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TWI897537B - Space matching and management system - Google Patents

Space matching and management system

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Publication number
TWI897537B
TWI897537B TW113126806A TW113126806A TWI897537B TW I897537 B TWI897537 B TW I897537B TW 113126806 A TW113126806 A TW 113126806A TW 113126806 A TW113126806 A TW 113126806A TW I897537 B TWI897537 B TW I897537B
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Taiwan
Prior art keywords
module
matching
management system
search
data
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TW113126806A
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Chinese (zh)
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羅泰鈞
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迪思普有限公司
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Priority to TW113126806A priority Critical patent/TWI897537B/en
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Publication of TWI897537B publication Critical patent/TWI897537B/en

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Abstract

The invention discloses a space matching and management system that connects terminal devices, and including database systems and data processing equipment. The database system is used to access data files input by terminal devices. The data processing device is connected to the database system and is provided with a permission management module, a matching module, a search module and a suggestion module. The permission management module is used to set the permissions of account data. The matching module outputs the matching results according to the matching conditions. The search module outputs search results based on search conditions. The suggestion module outputs the first suggestion result based on the data file and storage requirements. Among them, the data processing device further includes an annotation module and a debugging module. The annotation module is used to annotate data files and generate labels. The debugging module is used to generate second suggested results based on data files, tags and links. Through the coordinated operation of various modules, users can achieve more complete storage management through matching and suggestions when storing items.

Description

空間媒合及管理系統Space matching and management system

本發明是有關於一種空間媒合及管理系統,尤指一種能輔助使用者進行更有系統、更有效率的空間管理及收納媒合系統。 The present invention relates to a space matching and management system, particularly a system that can assist users in conducting more systematic and efficient space management and storage matching.

在現實生活中,如何將物品做最有效率的收納及管理,一直是家事達人無時無刻苦心鑽研的目標之一,而現有作法中,大多透過經驗法則、實體的標籤標示輔助、甚至是傳統的文字筆記記載,來完成分門別類的系統性收納,但,這些收納及管理過程及結果,僅限於執行者本人自己知道,也就是說,當需要將收納結果呈現給另外的第二人時,將只能透過文字或是口耳相傳,如未能清楚表達,將導致整個交接過程事倍功半,不僅欠缺系統性的管理,亦讓整個管理過程缺少彈性;更進一步,如收納的經驗不足,將使整個收納過程更加混亂,收納成果雜亂無章。有鑑於此,本案創作者隨即思考如何能讓使用者在收納過程中能更加方便、更有效率,進而同時解決收納策略優化及空間管理等問題。 In real life, how to store and manage items most efficiently has always been one of the goals that homemakers have been diligently studying. Among the existing practices, most rely on rules of thumb, physical labeling, or even traditional written notes to complete systematic storage by classification. However, these storage and management processes and results are only known to the executor himself. In other words, when the storage results need to be presented to a second person, they can only be passed on through text or word of mouth. If they cannot express clearly, the entire handover process will be ineffective, not only lacking systematic management, but also making the entire management process lack flexibility. Furthermore, if there is insufficient storage experience, the entire storage process will become more chaotic and the storage results will be disorganized. With this in mind, the designers of this project immediately considered how to make storage more convenient and efficient for users, thereby simultaneously solving problems such as storage strategy optimization and space management.

本發明之主要目的在於提供一種空間媒合及管理系統,讓使用者能夠更方便、更直覺的進行物品收納及管理,同時能針對收納空間作媒合及收納建議,在完成收納規劃、管理及記錄的同時,亦能夠將權限分享給其他人知道,不僅提升收納管理的便利性,亦同時保有隱私,透過有條不紊階層式管理介面,能隨時隨地改變收納的架構及規則,用最適當 的收納空間及收納規則,杜絕空間的浪費以及雜亂無章的收納習慣,讓使用者在收納過程中能更加方便、更有效率,進而同時解決收納策略優化及空間管理等問題。 The primary purpose of this invention is to provide a space matching and management system that allows users to organize and manage items more conveniently and intuitively. It also provides matching and storage suggestions for specific storage spaces. Once storage planning, management, and recording are complete, users can share access with others, enhancing the convenience of storage management while maintaining privacy. Through a well-organized, hierarchical management interface, storage structures and rules can be modified at any time. By using the most appropriate storage spaces and rules, waste of space and disorganized storage habits can be eliminated, making the storage process more convenient and efficient for users, thereby simultaneously solving problems such as optimizing storage strategies and space management.

為達上述目的,解決先前技術所述不足之處,本案提出一種解決之手段,該手段是關於一種空間媒合及管理系統,資通訊連結終端設備,空間媒合及管理系統包括資料庫系統及資料處理裝置。資料庫系統用以存取終端設備所輸入的資料檔,資料檔具有鏈結;資料處理裝置資通訊連接資料庫系統,且資料處理裝置中設有彼此資訊連結的權限管理模組、媒合模組、搜尋模組及建議模組,權限管理模組用以設定帳號資料的權限,媒合模組根據媒合條件輸出媒合結果,搜尋模組根據搜尋條件輸出搜尋結果,建議模組根據資料檔及收納需求輸出第一建議結果;其中,資料處理裝置更進一步包含標註模組及偵錯模組,標註模組用以對資料檔進行標註並產生標籤,偵錯模組用以根據資料檔、標籤及鏈結產出第二建議結果。 To achieve the above objectives and address the shortcomings of prior art, this application proposes a solution involving a spatial matching and management system, a data communication connection terminal device, and a database system and a data processing device. The database system is used to access data files input by terminal devices, and the data files have links. The data processing device is connected to the database system via data communication. The data processing device includes a permission management module, a matching module, a search module, and a recommendation module, which are informationally linked to each other. The permission management module is used to set permissions for account data. The matching module outputs matching results based on matching conditions. The search module outputs search results based on search conditions. The recommendation module outputs a first recommendation result based on the data file and storage requirements. The data processing device further includes a tagging module and a debugging module. The tagging module is used to tag the data file and generate labels. The debugging module is used to generate a second recommendation result based on the data file, labels, and links.

於前述本發明之空間媒合及管理系統的實施例中,其中,資料處理裝置更包含購買模組,資通訊連結建議模組,購買模組根據第一建議結果自動連接電子商務交易平台,並給出購買建議。 In the aforementioned embodiment of the space matching and management system of the present invention, the data processing device further includes a purchasing module and an information communication connection recommendation module. The purchasing module automatically connects to the e-commerce transaction platform based on the first recommendation result and provides a purchase recommendation.

於前述本發明之空間媒合及管理系統的實施例中,其中,資料處理裝置更包含搬移模組,資通訊連結偵錯模組,藉由搬移模組改變各鏈結的階層、順序及連結關係。 In the aforementioned embodiment of the space matching and management system of the present invention, the data processing device further includes a migration module and a data communication link debugging module, and the migration module is used to change the hierarchy, sequence, and connection relationship of each link.

於前述本發明之空間媒合及管理系統的實施例中,其中,搜尋條件包含標籤的邏輯組合。 In the aforementioned embodiment of the spatial matching and management system of the present invention, the search condition includes a logical combination of tags.

於前述本發明之空間媒合及管理系統的實施例中,其中, 資料處理裝置更包含視覺化模組,資通訊連結搬移模組,藉由視覺化模組讓使用者能以拖拉的方式改變鏈結的階層、順序及連結關係。 In the aforementioned embodiment of the spatial matching and management system of the present invention, the data processing device further includes a visualization module and a data communication link migration module. The visualization module allows the user to change the hierarchy, order, and link relationships of links by dragging and dropping.

於前述本發明之空間媒合及管理系統的實施例中,其中,搜尋模組更進一步包含語意分析單元,用以針對搜尋條件進行語意分析並輸出搜尋結果。 In the aforementioned embodiment of the spatial matching and management system of the present invention, the search module further includes a semantic analysis unit for performing semantic analysis on the search conditions and outputting search results.

於前述本發明之空間媒合及管理系統的實施例中,其中,語意分析單元主要使用斷詞技術及類神經網路技術。 In the aforementioned embodiment of the spatial matching and management system of the present invention, the semantic analysis unit mainly uses word segmentation technology and neural network technology.

於前述本發明之空間媒合及管理系統的實施例中,其中,終端設備耦接特徵擷取裝置,用以針對物品進行特徵擷取後,進一步改變其鏈結的階層、順序及連結關係。 In the aforementioned embodiment of the spatial matching and management system of the present invention, the terminal device is coupled to a feature capture device to capture features of an item and then further change the hierarchy, sequence, and link relationship of the link.

於前述本發明之空間媒合及管理系統的實施例中,其中,權限管理模組進一步包含彼此資通訊連結的身分單元、時間單元及連結產生單元,藉以實現更嚴謹的權限管理,並產出外部連結網址。 In the aforementioned embodiment of the space matching and management system of the present invention, the permission management module further includes an identity unit, a time unit, and a link generation unit that are interconnected to achieve more stringent permission management and generate external link URLs.

於前述本發明之空間媒合及管理系統的實施例中,其中,資料處理裝置更包含評價模組,提供使用者針對資料檔進行評價。 In the aforementioned embodiment of the spatial matching and management system of the present invention, the data processing device further includes an evaluation module that allows users to evaluate data files.

1:空間媒合及管理系統 1: Space matching and management system

10:資料庫系統 10: Database System

102:資料檔 102: Data file

1020:鏈結 1020: Link

1022:標籤 1022: Tags

12:資料處理裝置 12: Data processing device

120:權限管理模組 120: Permission Management Module

1200:身分單元 1200: Identity Unit

1202:時間單元 1202: Time unit

1204:連結產生單元 1204: Link generation unit

121:偵錯模組 121: Debugging Module

122:媒合模組 122: Matching Module

123:購買模組 123: Purchase module

124:搜尋模組 124: Search Module

1244:語意分析單元 1244: Semantic Analysis Unit

125:搬移模組 125: Moving Modules

126:建議模組 126: Suggested Modules

127:視覺化模組 127: Visualization Module

128:標註模組 128: Dimension Module

129:評價模組 129: Evaluation Module

2:終端設備 2:Terminal equipment

3:電子商務交易平台 3: E-commerce transaction platform

4:特徵擷取裝置 4: Feature Capture Device

圖1是本案一種空間媒合及管理系統一實施例示意圖;圖2是本案一種空間媒合及管理系統又一實施例示意圖;圖3是本案一種空間媒合及管理系統又一實施例示意圖;圖4是本案一種空間媒合及管理系統又一實施例示意圖;圖5是本案一種空間媒合及管理系統又一實施例示意圖;圖6是本案一種空間媒合及管理系統又一實施例示意圖;圖7是本案一種空間媒合及管理系統又一實施例示意圖;以及 圖8是本案一種空間媒合及管理系統又一實施例示意圖。 Figure 1 is a schematic diagram of one embodiment of a space matching and management system in this case; Figure 2 is a schematic diagram of another embodiment of a space matching and management system in this case; Figure 3 is a schematic diagram of another embodiment of a space matching and management system in this case; Figure 4 is a schematic diagram of another embodiment of a space matching and management system in this case; Figure 5 is a schematic diagram of another embodiment of a space matching and management system in this case; Figure 6 is a schematic diagram of another embodiment of a space matching and management system in this case; Figure 7 is a schematic diagram of another embodiment of a space matching and management system in this case; and Figure 8 is a schematic diagram of another embodiment of a space matching and management system in this case.

這裡所揭露的具體結構和功能細節僅僅是代表性的,並且是用於描述本創作的示例性實施例的目的。但是本創作可以透過許多替換形式來具體實現,並且不應當被解釋成僅僅受限於這裡所闡述的實施例。 The specific structural and functional details disclosed herein are merely representative and are provided for purposes of describing exemplary embodiments of the present invention. However, the present invention may be embodied in many alternative forms and should not be construed as limited to the embodiments set forth herein.

在本創作的描述中,需要理解的是,術語“中心”、“橫向”、“上”、“下”、“左”、“右”、“垂直”、“水平”、“頂”、“底”、“內”、“外”等指示的方位或位置關係為基於圖式所示的方位或位置關係,除了申請人特別強調並限定其功能作用以外,僅是為了便於描述本創作和簡化描述,而不是指示或暗示所指的裝置或組件必須具有特定的方位、或以特定的方位構造和操作,因此不能理解為對本創作的限制。此外,術語“第一”、“第二”僅用於描述目的,而不能理解為指示或暗示相對重要性或者隱含指明所指示的技術特徵的數量。由此,限定有“第一”、“第二”的特徵可以明示或者隱含地包括一個或者更多個該特徵。在本創作的描述中,除非另有說明,“多個”的含義是兩個或兩個以上。另外,術語“包括”及其任何變形,皆為“至少包含”的意思。 In the description of this invention, it should be understood that the terms "center," "horizontal," "upper," "lower," "left," "right," "vertical," "horizontal," "top," "bottom," "inner," and "outer" and the like, indicating orientations or positional relationships, are based on the orientations or positional relationships shown in the drawings. Unless the applicant specifically emphasizes and defines their functional roles, these terms are used solely to facilitate the description of this invention and to simplify the description. They do not indicate or imply that the devices or components referred to must have a specific orientation, or be constructed and operated in a specific orientation, and therefore should not be construed as limiting this invention. Furthermore, the terms "first" and "second" are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the quantity of the technical features referred to. Therefore, features defined as "first" or "second" may explicitly or implicitly include one or more of such features. In the description of this invention, unless otherwise specified, "plurality" means two or more. In addition, the term "include" and any variations thereof shall mean "at least include".

在本創作的描述中,需要說明的是,除非另有明確的規定和限定,術語“安裝”、“相連”、“連接”應做廣義理解,例如,可以是固定連接,也可以是可拆卸的連接,或一體成型的連接;可以是機械連接,也可以是電連接;可以是直接相連,也可以透過中間媒介間接相連,可以是兩個組件內部的連通。對於本領域具通常知識者而言,可以具體情況理解上述術語在本創作中的具體含義。 In the description of this work, it should be noted that, unless otherwise expressly specified or limited, the terms "mounted," "connected," and "connected" should be understood broadly. For example, they can refer to fixed connections, removable connections, or integral connections; they can refer to mechanical connections or electrical connections; they can refer to direct connections or indirect connections through an intermediate medium; and they can refer to connections within two components. Those skilled in the art will understand the specific meanings of these terms in this work based on the specific circumstances.

這裡所使用的術語僅僅是為了描述具體實施例而不意圖限制示例性實施例。除非上下文明確地另有所指,否則這裡所使用的單數形 式“一個”、“一項”還意圖包括複數。還應當理解的是,這裡所使用的術語“包括”和/或“包含”規定所陳述的特徵、整數、步驟、操作、單元和/或組件的存在,而不排除存在或添加一個或更多其他特徵、整數、步驟、操作、單元、組件和/或其組合。 The terminology used herein is for the purpose of describing specific embodiments only and is not intended to be limiting of the exemplary embodiments. As used herein, the singular forms "a," "an," and "the" are intended to include the plural, unless the context clearly indicates otherwise. It should also be understood that the terms "include" and/or "comprising" as used herein specify the presence of stated features, integers, steps, operations, units, and/or components, and do not preclude the presence or addition of one or more other features, integers, steps, operations, units, components, and/or combinations thereof.

本創作主要揭示一種空間媒合及管理系統,其中所涉及的基本系統、設備、裝置連結的原理及知識,已為相關技術領域具有通常知識者所能理解,故以下不再作完整描述。同時,以下文中所對照的圖式,僅表達與本創作有關的原理示意,並未亦不需要依據實際尺寸完整繪製,闔先敘明。 This work primarily reveals a spatial coordination and management system. The principles and knowledge underlying the underlying systems, equipment, and device connections are readily understood by those with ordinary knowledge in the relevant technical fields, so a full description is not provided below. Furthermore, the accompanying diagrams are merely illustrative of the principles underlying this work and are not, and need not be, fully drawn to actual size. This is to be noted in advance.

為達到本創作所述的至少一個優點,本創作的較佳實施例提出一種空間媒合及管理系統1,請參閱圖1,為本案一種空間媒合及管理系統一實施例示意圖,如圖所示,一種空間媒合及管理系統1,可以存在於一伺服器中,空間媒合及管理系統1資通訊連結至少一終端設備2,亦即空間媒合及管理系統1可以同時連接到很多終端設備2,連接的方式可以透過匯流排(Bus)、無線網路(WIFI)、或是有線網路等方式,而終端設備2可以包含有手持裝置、筆記型電腦、桌上型電腦、平板電腦、個人數位助理、AIO(All in one)電腦等,而空間媒合及管理系統1包括資料庫系統10及資料處理裝置12;資料庫系統10包含有一般的儲存裝置(如硬碟、隨身碟等)、磁碟陣列(Redundant Array of Inexpensive Disks,RAID)、雲端硬碟、資料中心(Data Center)等,用以存取各個終端設備2所輸入的資料檔102,每一終端設備2可以輸入至少一個資料檔102,故共可以儲存複數個資料檔102,而各個資料檔102則具有一個鏈結1020,實務上,鏈結可以為一個鏈結串列(Linked List)、陣列(Array)或是指標(Point)。 In order to achieve at least one advantage of the present invention, the preferred embodiment of the present invention proposes a space matching and management system 1. Please refer to Figure 1, which is a schematic diagram of an embodiment of a space matching and management system of the present invention. As shown in the figure, a space matching and management system 1 can exist in a server. The space matching and management system 1 is connected to at least one terminal device 2 for information communication. That is, the space matching and management system 1 can be connected to many terminal devices 2 at the same time. The connection method can be through a bus (Bus), a wireless network (WIFI), or a wired network, and the terminal device 2 can include a handheld device, a laptop, a desktop computer, a tablet computer, a personal digital assistant, an AIO (All in One) One) computer, etc., and the space matching and management system 1 includes a database system 10 and a data processing device 12. The database system 10 includes common storage devices (such as hard drives, flash drives, etc.), disk arrays (RAID), cloud drives, data centers, etc., and is used to access data files 102 input by each terminal device 2. Each terminal device 2 can input at least one data file 102, so a total of multiple data files 102 can be stored. Each data file 102 has a link 1020. In practice, the link can be a linked list, array, or pointer.

請繼續參閱圖1,資料處理裝置12資通訊連接資料庫系統10,且資料處理裝置12中設有彼此資訊連結的權限管理模組120、媒合模組122、搜尋模組124及建議模組126,使用者能夠透過終端設備2觸發權限管理模組120,用以設定至少一帳號資料的權限,至少一帳號資料也是使用者事先透過終端設備2所建置的;媒合模組122則是會根據使用者在終端設備2上所輸入的媒合條件,經運算處理後輸出一媒合結果;搜尋模組124則是根據使用者在終端設備2所輸入的搜尋條件,經運算處理後,進而輸出一搜尋結果;建議模組126則是根據資料庫系統10中的複數個資料檔102,以及使用者於終端設備2上輸入的收納需求,經運算處理後,輸出一第一建議結果。其中,資料處理裝置12更進一步包含有標註模組128及偵錯模組121,同樣與上述各模組資通訊連結,使用者能夠透過終端設備2觸發標註模組128,用以對各資料檔102進行標註,並產生至少一標籤1022,亦即,使用者能夠將資料檔102加上標籤1022,讓資料檔102同時存在有鏈結1020及標籤1022;而偵錯模組121用以根據資料檔102、標籤1022及鏈結1020,經運算處理,能產出第二建議結果,並同步回傳至終端設備2中,藉以輔助使用者提供收納建議,讓使用者能更有依據的對收納規劃做進一步的優化及調整。 Please continue to refer to Figure 1. The data processing device 12 is connected to the database system 10 in a communication manner. The data processing device 12 is provided with a permission management module 120, a matching module 122, a search module 124, and a suggestion module 126 that are informationally linked to each other. The user can trigger the permission management module 120 through the terminal device 2 to set the permission of at least one account data. The at least one account data is also previously established by the user through the terminal device 2. 22 will output a matching result after calculation based on the matching conditions entered by the user on the terminal device 2; the search module 124 will output a search result after calculation based on the search conditions entered by the user on the terminal device 2; the suggestion module 126 will output a first suggestion result after calculation based on the multiple data files 102 in the database system 10 and the storage requirements entered by the user on the terminal device 2. The data processing device 12 further includes a labeling module 128 and a debugging module 121, which are also connected to the above modules. The user can trigger the labeling module 128 through the terminal device 2 to label each data file 102 and generate at least one label 1022. That is, the user can add a label 1022 to the data file 102 so that the data File 102 also contains a link 1020 and a tag 1022. The debugging module 121 processes data file 102, tag 1022, and link 1020 to generate a second recommendation, which is then sent back to the terminal device 2. This helps the user provide storage recommendations, allowing them to make more informed optimization and adjustments to their storage plan.

在實務上,資料檔102的呈現方式,可以是如「存放地點」、「存放區域」、「存放位置」、「存放空間」、「欲存放的物品」等,故,所給定的鏈結1020,是將「欲存放的物品」鏈結某一個「存放空間」等,例如:「剪刀」(欲存放的物品)鏈結「抽屜」(存放空間),「抽屜」再鏈結「廚房」(存放區域),「廚房」再鏈結「新家」(存放地點);而另一方面,使用者能夠透過終端設備2,歷如電腦,觸發權限管理模組120,設定「誰」、「哪個帳號」可以擁有看到資料、修改資料的權限,更進一 步,權限管理模組120除了能改變單一單事件的權限外,亦能夠設定群組式的權限,例如:家庭式管理權限、主從式管理權限、企業式管理權限、個人式管理權限等。更進一步,透過媒合模組122,使用者能夠在終端設備2上輸入一些媒合條件,使其輸出媒合結果,例如:「我要收納A4紙張一箱」,媒合模組122就會媒合可以收納的空間是「書房」裡的「四層櫃」;例如:「我要收納20公分長的盒子」,媒合模組122就會媒合可以收納的空間是「書房」裡的「長矮櫃」。而透過搜尋模組124,使用者能夠在終端設備2上輸入一些搜尋條件,使其輸出搜尋結果,例如:「我要找美勞用剪刀」,搜尋模組124就會搜尋剪刀是放在「書房」裡的「書桌」中的「抽屜」,此外,搜尋條件亦可包含有標籤1022的邏輯組合,例如:標籤「美勞」and「剪刀」,即表示要搜尋的是美勞用的剪刀;而透過建議模組126,使用者能夠在終端設備2上輸入一些收納需求,使其輸出第一建議結果,例如:「我要收納A4紙張一箱」,建議模組126就會建議將其放在與其他尺寸的紙張附近,因為同樣是紙張類別的收納(兩種紙張存在相同標籤1022),建議模組126會做同類收納的建議。而透過標註模組128,使用者能夠在終端設備2上對資料檔102進行標註而使其產生標籤1022,例如:將「抽屜」給定「文具」的標籤,則後續如有相同標籤的物品要做收納,則可以優先考慮收納於此。而偵錯模組121則是用來防止使用者作出不合邏輯、不正確的收納規劃,例如,當發現「剪刀」放在擁有標籤「電器」的櫥櫃時,即表示使用者可能將其物品置放到不對的空間,故,偵錯模組121則會給出一個第二建議結果,根據各資料檔102中的標籤1022及鏈結1020,會建議將其放到正確的空間或位置上。 In practice, the data file 102 may be presented in a manner such as "storage location", "storage area", "storage position", "storage space", "items to be stored", etc. Therefore, the given link 1020 links "items to be stored" to a certain "storage space", etc. For example, "scissors" (items to be stored) are linked to "drawer" (storage space), "drawer" is linked to "kitchen" (storage area), "kitchen" is linked to "new home" (storage space), etc. "(storage location); on the other hand, users can trigger the permission management module 120 through the terminal device 2, such as a computer, to configure "who" and "which account" can have access to and modify data. Furthermore, the permission management module 120 can not only change the permissions of a single event, but also set group permissions, such as family-style management permissions, master-slave management permissions, enterprise-style management permissions, and personal management permissions. Furthermore, through the matching module 122, the user can input some matching conditions on the terminal device 2, so that it outputs the matching results. For example, if "I want to store a box of A4 paper", the matching module 122 will match the space that can store it to the "four-layer cabinet" in the "study"; for example, if "I want to store a 20 cm long box", the matching module 122 will match the space that can store it to the "long and short cabinet" in the "study". Through the search module 124, the user can enter some search conditions on the terminal device 2 to output the search results. For example, "I want to find art and craft scissors", the search module 124 will search for scissors placed in the "drawer" of the "desk" in the "study". In addition, the search conditions can also include a logical combination of tags 1022, for example: tags "art and craft" and "scissors", which means that the search is for scissors for art and crafts; and through the suggestion module 126, the user can enter some storage requirements on the terminal device 2, which will output the first suggestion result. For example, "I want to store a box of A4 paper." The suggestion module 126 will suggest placing it near other sized papers. Because the storage is the same paper type (the two types of paper have the same label 1022), the suggestion module 126 will make similar storage suggestions. And through the labeling module 128, the user can label the data file 102 on the terminal device 2 and generate the label 1022. For example, if "drawer" is labeled "stationery", any subsequent items with the same label will be given priority for storage. The detection module 121 is used to prevent users from making illogical or incorrect storage plans. For example, if a pair of scissors is found in a cabinet labeled "Electrical Appliances," it indicates that the user may have placed the item in the wrong space. Therefore, the detection module 121 will provide a second suggestion based on the labels 1022 and links 1020 in each data file 102, suggesting that the item be placed in the correct space or location.

請參閱圖2,為本案一種空間媒合及管理系統又一實施例示意圖,如圖所示,一種空間媒合及管理系統1,資料處理裝置12更包含購 買模組123,資通訊連結建議模組126,購買模組123根據第一建議結果1262自動連接電子商務交易平台3,並給出購買建議,在此,購買模組123與電子商務交易平台3的串接,亦包含有完整的交易加解密及金流機制。在實務上,當第一建議結果建議將物品收納到「A空間」中時,則購買模組123則會將終端設備2導引到電子商務交易平台3,協助使用者進行「A空間」的購買、租賃及交易;又或者,當第一建議結果建議將物品收納到「B收納櫃」中時,但使用者其實並沒有購買「B收納櫃」,此時,購買模組123則會將終端設備2導引到電子商務交易平台3,協助使用者進行「B收納櫃」的購買、租賃及交易。 Please refer to Figure 2, which is a schematic diagram of another embodiment of a space matching and management system. As shown, a space matching and management system 1 includes a data processing device 12 that further includes a purchase module 123 and an information and communication connection recommendation module 126. Purchase module 123 automatically connects to an e-commerce transaction platform 3 based on a first recommendation result 1262 and provides a purchase recommendation. The connection between purchase module 123 and e-commerce transaction platform 3 also includes a complete transaction encryption and decryption and payment flow mechanism. In practice, if the first suggestion result suggests storing the item in "Space A," the purchase module 123 will direct the terminal device 2 to the e-commerce transaction platform 3 to assist the user in purchasing, renting, or trading "Space A." Alternatively, if the first suggestion result suggests storing the item in "Storage Cabinet B," but the user has not actually purchased "Storage Cabinet B," the purchase module 123 will direct the terminal device 2 to the e-commerce transaction platform 3 to assist the user in purchasing, renting, or trading "Storage Cabinet B."

請參閱圖3,為本案一種空間媒合及管理系統又一實施例示意圖,如圖所示,一種空間媒合及管理系統1,資料處理裝置12更包含搬移模組125,資通訊連結偵錯模組121,藉由搬移模組125改變各鏈結1020的階層、順序及連結關係。在實務上,當偵錯模組121給出第二建議結果,即表示其收納策略、收納邏輯關係可能不正確,此時透過搬移模組125能夠重新針對各鏈結1020的階層、順序及連結關係做一下調整,例如:「魚缸用品櫃」與「廚房」做鏈結,顯然不太正確,透過搬移模組125能夠將「魚缸用品櫃」的鏈結重新調整至對的位置「客廳」上。 Please refer to Figure 3, which is a schematic diagram of another embodiment of a space matching and management system of the present case. As shown in the figure, a space matching and management system 1, a data processing device 12 further includes a migration module 125 and an information communication link debugging module 121. The migration module 125 is used to change the hierarchy, sequence and connection relationship of each link 1020. In practice, when the debugging module 121 provides the second recommendation, it indicates that the storage strategy and storage logic may be incorrect. In this case, the move module 125 can adjust the hierarchy, sequence, and connection relationships of each link 1020. For example, linking "Aquarium Supplies Cabinet" to "Kitchen" is clearly incorrect. The move module 125 can re-adjust the link of "Aquarium Supplies Cabinet" to the correct location, "Living Room."

請參閱圖4,為本案一種空間媒合及管理系統又一實施例示意圖,如圖所示,一種空間媒合及管理系統1,資料處理裝置12更包含視覺化模組127,資通訊連結搬移模組125,藉由視覺化模組127讓使用者能以拖拉的方式改變各鏈結1020的階層、順序及連結關係。更進一步說明,在上一實施例中搬移模組125所做的搬移動作,亦能以圖像化的方式作呈現,直接讓使用者在終端設備2上的畫面以手指用拖拉的方式做鏈結1020階層、順序及連結上的調整,如此將使操作更直覺、更方便、亦更有效率 ,藉以提升使用者體驗感受。 Please refer to Figure 4, which is a schematic diagram of another embodiment of a space matching and management system of the present invention. As shown in the figure, a space matching and management system 1, a data processing device 12 further includes a visualization module 127 and an information and communication link transfer module 125. The visualization module 127 allows users to change the hierarchy, order, and connection relationships of each link 1020 by dragging and dropping. Furthermore, the movement actions performed by the transfer module 125 in the previous embodiment can also be presented in a graphical manner, allowing users to directly adjust the hierarchy, order, and connection relationships of the links 1020 by dragging their fingers on the screen of the terminal device 2. This makes operation more intuitive, convenient, and efficient, thereby enhancing the user experience.

請參閱圖5,為本案一種空間媒合及管理系統又一實施例示意圖,如圖所示,一種空間媒合及管理系統1,搜尋模組124更進一步包含語意分析單元1244,用以針對搜尋條件進行語意分析並輸出搜尋結果,更進一步說明,當使用者於終端設備2中輸入搜尋條件後,則會觸發搜尋模組124進行搜尋處理作業,此時,搜尋條件除了可以包含如上述各標籤1022的邏輯組合外,亦可讓使用者輸入一句話、一段話、多句話、多段話等方式進行搜尋,而搜尋模組124所包含的語意分析單元1244,即可針對這些搜尋條件進行語意分析的處理,並在處理之後輸出搜尋結果,而所述語意分析單元1244所使用到的語意分析技術,更包含了斷詞技術、斷句技術、類神經網路技術、聚類分析技術等,藉由這些語意分析技術來進行搜尋條件的語意分析,而不是使用傳統的文字比對技術來進行,俾使搜尋結果能更為精確。 Please refer to FIG5, which is a schematic diagram of another embodiment of a space matching and management system of the present invention. As shown in the figure, a space matching and management system 1, the search module 124 further includes a semantic analysis unit 1244 for performing semantic analysis on the search conditions and outputting the search results. To further explain, when the user enters the search conditions in the terminal device 2, the search module 124 is triggered to perform the search processing operation. At this time, the search conditions can include not only the logical combination of the above-mentioned tags 1022, but also allow the user to enter a sentence, a The search module 124 can search for phrases, multiple sentences, or multiple paragraphs. The semantic analysis unit 1244 included in the search module 124 can perform semantic analysis on these search conditions and output search results after processing. The semantic analysis techniques used by the semantic analysis unit 1244 include word segmentation, sentence segmentation, neural network technology, cluster analysis technology, etc. These semantic analysis techniques are used to perform semantic analysis on search conditions, rather than using traditional text matching technology, so that the search results can be more accurate.

請參閱圖6,為本案一種空間媒合及管理系統又一實施例示意圖,如圖所示,一種空間媒合及管理系統1,各終端設備2耦接特徵擷取裝置4,用以針對物品(未圖示)進行特徵擷取後,進一步改變其各鏈結1020的階層、順序及連結關係。更進一步說明,特徵擷取裝置4可以包含如一維條碼掃描裝置、二維條碼掃描裝置、三維條碼掃描裝置、RFID感應接收裝置、影像擷取裝置等,而在物品上,亦可包含有一維條碼特徵、二維條碼特徵、三維條碼特徵、RFID發射晶片等,所述物品可以包含是資料檔102所記錄的實體物體,例如:收納櫃、抽屜、剪刀、收納空間等,透過使用者使用特徵擷取裝置4對物品進行特徵擷取,例如使用者使用二維條碼掃描裝置對「抽屜」上的二維條碼做掃描,再對「剪刀」上的二維條碼做掃描,透過掃描時間的先後順序差異,即可改變「抽屜」及「剪 刀」中各鏈結1020的階層、順序及連結關係。值得一提的是,終端設備2更可耦接一聲音擷取裝置(未圖示)用以進行使用者聲音的擷取,透過聲音擷取裝置,使用者能夠透過說話的方式,進行語音擷取、處理及辨識,而語音處理的技術可以包含使用有隱藏式馬可夫模型(Hidden Markov Model,HMM)、深度學習模型、高斯混合模型(Gaussian Mixture Model,GMM)等,使用者可以藉由說話的方式進行語音輸入搜尋條件,例如:「請幫我尋找美勞用的剪刀」,據此,系統將會針對搜尋條件進行語音辨識、語意分析並輸出搜尋結果。 Please refer to Figure 6, which is a schematic diagram of another embodiment of a spatial matching and management system of the present invention. As shown in the figure, a spatial matching and management system 1, each terminal device 2 is coupled to a feature capture device 4, which is used to capture features of an item (not shown) and further change the hierarchy, sequence, and connection relationship of each link 1020. Further explanation: the feature capture device 4 can include, for example, a one-dimensional barcode scanner, a two-dimensional barcode scanner, a three-dimensional barcode scanner, an RFID sensor receiving device, an image capture device, etc., and the item can also include one-dimensional barcode features, two-dimensional barcode features, three-dimensional barcode features, RFID transmitter chips, etc. The item can include a physical object recorded in the data file 102, for example: The user can use a feature capture device 4 to capture features of items such as storage cabinets, drawers, scissors, and storage spaces. For example, a user can use a 2D barcode scanner to scan the 2D barcode on the "drawer" and then scan the 2D barcode on the "scissors." The difference in the order of the scans can be used to change the hierarchy, order, and connection relationship of the links 1020 in the "drawer" and "scissors" categories. It is worth noting that the terminal device 2 can be coupled to a voice capture device (not shown) to capture the user's voice. Through the voice capture device, the user can capture, process, and recognize voice by speaking. Voice processing technologies may include the use of Hidden Markov Models (HMMs), deep learning models, Gaussian Mixture Models (GMMs), etc. Users can use voice to input search terms, such as "Please help me find craft scissors." Based on this, the system will perform voice recognition and semantic analysis based on the search terms and output search results.

請參閱圖7,為本案一種空間媒合及管理系統又一實施例示意圖,如圖所示,一種空間媒合及管理系統1,權限管理模組120進一步包含彼此資通訊連結的身分單元1200、時間單元1202及連結產生單元1204,藉以實現更嚴謹的權限管理,並產出外部連結網址。更進一步說明,權限管理模組120的目的,就是要做到權限的控管及分類,而控管及分類即可透過身分參數、時間參數來進行,針對身分,舉例來說,使用者可以制定誰是最高權限者,誰可以擁有閱讀/寫入/修改的權限,誰可以共同編輯、或是指定特定空間給特定身分使用,又例如,亦可制定主從架構規則關係、家庭成員規則關係、部門組員規則關係等,同在一個家庭成員的身分,則可以彼此擁有特定權限,不在此一家庭成員身分的其他人,則無任何權限。又例如:「總經理」可以看到「會計部」的資料,「會計部」可以看到「出納組」的資料,但「人資部」則無法看到「工程部」的資料,藉由身分單元1200得以實現更嚴謹的權限管理。其次,針對時間,使用者可以制定在某一時間區段內,讓某個特定身分的使用者擁有特 定權限,舉例:「爸爸」分享一個小時的「閱讀」權限給「女兒」,過了一個小時後,「女兒」則無法再看到「爸爸」的資料。此外,如遇到系統外部的使用者,則可透過連結產生單元1204來產出外部連結,通常會是以一個網址連結來實現,藉此,不僅能夠更方便的將資訊分享給其他人知道外,更進一步達到系統推廣的效益,能讓更多人知道空間媒合及管理系統1的存在,無形中達成行銷的目的。 Please refer to Figure 7, which is a schematic diagram of another embodiment of a space matching and management system in this case. As shown in the figure, a space matching and management system 1, the permission management module 120 further includes an identity unit 1200, a time unit 1202 and a link generation unit 1204 that are interconnected to achieve more stringent permission management and generate an external link URL. To further explain, the purpose of the permission management module 120 is to control and classify permissions, and the control and classification can be carried out through identity parameters and time parameters. For identity, for example, the user can determine who has the highest authority, who has read/write/modify permissions, who can co-edit, or designate specific spaces for specific identities to use. For example, master-slave structure rule relationships, family member rule relationships, department member rule relationships, etc. can also be established. People who are members of the same family can have specific permissions with each other, and other people who are not members of this family have no permissions. For example, the "General Manager" can see the "Accounting Department" data, which in turn can see the "Cashier Group" data, but the "Human Resources Department" cannot see the "Engineering Department" data. Identity unit 1200 enables stricter permission management. Secondly, users can specify time zones, granting specific permissions to users with specific identities. For example, if "Dad" shares "Read" permissions with "Daughter" for one hour, after that hour, "Daughter" will no longer be able to see "Dad's" data. Furthermore, if users outside the system are encountered, the link generation unit 1204 can generate an external link, typically a URL. This not only makes it easier to share information with others, but also further promotes the system, allowing more people to become aware of the existence of the space matching and management system 1, thereby achieving a marketing goal.

請參閱圖8,為本案一種空間媒合及管理系統又一實施例示意圖,如圖所示,一種空間媒合及管理系統1,資料處理裝置12更包含評價模組129,用以提供給使用者針對各資料檔102進行評價。更進一步說明,當使用者透過空間媒合及管理系統1進行空間媒合及管理時,針對空間、地點、物品等,都會有不同的使用者感受,此時即可藉由評價模組129進行使用者感受評價,讓不足之處得以改善,完美之處繼續保持,舉例來說:使用者可以針對某一個空間例如:「東區的XX共享空間」做使用者評價。 Please refer to Figure 8, which is a schematic diagram of another embodiment of a space matching and management system in this case. As shown, a space matching and management system 1 includes a data processing device 12 further comprising an evaluation module 129 for providing users with evaluations of each data file 102. To further illustrate, when users use the space matching and management system 1 to match and manage spaces, they will have different user experiences with spaces, locations, and items. Evaluation module 129 can then evaluate these user experiences, allowing deficiencies to be improved and strengths to be maintained. For example, a user can provide a user evaluation of a specific space, such as "XX Shared Space in the East District."

本發明所述的空間媒合及管理系統,因為能提供一種整合型的管理系統,讓使用者能夠更方便、更直覺的進行物品收納及管理,同時能針對收納空間作媒合及收納建議,在完成收納規劃、管理及記錄的同時,亦能夠將權限分享給其他人知道,不僅提升收納管理的便利性,亦同時保有隱私,透過有條不紊階層式管理介面,能隨時隨地改變收納的架構及規則,用最適當的收納空間及收納規則,杜絕空間的浪費以及雜亂無章的收納習慣,讓使用者在收納過程中能更加方便、更有效率,進而同時解決收納策略優化及空間管理等問題。而在實際的使用場域中,無論是個人 使用者、家庭使用者、公司行號使用者、學校、補習班、甚至是任何社會團體、民間社團等皆適用,透過本系統的收納管理,能創造出事半功倍的效益。 The space matching and management system described in the present invention provides an integrated management system that allows users to store and manage items more conveniently and intuitively. It can also match and recommend storage spaces. After completing storage planning, management, and recording, users can also share permissions with others, not only improving the convenience of storage management but also maintaining privacy. Through an orderly hierarchical management interface, the storage structure and rules can be changed anytime and anywhere. Using the most appropriate storage space and storage rules, space waste and disorganized storage habits are eliminated, making the storage process more convenient and efficient for users, thereby simultaneously solving problems such as storage strategy optimization and space management. In practical applications, this system is applicable to individuals, families, businesses, schools, cram schools, and even social groups and non-governmental organizations. Through storage and management, it can achieve twice the result with half the effort.

綜上所述,本案確實符合產業利用性,且未於申請前見於刊物或公開使用,亦未為公眾所知悉,且具有非顯而易知性,符合可專利之要件,爰依法提出專利申請。惟上述所陳,為本案產業上一較佳實施例,舉凡依本案申請專利範圍所作之均等變化,皆屬本案訴求標的的範疇。 In summary, this case does meet the requirements for industrial applicability. Furthermore, the invention had not appeared in publications or been publicly used prior to the application, nor was it known to the public. Furthermore, it possesses non-obviousness, thus meeting the patent eligibility requirements. Therefore, a patent application has been filed in accordance with the law. However, the above description serves as a preferred embodiment of the industry in this case. Any equivalent variations based on the scope of the patent application in this case fall within the scope of the claimed subject matter.

1:空間媒合及管理系統 1: Space matching and management system

10:資料庫系統 10: Database System

102:資料檔 102: Data file

1020:鏈結 1020: Link

1022:標籤 1022: Tags

12:資料處理裝置 12: Data processing device

120:權限管理模組 120: Permission Management Module

121:偵錯模組 121: Debugging Module

122:媒合模組 122: Matching Module

124:搜尋模組 124: Search Module

126:建議模組 126: Suggested Modules

128:標註模組 128: Dimension Module

2:終端設備 2:Terminal equipment

Claims (10)

一種空間媒合及管理系統,資通訊連結至少一終端設備,該空間媒合及管理系統包括:一資料庫系統,用以存取各該終端設備所輸入的複數個資料檔,各該資料檔具有一鏈結;一資料處理裝置,資通訊連接該資料庫系統,且該資料處理裝置中設有彼此資訊連結的一權限管理模組、一媒合模組、一搜尋模組及一建議模組,該權限管理模組用以設定至少一帳號資料的權限,該媒合模組根據一媒合條件輸出一媒合結果,該搜尋模組根據一搜尋條件輸出一搜尋結果,該建議模組根據各該資料檔及一收納需求輸出一第一建議結果;其中,該資料處理裝置更進一步包含一標註模組及一偵錯模組,該標註模組用以對各該資料檔進行標註並產生至少一標籤,該偵錯模組用以根據各該資料檔、各該標籤及各該鏈結產出一第二建議結果。A space matching and management system is connected to at least one terminal device via data communication. The space matching and management system includes: a database system for accessing a plurality of data files input by each terminal device, each of which has a link; a data processing device connected to the database system via data communication, and the data processing device is provided with a permission management module, a matching module, a search module, and a suggestion module that are informationally linked to each other. The permission management module is used to set at least one account data. The matching module outputs a matching result according to a matching condition, the search module outputs a search result according to a search condition, and the suggestion module outputs a first suggestion result according to each of the data files and a storage requirement; wherein the data processing device further includes a labeling module and a debugging module, the labeling module is used to label each of the data files and generate at least one label, and the debugging module is used to generate a second suggestion result according to each of the data files, each of the labels and each of the links. 如請求項1所述的空間媒合及管理系統,其中,該資料處理裝置更包含一購買模組,資通訊連結該建議模組,該購買模組根據該第一建議結果自動連接一電子商務交易平台,並給出一購買建議。As described in claim 1, the spatial matching and management system, wherein the data processing device further includes a purchase module, which is informationally connected to the recommendation module, and the purchase module automatically connects to an e-commerce transaction platform based on the first recommendation result and provides a purchase recommendation. 如請求項2所述的空間媒合及管理系統,其中,該資料處理裝置更包含一搬移模組,資通訊連結該偵錯模組,藉由該搬移模組改變各該鏈結的階層、順序及連結關係。As described in claim 2, the spatial matching and management system, wherein the data processing device further includes a migration module, which is data-communication-connected to the debugging module, and the hierarchy, sequence and link relationship of each link are changed by the migration module. 如請求項3所述的空間媒合及管理系統,其中,該搜尋條件包含各該標籤的邏輯組合。The spatial matching and management system as described in claim 3, wherein the search condition includes a logical combination of each of the tags. 如請求項3所述的空間媒合及管理系統,其中,該資料處理裝置更包含一視覺化模組,資通訊連結該搬移模組,藉由該視覺化模組讓一使用者能以拖拉的方式改變各該鏈結的階層、順序及連結關係。As described in claim 3, the spatial matching and management system, wherein the data processing device further includes a visualization module, which is connected to the migration module, and the visualization module allows a user to change the hierarchy, order and link relationship of each link by dragging and dropping. 如請求項3所述的空間媒合及管理系統,其中,該搜尋模組更進一步包含一語意分析單元,用以針對該搜尋條件進行語意分析並輸出該搜尋結果。The spatial matching and management system as described in claim 3, wherein the search module further includes a semantic analysis unit for performing semantic analysis on the search conditions and outputting the search results. 如請求項6所述的空間媒合及管理系統,其中,該語意分析單元主要使用一斷詞技術及一類神經網路技術。As described in claim 6, the spatial matching and management system, wherein the semantic analysis unit mainly uses a word-breaking technology and a type of neural network technology. 如請求項5所述的空間媒合及管理系統,其中,各該終端設備耦接一特徵擷取裝置,用以針對一物品進行特徵擷取後,進一步改變其各該鏈結的階層、順序及連結關係。As described in claim 5, the spatial matching and management system, wherein each terminal device is coupled to a feature capture device for capturing features of an object and further changing the hierarchy, sequence, and connection relationship of each of its links. 如請求項8所述的空間媒合及管理系統,其中,該權限管理模組進一步包含彼此資通訊連結的一身分單元、一時間單元及一連結產生單元,藉以實現更嚴謹的權限管理,並產出一外部連結網址。As described in claim 8, the space matching and management system, wherein the permission management module further includes an identity unit, a time unit and a link generation unit that are interconnected to achieve more stringent permission management and generate an external link URL. 如請求項9所述的空間媒合及管理系統,其中,該資料處理裝置更包含一評價模組,提供使用者針對各該資料檔進行評價。As described in claim 9, the spatial matching and management system, wherein the data processing device further includes an evaluation module that allows users to evaluate each of the data files.
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Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9684662B2 (en) * 2013-03-07 2017-06-20 Ricoh Company, Ltd. Systems, apparatuses and methods configured for document cabinet creation
TW201839719A (en) * 2017-04-17 2018-11-01 美商英特爾股份有限公司 Graphics system with additional context
CN110019018A (en) * 2017-09-22 2019-07-16 三星Sds株式会社 File recommended method and file recommendation apparatus
CN116151219A (en) * 2023-03-14 2023-05-23 易信(厦门)信用服务技术有限公司 Named entity identification-based bid winning data analysis treatment method, device and medium
CN109558197B (en) * 2018-11-27 2023-06-30 北京小米移动软件有限公司 Information recommendation method and device
TWM663726U (en) * 2024-07-17 2024-12-01 迪思普有限公司 Space matching and management system

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9684662B2 (en) * 2013-03-07 2017-06-20 Ricoh Company, Ltd. Systems, apparatuses and methods configured for document cabinet creation
TW201839719A (en) * 2017-04-17 2018-11-01 美商英特爾股份有限公司 Graphics system with additional context
CN110019018A (en) * 2017-09-22 2019-07-16 三星Sds株式会社 File recommended method and file recommendation apparatus
CN109558197B (en) * 2018-11-27 2023-06-30 北京小米移动软件有限公司 Information recommendation method and device
CN116151219A (en) * 2023-03-14 2023-05-23 易信(厦门)信用服务技术有限公司 Named entity identification-based bid winning data analysis treatment method, device and medium
TWM663726U (en) * 2024-07-17 2024-12-01 迪思普有限公司 Space matching and management system

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