case No. M405025 announced on June 1, 100, which includes a server, a information collection unit and a handheld electronic unit. The information collection unit is used for Collecting an external situation information and storing it in a database of the server, the handheld electronic unit includes a satellite positioning unit for receiving a location information and an input unit for inputting an internal situation information, and the location information is And the internal situation information is stored in the database; the server extracts the external situation information, the location information and the internal situation information from the database, and the operation result is returned to the handheld electronic unit, and then the An output unit of the handheld electronic unit outputs the result of the operation; the user can appropriately respond to the situation of the surrounding environment according to the operation result.

然上述該等專利前案具有下列之使用缺點。However, the above patents have the following disadvantages.

1.使用範圍及所能達成之功效較為狹隘,僅能供靜態的單人使用。1. The scope of use and the achievable effect are relatively narrow and can only be used by static single people.

2.而且需於實體環境中建置多個感測器,造成使用成本增高。2. It is also necessary to build multiple sensors in the physical environment, resulting in increased usage costs.

3.分析技術僅由後端之伺服端提供,缺乏對於前端之用戶端的應用。3. The analysis technology is only provided by the server on the back end, lacking the application to the front end of the client.

4.而且各家廠商所生產之感測器傳回參數格式相異,且互不相容。4. Moreover, the parameters returned by the sensors produced by various manufacturers are different and incompatible with each other.

5.眾多感測器之維護、檢修與調整問題。5. Maintenance, overhaul and adjustment of many sensors.

6.感測結果受限於事先設置的感測器類型、數量,而使得其準確率不佳。6. The sensing result is limited by the type and quantity of sensors set in advance, which makes the accuracy of the sensor poor.

爰此,有鑑於目前的情境感知系統及方法具有上述的缺點。故本發明提供一種動態多人情境感知系統,配合一用戶端及一伺服端於一感知環境內共同執行,係設有:一資料擷取子系統,係內建於該用戶端,該資料擷取子系統係包含有一觸發模組、一動態感知器參與模組及一趨於全自動背景服務模組,藉以執行一情境感知資料擷取模式;一資料分析暨預測子系統,係內建於該伺服端,該資料分析暨預測子系統係包含有一人事時地物訊息分析模組及一行為資料預測模組,藉以執行一情境感知資料暨預測模式;一資訊推播子系統,係分別內建於該用戶端及該伺服端,該資訊推播子系統係包含有一人事時地物訊息篩選模組、一促銷資訊推播模組、一急難資訊推播模組及一抽獎結果推播模組,藉以執行一基於行動群眾感知與情境感知之資訊推播模式;一導覽應用子系統,係內建於該用戶端,該導覽應用子系統係包含有一意圖清單模組、一清單導向導覽模組、一闖關活動模組及一情境學習模組,藉以執行一物聯網導覽應用模式;一資料庫,係連線於該伺服端,該資料庫係藉以儲存上述各個子系統執行不同模式時所獲得之資料。Accordingly, the present situational awareness system and method have the above disadvantages. Therefore, the present invention provides a dynamic multi-person context sensing system, which is implemented in conjunction with a client and a server in a sensing environment, and is provided with: a data retrieval subsystem built in the user terminal, the data is The subsystem includes a trigger module, a dynamic sensor participation module, and a full-automatic background service module for performing a context-aware data capture mode; a data analysis and prediction subsystem is built in In the server, the data analysis and prediction subsystem includes a person-time feature information analysis module and a behavior data prediction module to execute a context-aware data and prediction mode; an information-pushing subsystem is separately Built on the client and the server, the information push subsystem includes a person-time feature message screening module, a promotion information push module, an emergency information push module, and a lottery result push mode. a group, in order to implement an information promotion mode based on action mass perception and context awareness; a navigation application subsystem is built in the user terminal, and the navigation application subsystem includes An intent list module, a list guide menu module, a link activity module and a situation learning module for executing an Internet of Things navigation application mode; a database connected to the server, the data The library is used to store the information obtained when each of the above subsystems executes different modes.

本發明亦可為一種動態多人情境感知方法,係配合上述動態多人情境感知系統共同執行,於該感知環境內設置至少一觸發器,該觸發器係以藍芽訊號進行傳輸,該用戶端進入到該感知環境內,即會感應到該觸發器,藉以執行下列其中之一或其任意組合之模式:A.啟動該資料擷取子系統執行該情境感知資料擷取模式;B.啟動該資料分析暨預測子系統執行該情境感知資料暨預測模式;C.啟動該資訊推播子系統執行該基於行動群眾感知與情境感知之資訊推播模式;D.啟動該導覽應用子系統執行該物聯網導覽應用模式。The present invention may also be a dynamic multi-person context sensing method, which is implemented in conjunction with the dynamic multi-person context sensing system, and at least one trigger is set in the sensing environment, and the trigger is transmitted by a blue signal, the user end After entering the sensing environment, the trigger is sensed, thereby performing one or a combination of the following modes: A. starting the data retrieval subsystem to execute the context aware data capture mode; B. starting the The data analysis and prediction subsystem executes the situational awareness data and prediction mode; C. starts the information promotion subsystem to perform the information promotion mode based on the action mass perception and context awareness; D. starts the navigation application subsystem to execute the IoT navigation application mode.

上述情境感知資料擷取模式,係經由該觸發模組判斷該藍芽訊號是否符合預設值,該動態感知器參與模組於判斷符合後,則開啟該用戶端所內建之一感應器,以產生感知的功能,並啟動該趨於全自動背景服務模組,藉以擷取該感知環境內之環境資料與該用戶端可公開的個人資料。The context-aware data capture mode determines whether the Bluetooth signal conforms to a preset value by using the trigger module, and the dynamic sensor participant module opens a sensor built in the user terminal after the judgment is met. In order to generate a perceived function, and to activate the automatic background service module, the environmental information in the perceived environment and the personal data that can be disclosed by the client are captured.

上述情境感知資料暨預測模式,先經由該人事時地物訊息分析模組依照情境分類,並且依情境加權,最後再經由該行為資料預測模組產出預測結果。The above-mentioned situational awareness data and prediction mode are first classified according to the situation by the personnel time feature information analysis module, and are weighted according to the situation, and finally the prediction result is outputted by the behavior data prediction module.

上述行動群眾感知與情境感知之資訊推播模式,先經由該人事時地物訊息篩選模組依照情境分類,並確認該伺服端是否發出急難訊息,並於發出急難訊息後,啟動該急難資訊推播模組,藉以統合位於同一時間點、處於相同地區或相同情境之該用戶端,並分析鄰近地區或相同情境之用戶位置,產出一清單,同時於該用戶端顯示一推播急難訊息。The information dissemination mode of the above-mentioned action mass perception and context perception is first classified according to the situation through the personnel time information filtering module, and it is confirmed whether the server sends a difficult message, and after the emergency message is issued, the emergency information is launched. The broadcast module is used to integrate the user terminals located at the same time point, in the same area or in the same situation, and analyze the location of the user in the neighboring area or the same situation, and generate a list, and display a push-and-disaster message on the user end.

上述促銷資訊推播模組係篩選感知環境內之環境資料,並根據該用戶端的偏好,向其推播符合該篩選結果之適當商品的促銷資訊。The promotion information promotion module screens the environmental information in the sensing environment, and according to the preference of the user, pushes the promotion information of the appropriate product that meets the screening result.

上述抽獎結果推播模組係依照情境分類,根據篩選該感知環境內之環境資料的結果,自該伺服端找出抽獎資訊,並透過該用戶端展現,該抽獎資訊係包含一抽獎活動及一抽獎結果。The above-mentioned lottery result pushing module is based on the situation classification, and based on the result of screening the environmental data in the sensing environment, the lottery information is found from the server and displayed through the client, the lottery information includes a lottery event and a The result of the draw.

上述意圖清單模組係供建立一意圖清單,並予以解析為實地位置之對應清單,該清單導向導覽模組則會根據該意圖清單而顯示一導覽畫面,以導引該用戶端抵達一目標位置。The intent list module is configured to create an intent list and parse it into a corresponding list of physical locations, and the list guide navigation module displays a navigation screen according to the intent list to guide the user to arrive at the target location.

上述啟動該闖關活動模組於一闖關活動中,感知於該感知環境內該用戶端之位置,藉以作為闖關活動認定之標準,並於該用戶端顯示出該闖關活動之畫面。The above-mentioned activation of the activity module is performed in a related activity, and the location of the user terminal in the sensing environment is perceived as a criterion for determining the activity of the activity, and the screen of the activity is displayed on the user terminal.

上述啟動該情境學習模組,藉以執行一情境學習,並於該用戶端顯示出一情境學習之畫面,根據該感知環境內之環境資料所篩選出來之結果,予以顯示出一商品的相關學習資料。The scenario learning module is activated to perform a context learning, and a scenario learning screen is displayed on the user end, and the related learning materials of the product are displayed according to the result of the environmental information in the sensing environment. .

本發明具有下列之優點:The invention has the following advantages:

1.在某些定點設置藍芽訊號發射器,以作為觸發器之用,使用戶端之智慧型行動裝置能辨識其已進入特定區域,並自動喚醒用戶端之前端應用程式進行後續感知服務與分析,用戶無需刻意開啟前端應用程式,能於自然的情境環境中使用感知服務,藉此可達到趨於全自動感知與分析之運作。1. Set the Bluetooth signal transmitter at some fixed point to act as a trigger, so that the smart mobile device of the user can recognize that it has entered a specific area, and automatically wake up the front end application of the user for subsequent sensing service and Analysis, users do not need to deliberately open the front-end application, can use the perception service in a natural situation environment, which can achieve the operation of automatic sensing and analysis.

2.用戶端之智慧型行動裝置〔可視同為感測器〕無需事先配置於特定場所,其在整個過程中屬於動態參與,所有支援本系統且已安裝專屬前端應用程式之智慧型行動裝置,利用其內建的感應器進行一連串的感知與分析,具有高度擴充性,而且每一個智慧型行動裝置皆視為一種複合式感測器,故每一個複合式感測器進入某區域,即視為該區域新增一個感測器。2. The smart mobile device of the user terminal (which can be regarded as the sensor) does not need to be configured in a specific place in advance, and it is dynamic participation throughout the process, and all smart mobile devices that support the system and have a dedicated front-end application installed. With its built-in sensor for a series of sensing and analysis, it is highly scalable, and each smart mobile device is regarded as a composite sensor, so each composite sensor enters a certain area, that is, Add a new sensor to the area.

3.由於感測器係為動態參與,故系統管理者無需事先設置感測器,而且也不會有各家廠商所生產之感測器傳回參數格式不相容之缺點產生。3. Since the sensor is dynamically involved, the system administrator does not need to set the sensor in advance, and there is no disadvantage that the sensor returns the parameter format incompatibility produced by each manufacturer.

4.以觸發器配合主從架構之設計,觸發器將持續傳輸藍芽訊號,智慧型行動裝置將偵測及過濾藍芽訊號是否符合,自動啟動對應的前端應用程式及流程,經前端之用戶端初步分析處理後,再將資料送往後端之伺服器彙整與儲存。4. With the trigger and the design of the master-slave architecture, the trigger will continue to transmit the Bluetooth signal. The smart mobile device will detect and filter the Bluetooth signal, and automatically launch the corresponding front-end application and process. After the initial analysis and processing, the data is sent to the server at the back end for collection and storage.

5.透過專屬之前端應用程式擷取並解析資料,包含環境(溫度、光度、聲音、室內相對位置、GPS座標)與用戶資料(可公開之年齡、性別、職業、通訊名單數、意圖清單),並依據區域與間隔時間,判定其是否為有意義行為,若不具意義則直接排除,不再送往後端之伺服端儲存,藉此減輕伺服端之負載與節省用戶端感知所耗用的電力資源。5. Capture and analyze data through the proprietary front-end application, including environment (temperature, luminosity, sound, indoor relative position, GPS coordinates) and user data (public age, gender, occupation, number of communication lists, intent list) And according to the region and interval time, determine whether it is a meaningful behavior, if it is not meaningful, it is directly excluded, and is not sent to the server storage at the back end, thereby reducing the load on the server and saving the power consumed by the user. Resources.

6.考量人、事、時、地、物之用戶的行為分析及預測,透過擷取用戶可公開資料與環境資料,以人、事、時、地、物之多面向同時進行分類、分析與篩選,依場合定義加權模式,找出其行為模式並加以預測。6. Consider the behavior analysis and prediction of users, people, time, place, and material users. By extracting users' public and environmental data, they can classify, analyze, and analyze people, events, time, place, and material. Screening, defining weighting patterns by occasion, finding out their behavior patterns and predicting them.

7.同時考量人、事、時、地、物之急難訊息推播,透過擷取用戶可公開之資料與環境資料,自伺服端找出已發生的急難訊息,並透過用戶端之前端應用程式以醒目的方式提醒用戶,同時產出可供救援小組參考之用戶位置對應表。7. At the same time, consider the urgent information of people, events, time, place and material. By extracting the publicly available data and environmental data, the server can find out the urgent information that has occurred and use the client-side application. Remind the user in an eye-catching manner, and at the same time produce a user location correspondence table that can be referenced by the rescue team.

8.同時考量人、事、時、地、物之促銷資訊推播,透過擷取用戶可公開之資料與環境資料,自伺服端找出適當的資訊,並透過用戶端之前端應用程式展現予用戶,此資訊將包含相關於該情境下之商品促銷內容或曾參與抽獎活動之抽獎結果。8. At the same time, consider the promotion information of people, events, time, place and property. By extracting the user's publicly available information and environmental information, the server can find out the appropriate information and display it through the client's front-end application. User, this information will contain the results of the promotion related to the product in this situation or the lottery that has participated in the sweepstakes.

9.支援抽獎、闖關與各式活動之舉行,透過進入特定區域作為活動參與之認定,伺服端將由可擷取之資料辨識參與用戶之身分,作為抽獎活動之身分辨別之用,亦可直接推送中獎訊息予中獎用戶。9. Support the lottery, customs and various activities. By entering the specific area as the identification of the event participation, the server will identify the identity of the participating users from the available information, and identify it as a lottery. It can also be directly pushed. The winning message is given to the winning user.

10.支援情境式學習,其內容包含語言與相關知識,考量人、事、時、地、物進行最適合學習資訊之推播。10. Support contextual learning, which includes language and related knowledge, and considers people, events, time, places, and objects to carry out the most suitable learning information.

11.透過系統引導用戶將其行為意圖進行清單化作業,簡化後續處理手續,用戶端之前端應用程式將針對清單進行分析,並銜接至清單導向導覽模組,以導引用戶方便且迅速的抵達商品所在位置。11. Through the system to guide the user to inventory their behavior intentions, simplify the follow-up process, the client front-end application will analyze the list, and connect to the list guide wizard module to guide users conveniently and quickly Arrive at the location of the item.

12.本發明系統之架構精簡明確,建置成本低、維護容易。12. The architecture of the system of the present invention is streamlined and clear, and the construction cost is low and the maintenance is easy.

13.本發明以軟體為主要導向,硬體僅在適當時機參與,大幅提升應用的變化能力,更可適應各種場合使用。13. The invention is mainly guided by software, and the hardware only participates at an appropriate time, greatly improving the application change capability, and is more suitable for various occasions.

請參閱第一圖及第二圖所示,本發明實施例係為一種動態多人情境感知系統,並配合一用戶端(A)及一伺服端(B)共同執行,該用戶端(A)係為一智慧型手機、一平板電腦或一智慧型手錶之智慧型行動裝置,該伺服端(B)則為一伺服器電腦。該用戶端(A)係下載儲存有一前端應用程式(A1),又該伺服端(B)則下載儲存有一後端應用程式(B1),經由該前端應用程式(A1)及該後端應用程式(B1),藉以共同執行本發明之情境感知系統。本發明實施例包括有資料擷取子系統(1)、資料分析暨預測子系統(2)、資訊推播子系統(3)、導覽應用子系統(4)及資料庫(5),其中:Referring to the first figure and the second figure, the embodiment of the present invention is a dynamic multi-person context sensing system, which is jointly executed by a client (A) and a server (B), the client (A) It is a smart mobile device of a smart phone, a tablet computer or a smart watch, and the server (B) is a server computer. The client (A) downloads and stores a front-end application (A1), and the server (B) downloads and stores a back-end application (B1) via the front-end application (A1) and the back-end application. (B1), whereby the context aware system of the present invention is jointly implemented. Embodiments of the present invention include a data capture subsystem (1), a data analysis and prediction subsystem (2), an information push subsystem (3), a navigation application subsystem (4), and a database (5), wherein :

資料擷取子系統(1),係內建於該用戶端(A)。該資料擷取子系統(1)係包含有一觸發模組(11)、一動態感知器參與模組(12)及一趨於全自動背景服務模組(13),藉以可執行一情境感知資料擷取模式。The data retrieval subsystem (1) is built in the user terminal (A). The data capture subsystem (1) includes a trigger module (11), a dynamic sensor participation module (12), and a fully automatic background service module (13) for performing a context aware data. Capture mode.

資料分析暨預測子系統(2),係內建於該伺服端(B)。該資料分析暨預測子系統(2)係包含有一人事時地物訊息分析模組(21)及一行為資料預測模組(22),藉以可執行一情境感知資料暨預測模式。The data analysis and prediction subsystem (2) is built in the server (B). The data analysis and prediction subsystem (2) includes a person-time feature information analysis module (21) and a behavior data prediction module (22) to perform a context-aware data and prediction mode.

資訊推播子系統(3),係分別內建於該用戶端(A)及該伺服端(B)。該資訊推播子系統(3)係包含有一人事時地物訊息篩選模組(31)、一促銷資訊推播模組(32)、一急難資訊推播模組(33)及一抽獎結果推播模組(34),藉以可執行一基於行動群眾感知與情境感知之資訊推播模式。The information push subsystem (3) is built in the user terminal (A) and the server terminal (B) respectively. The information promotion subsystem (3) includes a person-time feature message screening module (31), a promotion information promotion module (32), an emergency information promotion module (33), and a lottery result push. The broadcast module (34) can perform an information push mode based on action mass perception and context awareness.

導覽應用子系統(4),係內建於該用戶端(A)。該導覽應用子系統(4)係包含有一意圖清單模組(41)、一清單導向導覽模組(42)、一闖關活動模組(43)及一情境學習模組(44),藉以可執行一物聯網導覽應用模式。The navigation application subsystem (4) is built into the client (A). The navigation application subsystem (4) includes an intent list module (41), a list guide menu module (42), a gate activity module (43), and a context learning module (44). An IoT navigation application mode can be executed.

資料庫(5),係連線於該伺服端(B)。該資料庫(5)係藉以儲存上述各個子系統執行不同模式時所獲得之資料。The database (5) is connected to the server (B). The database (5) is used to store the data obtained when the various subsystems perform different modes.

本發明係為一種動態多人情境感知方法,並配合上述動態多人情境感知系統共同執行。如第一圖及第二圖所示,係可預先於一感知環境(C)的各個定點中設置一觸發器(C1),該觸發器(C1)係以藍芽訊號進行傳輸,主要藉以提供該感知環境(C)之識別。當該用戶端(A)進入到該感知環境(C)時,即會啟動該資料擷取子系統(1)執行該情境感知資料擷取模式。該情境感知資料擷取模式之運作流程如第三圖所示,首先,於該用戶端(A)進入到該感知環境(C)的觸發範圍內時,該用戶端(A)〔即智慧型行動裝置〕只要持續開機,即會執行該前端應用程式(A1)以啟動訊號偵測服務,主要係偵測該觸發器(C1)所發出之藍芽訊號,當該資料擷取子系統(1)偵測發現訊號時,該資料擷取子系統(1)之觸發模組(11)即會啟動,並判斷該藍芽訊號與該情境感知系統預先配置之訊號來源是否相同,如果判斷與預設值不同時,即會重新回到偵測藍芽訊號之程序。如果判斷為相同時,則會再判斷該藍芽訊號是否與上次發現之訊號來源相等,如果判斷相等時,則會再判斷間隔時間是否小於一預設值,如果判斷為否時,則又重新回到偵測藍芽訊號之程序。如果判斷該藍芽訊號與上次發現之訊號來源不相等,或是間隔時間係小於該預設值時,均會啟動該動態感知器參與模組(12),以開啟該用戶端(A)之智慧型行動裝置原先所內建且可用的各個感應器,以產生感知的功能。並且透過該感知環境(C)中的Wi-Fi無線存取點(D)與該伺服端(B)所執行之後端應用程式(B1)建立連線,亦即等於使本發明之情境感知系統中動態加入了一個複合式的感測器。然後啟動該趨於全自動背景服務模組(13),藉以可擷取該感知環境(C)之環境資料與該用戶端(A)可公開的個人資料,用以做為後續該感知環境(C)中的抽獎活動、闖關活動等身份識別之用,又該環境資料係包含人、事、時、地、物之其中一項或其組合。同時將執行該情境感知資料擷取模式所獲得之資料傳送到該伺服端(B),並儲存於該資料庫(5)。又該伺服端(B)可同時回應該用戶端(A),例如套用各個子系統之模組進行前端反應,可包含有各類商品之基本知識、商品的多國語言學習及已完成之闖關關卡等資訊,藉以可達到趨於全自動背景服務之流程。且該觸發模組(11)會持續偵測藍芽訊息,以確定服務是否仍存在,如果偵測不到藍芽訊號,即代表服務已不存在,有可能是伺服端(B)已關機、藍芽訊號被關閉或是用戶端(A)已離開該感知環境(C)之觸發範圍,如此,則會結束該情境感知資料擷取模式。The invention is a dynamic multi-person context sensing method and is jointly executed in conjunction with the above dynamic multi-person context sensing system. As shown in the first figure and the second figure, a trigger (C1) can be set in advance in each fixed point of a sensing environment (C), and the trigger (C1) is transmitted by a blue signal, mainly by providing Identification of the perceived environment (C). When the user terminal (A) enters the sensing environment (C), the data capturing subsystem (1) is started to execute the context aware data capturing mode. The operation process of the context-aware data capture mode is as shown in the third figure. First, when the client (A) enters the trigger range of the sensing environment (C), the client (A) is intelligent. The mobile device will execute the front-end application (A1) to activate the signal detection service, which mainly detects the Bluetooth signal sent by the trigger (C1) when the data capture subsystem (1) When the detection signal is detected, the trigger module (11) of the data capture subsystem (1) is activated, and it is determined whether the Bluetooth signal is the same as the signal source pre-configured by the context aware system. When the values are different, the program for detecting the Bluetooth signal will be returned. If it is judged to be the same, it will judge whether the Bluetooth signal is equal to the source of the last found signal. If the judgment is equal, it will judge whether the interval time is less than a preset value. If the judgment is no, then Go back to the process of detecting the Bluetooth signal. If it is determined that the Bluetooth signal is not equal to the source of the last detected signal, or the interval is less than the preset value, the dynamic sensor participation module (12) is activated to enable the user terminal (A). The smart mobile device is originally built and available for each sensor to produce a perceptual function. And establishing a connection between the Wi-Fi wireless access point (D) in the sensing environment (C) and the back end application (B1) executed by the server (B), that is, equal to the context aware system of the present invention. Dynamically added a composite sensor. Then, the automatic background service module (13) is activated, so that the environmental data of the sensing environment (C) and the personal data that can be disclosed by the user terminal (A) can be retrieved as the subsequent sensing environment ( In C), the identification of the lottery, the related activities, and the like, and the environmental data includes one or a combination of people, events, time, place, and thing. At the same time, the data obtained by executing the context-aware data acquisition mode is transmitted to the server (B) and stored in the database (5). The server (B) can simultaneously respond to the client (A), for example, applying the modules of each subsystem for front-end reaction, which can include basic knowledge of various commodities, multi-language learning of products, and completed tasks. Information such as checkpoints can be used to achieve a process that is fully automated. The trigger module (11) continuously detects the Bluetooth message to determine whether the service still exists. If the Bluetooth signal is not detected, the service is no longer present, and the server (B) may be powered off. The Bluetooth signal is turned off or the client (A) has left the triggering range of the sensing environment (C), and thus the context aware data capturing mode is ended.

又當該資料擷取子系統(1)有擷取到該感知環境(C)之人、事、時、地、物的環境資料及該用戶端(A)的個人資料時,則該資料分析暨預測子系統(2)係會執行該情境感知資料暨預測模式。該情境感知資料暨預測模式之運作流程如第四圖所示。先經由該人事時地物訊息分析模組(21)依照情境分類,以確定係屬於人、事、時、地、物的分類,並且依情境加權,其加權指數係依照不同的用戶或環境狀況進行加權,最後再經由該行為資料預測模組(22)產出預測結果。When the data acquisition subsystem (1) has the environmental information of the person, the thing, the time, the place, the object and the personal data of the user (A), the data analysis is performed. The cum prediction subsystem (2) will implement the situational awareness data and prediction mode. The operational process of the situational awareness data and prediction mode is shown in the fourth figure. First, the personnel information analysis module (21) is classified according to the situation to determine the classification of people, events, time, place, and objects, and is weighted according to the situation, and the weighted index is according to different users or environmental conditions. The weighting is performed, and finally the prediction result is outputted by the behavior data prediction module (22).

同時當該資料擷取子系統(1)有擷取到該感知環境(C)之人、事、時、地、物的環境資料或該用戶端(A)的個人資料時,則該用戶端(A)及該客戶端(B)之資訊推播子系統(3)係會共同執行該行動群眾感知與情境感知之資訊推播模式。該行動群眾感知與情境感知之資訊推播模式之運作流程如第五圖所示。先經由該人事時地物訊息篩選模組(31)依照情境分類,以根據篩選「人、事、時、地、物」之結果,於該情境下該伺服端(B)的管理者是否有發出急難訊息時,如果有發出急難訊息時,即會啟動該急難資訊推播模組(33),藉以統合於該時間點處於相同地區或情境之用戶端(A),並分析鄰近地區或相同情境之用戶位置,產出清單,供救援小組使用,同時於該用戶端(A)顯示推播急難訊息〔如第六圖所示〕。該用戶端(A)之急難資訊推播的畫面中,係會顯示出有下列資訊。At the same time, when the data retrieval subsystem (1) has the environmental information of the person, the thing, the time, the place, the object, or the personal data of the user (A), the user terminal (A) and the information dissemination subsystem (3) of the client (B) jointly perform the information promotion mode of the action mass perception and context awareness. The operational flow of the information dissemination mode of the action mass perception and context perception is as shown in the fifth figure. Firstly, according to the situation classification, the personnel information screening module (31) sorts the results of "person, event, time, place, and object" according to the result, and whether the manager of the server (B) has the situation in the situation. When a difficult message is sent, if there is a difficult message, the emergency information push module (33) will be activated to integrate the user (A) in the same region or situation at that point in time, and analyze the neighboring area or the same The location of the user in the situation, the list of outputs, for use by the rescue team, and the display of the emergency message on the user side (A) (as shown in Figure 6). The following information is displayed on the screen of the user's (A) emergency information push.

1.醒目提示區:令用戶能快速分辨事件。1. Eye-catching area: Allows users to quickly identify events.

2.急難事件相關說明。2. Description of the emergency incident.

3.確認按鈕:未按下前該急難訊息將會持續顯示。3. Confirm button: The emergency message will continue to be displayed before the button is pressed.

4.地圖示意:標示用戶端(A)目前位置,並規劃最適當之疏散路徑(可考量距離遠近與同一時間群眾密集疏散之程度)。4. Map: Indicate the current location of the client (A) and plan the most appropriate evacuation route (the distance between the distance and the crowd at the same time can be considered).

如果該伺服端(B)沒有發出任何的急難訊息時,則會啟動該促銷資訊推播模組(32),以根據篩選「人、事、時、地、物」之結果,找出用戶的偏好,向其推播該情境下適當商品的促銷資訊〔如第七圖所示〕。該用戶端(A)之促銷資訊推播的畫面中,係以用戶端(A)位於大賣場中清潔用品區,且其購物清單內已設定某項清潔用品,並且情境時間適逢雨季,以此推測其他相關的促銷商品資料。該促銷資訊以方格式清單呈現,二欄多列,且單一產品項目以一方格呈現,用戶亦可直接點選該方格,取得更詳細的商品資訊。If the server (B) does not send any emergency messages, the promotion information pushing module (32) is activated to find out the user's results based on the results of screening "people, events, time, place, and objects". Preference, to promote promotional information on appropriate products in the context (as shown in Figure 7). In the screen of the promotional information of the user terminal (A), the user terminal (A) is located in the cleaning product area of the hypermarket, and a cleaning product has been set in the shopping list, and the situation time is in the rainy season. This speculates on other related promotional items. The promotion information is presented in a square format list, with two columns and multiple columns, and a single product item is presented in a single grid. The user can also directly select the square to obtain more detailed product information.

又當啟動該抽獎結果推播模組(34),則會依照情境分類,根據篩選「人、事、時、地、物」之結果,於該情境下,透過擷取該用戶端(A)可公開之資料與環境資料,自該伺服端(B)找出適當的抽獎資訊,並透過該用戶端(A)之前端應用程式(A1)展現予用戶,此抽獎資訊係包含相關於該情境下之抽獎活動及抽獎結果。When the lottery result pushing module (34) is activated, the user (A) is searched according to the situation, according to the results of screening "people, things, time, place, and things". The publicly available information and environmental information, from the server (B) to find the appropriate lottery information, and presented to the user through the client (A) front-end application (A1), the lottery information is related to the situation The next lottery and the results of the draw.

用戶端(A)亦可根據自己的需求而建立清單,係可啟動該導覽應用子系統(4),藉以執行該物聯網導覽應用模式。該物聯網導覽應用模式之運作流程如第八圖所示,經由啟動該意圖清單模組(41)藉以供用戶建立一意圖清單,並予以解析為實地位置對應清單。該用戶端(A)之意圖清單的畫面顯示如第九圖所示,係以「大賣場」應用為例,用戶之意圖為「購買商品」;若以「大眾運輸」為例,用戶之意圖可能為「欲搭車之車次」,無論應用於何處,皆將其轉換為意圖清單。並顯示出有下列資訊。The client (A) can also create a list according to its own needs, and can activate the navigation application subsystem (4) to execute the IoT navigation application mode. The operation flow of the Internet of Things navigation application mode is as shown in the eighth figure, by which the intent list module (41) is activated for the user to establish an intent list and parse it into a physical location correspondence list. The screen display of the intent list of the user terminal (A) is as shown in the ninth figure, taking the "hypermarket" application as an example. The user's intention is "purchasing goods"; if "public transportation" is taken as an example, the user's intention is It may be "the number of times you want to ride a car", and it will be converted into a list of intentions no matter where it is applied. And the following information is displayed.

1.清單項目:每一列為一個意圖,輸入完成後將會於右方顯示估計價格(該品項均價)。1. List item: Each column is an intent, and the estimated price (the average price of the item) will be displayed on the right after the input is completed.

2.輸入時將以字元進行猜測,以減少使用者打字時間,亦可將意圖內容限制於合理範圍(因系統管理者必須先建立可能的意圖,例如商品項目、車次表)。2. The input will be guessed by characters to reduce the user's typing time, and the content of the intention can be limited to a reasonable range (because the system administrator must first establish possible intentions, such as commodity items, train schedules).

3.替換為最低價按鈕:按下後,將自動比對該意圖清單內所有產品,找出賣場中最低價產品,並替換至該意圖清單。3. Replace with the lowest price button: When pressed, the product with the lowest price in the store will be automatically compared to all products in the intent list and replaced with the intent list.

4.預估總價:顯示該意圖清單內所有項目之預估金額加總。4. Estimated Total Price: Shows the estimated amount of all items in the intent list plus.

於該意圖清單建立完成後,則可透過該資料擷取子系統(1)感知用戶端(A)目前所在位置,該清單導向導覽模組(42)於發現位置節點後,即會基於該意圖清單而顯示一導覽畫面。該用戶端(A)之導覽畫面如第十圖所示,根據前述「意圖清單」之內容,比對系統管理者事先建立的地圖資源,並將其顯示於該用戶端(A)之畫面,以前述「大賣場」為例,即將用戶所欲購買之產品「印表機」、「隨身碟」、「衛生紙」標示其陳列之貨架位置,以箭號引導路線。並顯示出有下列資訊。After the intent list is established, the sub-system (1) can be used to sense the current location of the user terminal (A), and the list guide navigation module (42) is based on the location node. A navigation screen is displayed for the intent list. As shown in the tenth figure, the navigation screen of the user terminal (A) compares the map resources established in advance by the system administrator according to the contents of the "intention list" and displays them on the screen of the user terminal (A). For example, in the case of the above-mentioned "hypermarket", the products "printer", "pull disk" and "toilet paper" which the user wants to purchase are marked with the shelf position of the display, and the route is guided by the arrow. And the following information is displayed.

1.用戶目前所在位置。1. The user's current location.

2.路線引導,並於路線上顯示距離、預計耗用時間(圖式中單位m=公尺,s=秒)。2. Route guidance, and display the distance and estimated consumption time on the route (unit m=meter, s=second).

3.意圖項目位置(此為所欲購買的商品)。3. Intent project location (this is the product you want to buy).

4.本次路線規劃總距離與總預計耗用時間,耗用時間將額外計算選購時間,預設每樣商品給予3分鐘(180s)、結帳亦使用3分鐘。該圖式中所顯示之總耗用時間=路程40s+衛生紙180s+路程20s+隨身碟180s+印表機180s+路程50s+結帳180s=830s,預計約14分鐘。4. The total distance of the route planning and the total estimated elapsed time, the elapsed time will additionally calculate the purchase time, preset 3 minutes for each product (180s), and 3 minutes for checkout. The total consumption time shown in the figure = distance 40s + toilet paper 180s + distance 20s + portable disk 180s + printer 180s + distance 50s + checkout 180s = 830s, estimated to be about 14 minutes.

該清單導向導覽模組(42)隨時偵測用戶端(A)是否抵達所設定之目標位置,當其抵達目標位置時,則會回應已到目標位置。如果尚未抵達目標位置,則會持續更新目前位置,直到抵達目標位置為止。The list guide module (42) detects whether the user terminal (A) has reached the set target position at any time, and when it arrives at the target position, it will respond to the target position. If the target location has not been reached, the current location will continue to be updated until the target location is reached.

又啟動該闖關活動模組(43),設若該大賣場可依不同地區舉行闖關活動,該闖關活動模組(43)係感知用戶端(A)位置作為闖關活動認定之初步標準,實際舉行關卡時,則可再配合QR Code (或NFC)作為一驗證機制。並於該用戶端(A)顯示出一闖關活動之畫面,如第十一圖所示,設若於「衛浴用品區」、「3C專區」與「家電用品區」與行闖關活動,用戶端(A)目前並無進入任何相關區域,因此已通過關卡數為0。並顯示出有下列資訊。The related activity module (43) is also activated, and if the hypermarket can hold a customs clearance activity according to different regions, the customs activity module (43) is to perceive the position of the user terminal (A) as a preliminary criterion for the identification of the activity, and actually holds the level. At the same time, QR Code (or NFC) can be used as a verification mechanism. And at the user terminal (A), a screen showing the activities, as shown in the eleventh figure, is provided in the "Bathroom Supplies Area", "3C Area" and "Home Appliances Area" and the operation of the customs, the client ( A) There is currently no entry into any relevant area, so the number of passes has been 0. And the following information is displayed.

1.關卡圖示:提醒用戶該區域有正在進行的闖關活動。1. Level icon: Remind users that there is ongoing activity in the area.

2.活動訊息:計算目前總關卡數,與已完成的關卡數。2. Activity message: Calculate the current total number of levels, and the number of completed levels.

又啟動該情境學習模組(44),則可執行一情境學習。並於該用戶端(A)顯示出一情境學習之畫面,如第十二圖所示,係根據上述經由「人、事、時、地、物」所篩選出來之結果,予以顯示出該商品的相關學習資料。同樣以「大賣場」環境中,「3C區域」內的「3D印表機」商品為例,將會顯示出有下列資訊。When the situational learning module (44) is activated, a context learning can be performed. And displaying a situational learning screen on the user terminal (A). As shown in the twelfth figure, the product is displayed according to the result of the above-mentioned screening by "person, event, time, place, object". Related learning materials. For example, in the "hypermarket" environment, the "3D printer" product in the "3C area" will be displayed as an example.

1.商品名稱:以雙語方式顯示該商品名稱。1. Product Name: Display the product name in bilingual mode.

2.示意圖:以該品項於「本環境」中之代表性圖片為主,按下中央播放鍵,可播放相關展示或教學之影片。2. Schematic: The representative picture of the item in the “environment” is mainly used. Press the center play button to play the related display or teaching video.

3.商品相關知識:可供用戶了解相關商品資訊,使其能更理性的選擇商品。3. Product-related knowledge: Users can learn about relevant product information, so that they can choose products more rationally.

4.多國語言選擇按鈕:可供用戶自由選擇內容語言,按下後將把畫面內所有文字置換為目標(已選定)語言。4. Multi-language selection button: Users can freely choose the content language. When pressed, all the characters in the screen will be replaced with the target (selected) language.

5.發音按鈕:按下後可將內容以目前設定之語言進行發音。5. Pronunciation button: Press to pronounce the content in the currently set language.

透過情境學習方式,用戶能在購物過程中順便學習外語與增強對於相關商品的認識,亦可將多國語言功能應用於外籍人士購物翻譯之用。Through the situational learning method, users can learn foreign languages and enhance their understanding of related products during the shopping process, and can also apply multi-language functions to foreigners for shopping translation.

另外為方便伺服端(B)之管理者對於本發明情境感知系統的管理及實施效果,係可於該伺服端(B)上顯示用戶之分布情報,如第十三圖所示,內容數據與項目同樣以大賣場為例,將會顯示出有下列資訊。In addition, in order to facilitate the management of the server (B) for the management and implementation of the context-aware system of the present invention, the distribution information of the user may be displayed on the server (B), as shown in the thirteenth figure, the content data and The project also takes the hypermarket as an example and will show the following information.

1.系統現況:顯示所有進入該感知環境(C)〔即大賣場〕中之感測器〔即用戶端(A)〕數量,此指可執行於本發明之智慧型手持式裝置或是穿戴式裝置。1. System Status: Shows the number of sensors (ie, user terminals (A)) entering all of the sensing environment (C) (ie, hypermarkets), which refers to the smart handheld device or wearable in the present invention. Device.

2.區域統計:以數據配合長條圖之方示呈現各區域目前用戶數。2. Regional statistics: The current number of users in each region is presented in terms of data matching the bar graph.

如此,本發明係可根據不同的人、事、時、地、物等環境資料之因素,提供用戶最適當的資訊服務方式,以滿足所有用戶各方面的需求。Thus, the present invention can provide the most appropriate information service mode for users according to different environmental factors such as people, events, time, place, and materials, so as to meet the needs of all users.

惟,以上所述僅為本發明其中之一實施例,當不能以此限定本發明之申請專利保護範圍,舉凡依本發明之申請專利範圍及說明書內容所作之簡單的等效變化與替換,皆應仍屬於本發明申請專利範圍所涵蓋保護之範圍內。However, the above description is only one of the embodiments of the present invention. When the scope of the patent application of the present invention is not limited thereto, the simple equivalent changes and substitutions made by the scope of the patent application and the contents of the specification of the present invention are It is still within the scope of the protection covered by the scope of the invention.

(1)‧‧‧資料擷取子系統
(11)‧‧‧觸發模組
(12)‧‧‧動態感知器參與模組
(13)‧‧‧趨於全自動背景服務模組
(2)‧‧‧資料分析暨預測子系統
(21)‧‧‧人事時地物訊息分析模組
(22)‧‧‧行為資料預測模組
(3)‧‧‧資訊推播子系統
(31)‧‧‧人事時地物訊息篩選模組
(32)‧‧‧促銷資訊推播模組
(33)‧‧‧急難資訊推播模組
(34)‧‧‧抽獎結果推播模組
(4)‧‧‧導覽應用子系統
(41)‧‧‧意圖清單模組
(42)‧‧‧清單導向導覽模組
(43)‧‧‧闖關活動模組
(44)‧‧‧情境學習模組
(5)‧‧‧資料庫
(A)‧‧‧用戶端
(A1)‧‧‧前端應用程式
(B)‧‧‧伺服端
(B1)‧‧‧後端應用程式
(C)‧‧‧感知環境
(C1)‧‧‧觸發器
(D)‧‧‧Wi-Fi無線存取點
(1) ‧ ‧ data acquisition subsystem
(11)‧‧‧Trigger module
(12)‧‧‧Dynamic Sensor Participation Module
(13) ‧ ‧ tends to fully automatic background service module
(2) ‧‧‧Data Analysis and Prediction Subsystem
(21) ‧‧‧ Personnel Information Analysis Module
(22) ‧‧‧ Behavioral Data Prediction Module
(3) ‧‧‧Information Push Subsystem
(31) ‧‧‧ Personnel Information Screening Module
(32)‧‧‧Promotional Information Push Module
(33) ‧‧‧ urgent information push module
(34) ‧‧‧Drawing Results Push Module
(4) ‧ ‧ navigation application subsystem
(41)‧‧‧Intent list module
(42) ‧ ‧ List guide guide module
(43) ‧ ‧ 闯 活动 activity module
(44) ‧‧‧Situational Learning Module
(5) ‧ ‧ database
(A) ‧ ‧ client
(A1)‧‧‧ front-end applications
(B) ‧‧‧Server
(B1)‧‧‧ Backend application
(C) ‧ ‧ perceived environment
(C1)‧‧‧ Trigger
(D)‧‧‧Wi-Fi wireless access point

[第一圖]係為本發明之系統架構圖。[First figure] is a system architecture diagram of the present invention.

[第二圖]係為本發明之系統使用配置圖。[Second figure] is a configuration diagram of the system used in the present invention.

[第三圖]係為本發明情境感知資料擷取模式之運作流程圖。[Third image] is a flow chart of the operation of the context-aware data capture mode of the present invention.

[第四圖]係為本發明情境感知資料暨預測模式之運作流程圖。[Fourth figure] is a flow chart of the operation of the situational awareness data and prediction mode of the present invention.

[第五圖]係為本發明行動群眾感知與情境感知之資訊推播模式之運作流程圖。[Fifth] is a flow chart of the operation of the information dissemination mode of the action mass perception and context perception of the present invention.

[第六圖]係為本發明顯示推播急難訊息畫面之示意圖。[Sixth figure] is a schematic diagram showing a screen for pushing a difficult message according to the present invention.

[第七圖]係為本發明顯示促銷資訊畫面之示意圖。[Seventh figure] is a schematic diagram showing a promotional information screen of the present invention.

[第八圖]係為本發明物聯網導覽應用模式之運作流程圖。[Eighth image] is a flowchart of the operation of the Internet of Things navigation application mode of the present invention.

[第九圖]係為本發明顯示意圖清單畫面之示意圖。[9th] is a schematic diagram showing a screen of an intent list of the present invention.

[第十圖]係為本發明顯示導覽畫面之示意圖。[Tenth Graph] is a schematic diagram showing a navigation screen of the present invention.

[第十一圖]係為本發明顯示闖關活動畫面之示意圖。[11th] is a schematic diagram showing the screen of the activity of the present invention.

[第十二圖]係為本發明顯示情境學習畫面之示意圖。[Twelfth Figure] is a schematic diagram showing a situational learning screen of the present invention.

[第十三圖]係為本發明顯示用戶分布情報之示意圖。[Thirteenth Diagram] is a schematic diagram showing the distribution information of users according to the present invention.

(1)‧‧‧資料擷取子系統 (1) ‧ ‧ data acquisition subsystem

(11)‧‧‧觸發模組 (11)‧‧‧ Trigger Module

(12)‧‧‧動態感知器參與模組 (12)‧‧‧Dynamic Sensor Participation Module

(13)‧‧‧趨於全自動背景服務模組 (13) ‧ ‧ tends to fully automatic background service module

(2)‧‧‧資料分析暨預測子系統 (2) ‧‧‧Data Analysis and Prediction Subsystem

(21)‧‧‧人事時地物訊息分析模組 (21) ‧‧‧ Personnel Information Analysis Module

(22)‧‧‧行為資料預測模組 (22) ‧‧‧ Behavioral Data Prediction Module

(3)‧‧‧資訊推播子系統 (3) ‧‧‧Information Push Subsystem

(31)‧‧‧人事時地物訊息篩選模組 (31) ‧‧‧ Personnel Information Screening Module

(32)‧‧‧促銷資訊推播模組 (32)‧‧‧Promotional Information Push Module

(33)‧‧‧急難資訊推播模組 (33) ‧‧‧ urgent information push module

(34)‧‧‧抽獎結果推播模組 (34) ‧‧‧Drawing Results Push Module

(4)‧‧‧導覽應用子系統 (4) ‧ ‧ navigation application subsystem

(41)‧‧‧意圖清單模組 (41)‧‧‧Intent list module

(42)‧‧‧清單導向導覽模組 (42) ‧ ‧ List guide guide module

(43)‧‧‧闖關活動模組 (43) ‧ ‧ 闯 活动 activity module

(44)‧‧‧情境學習模組 (44) ‧‧‧Situational Learning Module

(5)‧‧‧資料庫 (5) ‧ ‧ database

Claims (10)

一種動態多人情境感知系統,配合一用戶端及一伺服端於一感知環境內共同執行,包含有: 一資料擷取子系統,係內建於該用戶端,該資料擷取子系統係包含有一觸發模組、一動態感知器參與模組及一趨於全自動背景服務模組,藉以執行一情境感知資料擷取模式; 一資料分析暨預測子系統,係內建於該伺服端,該資料分析暨預測子系統係包含有一人事時地物訊息分析模組及一行為資料預測模組,藉以執行一情境感知資料暨預測模式; 一資訊推播子系統,係分別內建於該用戶端及該伺服端,該資訊推播子系統係包含有一人事時地物訊息篩選模組、一促銷資訊推播模組、一急難資訊推播模組及一抽獎結果推播模組,藉以執行一基於行動群眾感知與情境感知之資訊推播模式; 一導覽應用子系統,係內建於該用戶端,該導覽應用子系統係包含有一意圖清單模組、一清單導向導覽模組、一闖關活動模組及一情境學習模組,藉以執行一物聯網導覽應用模式; 一資料庫,係連線於該伺服端,該資料庫係藉以儲存上述各個子系統執行不同模式時所獲得之資料。A dynamic multi-person context awareness system, which cooperates with a client and a server in a sensing environment, and includes: a data retrieval subsystem built in the user terminal, and the data retrieval subsystem includes There is a trigger module, a dynamic sensor participation module and a fully automatic background service module for performing a context aware data capture mode; a data analysis and prediction subsystem is built in the server, The data analysis and prediction subsystem includes a person-time feature information analysis module and a behavior data prediction module to implement a context-aware data and prediction mode; an information-pushing subsystem is built in the user terminal respectively. And the server, the information promotion subsystem comprises a person-time feature message screening module, a promotion information push module, a emergency information push module and a lottery result push module, thereby executing a An information dissemination mode based on action mass perception and context perception; a navigation application subsystem built in the user terminal, the navigation application subsystem includes an intention to clear a single module, a list guide module, a link activity module and a situation learning module for executing an Internet of Things navigation application mode; a database connected to the server, the database In order to store the information obtained when each of the above subsystems executes different modes. 一種動態多人情境感知方法,係配合如申請專利範圍第1項所述動態多人情境感知系統共同執行,於該感知環境內設置至少一觸發器,該觸發器係以藍芽訊號進行傳輸,該用戶端進入到該感知環境內,即會感應到該觸發器,藉以執行下列其中之一或其任意組合之模式: A.啟動該資料擷取子系統執行該情境感知資料擷取模式; B.啟動該資料分析暨預測子系統執行該情境感知資料暨預測模式; C.啟動該資訊推播子系統執行該基於行動群眾感知與情境感知之資訊推播模式; D.啟動該導覽應用子系統執行該物聯網導覽應用模式。A dynamic multi-person context sensing method is implemented in conjunction with the dynamic multi-person context sensing system according to claim 1 of the patent application scope, wherein at least one trigger is set in the sensing environment, and the trigger is transmitted by using a Bluetooth signal. When the user enters the sensing environment, the trigger is sensed, thereby performing one or a combination of the following modes: A. starting the data retrieval subsystem to execute the context aware data capture mode; Initiating the data analysis and prediction subsystem to execute the situational awareness data and prediction mode; C. initiating the information promotion subsystem to perform the information promotion mode based on the action mass perception and context awareness; D. launching the navigation application The system executes the IoT navigation application mode. 如申請專利範圍第2項所述動態多人情境感知方法,其中,該情境感知資料擷取模式,係經由該觸發模組判斷該藍芽訊號是否符合預設值,該動態感知器參與模組於判斷符合後,則開啟該用戶端所內建之一感應器,以產生感知的功能,並啟動該趨於全自動背景服務模組,藉以擷取該感知環境內之環境資料與該用戶端可公開的個人資料。The dynamic multi-person context sensing method according to claim 2, wherein the context-aware data acquisition mode determines whether the Bluetooth signal conforms to a preset value by using the trigger module, and the dynamic sensor participation module After the judgment is met, one of the sensors built in the client is opened to generate a sensing function, and the automatic background service module is activated to capture the environmental data in the sensing environment and the client. Publicly available personal data. 如申請專利範圍第2項所述動態多人情境感知方法,其中,該情境感知資料暨預測模式,先經由該人事時地物訊息分析模組依照情境分類,並且依情境加權,最後再經由該行為資料預測模組產出預測結果。The dynamic multi-person context sensing method according to claim 2, wherein the context-aware data and the prediction mode are first classified according to the situation by the personnel time feature information analysis module, and are weighted by the context, and finally The behavioral data prediction module outputs prediction results. 如申請專利範圍第2項所述動態多人情境感知方法,其中,該行動群眾感知與情境感知之資訊推播模式,先經由該人事時地物訊息篩選模組依照情境分類,並確認該伺服端是否發出急難訊息,並於發出急難訊息後,啟動該急難資訊推播模組,藉以統合位於同一時間點、處於相同地區或相同情境之該用戶端,並分析鄰近地區或相同情境之用戶位置,產出一清單,同時於該用戶端顯示一推播急難訊息。For example, the dynamic multi-person context sensing method described in claim 2, wherein the action mass perception and context-aware information promotion mode are first classified according to the context by the personnel time feature information screening module, and the servo is confirmed. Whether the terminal sends a difficult message and activates the emergency information push module after the emergency message is sent, so as to integrate the user terminal at the same time point, in the same area or the same situation, and analyze the user location of the neighboring area or the same situation. , output a list, and display a push message on the user side. 如申請專利範圍第2項所述動態多人情境感知方法,其中,該促銷資訊推播模組係篩選感知環境內之環境資料,並根據該用戶端的偏好,向其推播符合該篩選結果之適當商品的促銷資訊。The dynamic multi-person context sensing method according to claim 2, wherein the promotional information pushing module filters the environmental data in the sensing environment, and pushes the screening result according to the preference of the user terminal. Promotional information on appropriate products. 如申請專利範圍第2項所述動態多人情境感知方法,其中,該抽獎結果推播模組係依照情境分類,根據篩選該感知環境內之環境資料的結果,自該伺服端找出抽獎資訊,並透過該用戶端展現,該抽獎資訊係包含一抽獎活動及一抽獎結果。The dynamic multi-person context sensing method according to claim 2, wherein the lottery result pushing module is configured according to the situation, and according to the result of screening the environmental data in the sensing environment, the lottery information is found from the server. And through the user terminal, the lottery information includes a lottery event and a lottery result. 如申請專利範圍第2項所述動態多人情境感知方法,其中,該意圖清單模組係供建立一意圖清單,並予以解析為實地位置之對應清單,該清單導向導覽模組則會根據該意圖清單而顯示一導覽畫面,以導引該用戶端抵達一目標位置。The dynamic multi-person context sensing method according to claim 2, wherein the intent list module is configured to establish an intent list and parse it into a corresponding list of physical locations, and the list guide navigation module is based on A navigation screen is displayed on the intent list to guide the client to a target location. 如申請專利範圍第2項所述動態多人情境感知方法,其中,啟動該闖關活動模組於一闖關活動中,感知於該感知環境內該用戶端之位置,藉以作為闖關活動認定之標準,並於該用戶端顯示出該闖關活動之畫面。The dynamic multi-person context sensing method according to claim 2, wherein the activation of the activity module is performed in a related activity, and the location of the user terminal in the sensing environment is perceived as a criterion for determining the activity of the activity. And the user screen displays the screen of the activity. 如申請專利範圍第2項所述動態多人情境感知方法,其中,啟動該情境學習模組,藉以執行一情境學習,並於該用戶端顯示出一情境學習之畫面,根據該感知環境內之環境資料所篩選出來之結果,予以顯示出一商品的相關學習資料。The dynamic multi-person context sensing method according to claim 2, wherein the situation learning module is activated to perform a situational learning, and a scene learning picture is displayed on the user end, according to the sensing environment The results of the screening of environmental data show the relevant learning materials of a commodity.
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