TWI627545B - Online community media instant news screening and notification method - Google Patents

Online community media instant news screening and notification method Download PDF

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TWI627545B
TWI627545B TW106146319A TW106146319A TWI627545B TW I627545 B TWI627545 B TW I627545B TW 106146319 A TW106146319 A TW 106146319A TW 106146319 A TW106146319 A TW 106146319A TW I627545 B TWI627545 B TW I627545B
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news
screening
article
data relay
relay processing
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TW201931160A (en
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Xin-Han Chen
Jun-Wei Chen
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Abstract

一種網路社群媒體即時新聞篩選及通報方法,包含:由資料中繼處理主機在社群媒體伺服器即時偵測及下載新聞文章;對新聞文章進行篩選程序,所述篩選程序包含關鍵字篩選步驟及相似文章排除步驟;由所述資料中繼處理主機根據篩選結果產生通報訊息,並傳送到接受通報帳號;在所述關鍵字篩選步驟中,所述資料中繼處理主機判斷新聞文章是否包含篩選關鍵字,若是,發出所述通報訊息至接受通報帳號;本創作係根據篩選關鍵字篩選出讀者感興趣的新聞文章,並即時通報給讀者,供讀者可即時收到最新並感興趣的新聞文章。An online community media instant news screening and notification method includes: a data relay processing host instantly detects and downloads news articles on a social media server; and a screening process for a news article, the screening program includes keyword screening Steps and similar article exclusion steps; the data relay processing host generates a notification message according to the screening result, and transmits the notification message to the acceptance notification account; in the keyword screening step, the data relay processing host determines whether the news article includes Filter the keywords, if yes, send the notification message to the account number; the author selects the news articles that are of interest to the reader based on the filtered keywords, and immediately informs the readers, so that the reader can receive the latest and interesting news immediately. article.

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網路社群媒體即時新聞篩選及通報方法Online community media instant news screening and notification method

本創作是有關一種新聞篩選及通報方法,特别是指網路社群媒體即時新聞篩選及通報方法。This creation is about a method of news screening and notification, especially the method of online news screening and notification in online community media.

社會大眾通常可藉由報章雜誌或電視新聞節目獲知各種新聞媒體所報導的新聞事件,而拜科技之賜,社會大眾已可利用個人電腦、平板電腦、智慧型手機透過網際網路瀏覽網路新聞。如今網路社群媒體(例如Facebook、LINE)也蓬勃發展起來,新聞發佈者(例如:新聞媒體、公眾人物或機關團體等)亦有經營其社群媒體,以透過社群媒體發佈新聞。The public can usually learn about news events reported by various news media through newspapers and magazines or TV news programs. Thanks to technology, the public can use the personal computer, tablet, and smart phone to browse online news through the Internet. . Online social media (such as Facebook and LINE) are also booming. News publishers (such as news media, public figures, or government groups) also run their social media to publish news through social media.

然而,不同的新聞發佈者擁有各自的網路社群媒體帳號,對於讀者來說,必須進入新聞發佈者的網路社群媒體後才可瀏覽其發佈的新聞內容,惟讀者只能被動地連上新聞發佈者的網路社群媒體後再自行瀏覽,讀者並不知道新聞發佈者發佈最新新聞的時間點,導致讀者未能即時得知最新的新聞消息。再者,對於同一個新聞事件,可能有許多不同的新聞發佈者爭相報導,導致不同新聞發佈者所發佈的新聞內容大同小異,近似度高,對於讀者來說,雖然閱讀了不同新聞發佈者所發佈的新聞文章,但對於同一事件的報導可能近似度高,導致讀者無法從中得到更多資訊,導致讀者的困擾。However, different news publishers have their own online social media accounts. For readers, they must enter the news publisher's online social media to view their published news content, but readers can only passively connect. After the news publisher's online social media is browsed on its own, the reader does not know the time point when the news publisher publishes the latest news, resulting in the reader not being able to immediately know the latest news. Moreover, for the same news event, there may be many different news publishers competing to report, resulting in different news publishers publishing news content is similar, high degree of approximation, for readers, although reading different news publishers Published news articles, but the coverage of the same event may be highly similar, resulting in readers not being able to get more information from them, causing confusion for readers.

有鑒於此,本創作之主要目的是提供一種網路社群媒體即時新聞篩選及通報方法,可主動篩選不同新聞發佈者所發佈的新聞內容,並將篩選後的新聞內容即時提供給讀者,以克服先前技術所述問題。In view of this, the main purpose of this creation is to provide an online news media screening and notification method for online community media, which can actively screen news content published by different news publishers and provide the filtered news content to readers in real time. Overcoming the problems described in the prior art.

本創作網路社群媒體即時新聞篩選及通報方法包含: 由資料中繼處理主機在社群媒體伺服器即時偵測及下載新聞文章; 由所述資料中繼處理主機對偵測及下載到的新聞文章進行篩選程序,所述篩選程序包含關鍵字篩選步驟及相似文章排除步驟;及 由所述資料中繼處理主機根據篩選結果產生通報訊息,並將通報訊息傳送到接受通報帳號; 其中,在所述關鍵字篩選步驟中,所述資料中繼處理主機判斷偵測及下載到的新聞文章是否包含篩選關鍵字,若是,即發出所述通報訊息至所述接受通報帳號。The instant news screening and notification method of the creative online community media includes: The data relay processing host immediately detects and downloads the news article on the social media server; and the data relay processing host detects and downloads the news The news article performs a screening process, the screening program includes a keyword screening step and a similar article exclusion step; and the data relay processing host generates a notification message according to the screening result, and transmits the notification message to the notified notification account; In the keyword screening step, the data relay processing host determines whether the detected and downloaded news article includes a screening keyword, and if so, sends the notification message to the notified account.

因為資料中繼處理主機在社群媒體伺服器係即時偵測及下載新聞文章,故能在短時間內獲得社群媒體伺服器所發佈的最新新聞文章,再者,篩選關鍵字可由讀者所定義,故依據篩選關鍵字所篩選出的新聞文章可反映讀者感興趣的內容,而透過相似文章排除步驟,對近似度高的新聞文章不進行通報,避免讀者看到相似度高的新聞文章。Because the data relay processing host detects and downloads news articles in real time on the social media server, it can get the latest news articles published by the social media server in a short time. Furthermore, the filtering keywords can be defined by the reader. Therefore, the news articles selected according to the screening keywords can reflect the content that the reader is interested in, and the similar articles are excluded from the steps, and the news articles with high similarity are not notified, so that the readers can avoid the news articles with high similarity.

如此一來,本創作克服先前技術所述讀者未能即時得知最新的新聞消息的缺點,以及克服讀者對於同一事件恐讀到多篇相似度高之新聞的缺點,進而提高讀者的閱讀效率。In this way, the present invention overcomes the shortcomings of the prior art that the reader fails to immediately know the latest news information, and overcomes the shortcomings of the reader to read a plurality of similarly high news for the same event, thereby improving the reading efficiency of the reader.

請參考圖1,本創作網路社群媒體即時新聞篩選及通報方法的實施例可於社群媒體伺服器10與資料中繼處理主機20實施。Referring to FIG. 1, an embodiment of the present online social media instant news screening and notification method can be implemented by the social media server 10 and the data relay processing host 20.

所述社群媒體伺服器10可泛指臉書(Facebook)、LINE、新聞媒體網頁、論壇討論區…等提供資訊平台的伺服器,所述社群媒體伺服器10連線網際網路,並供個人、新聞媒體、公眾人物等使用者註冊帳號,每個帳號可供發佈新聞文章11,且新聞文章11可設定為公開狀態,讓透過網際網路連線到社群媒體伺服器10的瀏覽者可檢視及下載新聞文章。The social media server 10 can generally refer to a server that provides an information platform, such as Facebook, LINE, news media webpage, forum discussion forum, etc., the social media server 10 is connected to the Internet, and For individuals, news media, public figures and other users to register accounts, each account can be used to publish news articles 11, and news articles 11 can be set to be public, allowing browsing through the Internet to the social media server 10 You can view and download news articles.

所述資料中繼處理主機20可為電腦主機或雲端伺服器主機,可採用Linux作業系統、MySQL資料庫、Ruby on Rails程式語言、JSON或XML資料串接格式,但不以此為限,所述資料中繼處理主機20可連線網際網路,並可偵測及下載所述社群媒體伺服器10所發佈的新聞文章11。本創作實施例中,所述資料中繼處理主機20可同時執行多個網路爬蟲軟體(web crawler)以即時偵測所述社群媒體伺服器10所發佈的新聞文章11,各網路爬蟲軟體可供設定至少一偵測對象,所述偵測對象係所述社群媒體伺服器10的帳號,以達到分散式佈署,提高偵測效率。各網路爬蟲軟體可定期偵測及下載各偵測對象所發佈的新聞文章11,所述"定期"可例如每十分鐘內(如每三分鐘)偵測一次,如此一來,所述資料中繼處理主機20便能在短時間內偵測及下載到各偵測對象所發佈之最新新聞文章11。當所述資料中繼處理主機20偵測及下載到新聞文章11後,可將新聞文章11儲存到資料庫,此外,所述資料中繼處理主機20對偵測及下載到的新聞文章11進行篩選程序,或進一步提供語意情感分析結果,所述資料中繼處理主機20根據篩選結果及分析結果產生一通報訊息30,並將該通報訊息30傳送到一接受通報帳號40,其中,該通報訊息30可為通訊軟體訊息、簡訊或電子郵件,該接受通報帳號可為通訊軟體的個人帳號或群組帳號、手機電話號碼或電子郵件信箱,所述通訊軟體可例如為LINE、Juiker或Facebook Messenger,但不以此為限。The data relay processing host 20 can be a computer host or a cloud server host, and can adopt a Linux operating system, a MySQL database, a Ruby on Rails programming language, a JSON or an XML data serial connection format, but not limited thereto. The data relay processing host 20 can connect to the Internet and can detect and download the news articles 11 issued by the social media server 10. In the present embodiment, the data relay processing host 20 can simultaneously execute a plurality of web crawlers to instantly detect the news articles 11 published by the social media server 10, and the web crawlers. The software can be configured to set at least one detection object, and the detection object is an account of the social media server 10 to achieve distributed deployment and improve detection efficiency. Each web crawler software can periodically detect and download news articles 11 issued by each detected object, and the "periodical" can be detected, for example, every ten minutes (such as every three minutes), so that the data is The relay processing host 20 can detect and download the latest news articles 11 issued by the respective detection objects in a short time. After the data relay processing host 20 detects and downloads the news article 11, the news article 11 can be stored in the database, and the data relay processing host 20 performs the detected and downloaded news article 11. a screening program, or further providing a semantic analysis result, the data relay processing host 20 generates a notification message 30 based on the screening result and the analysis result, and transmits the notification message 30 to a notification notification account 40, wherein the notification message 30 can be a communication software message, a short message or an email, and the notification notification account can be a personal account or a group account number, a mobile phone number or an email address of the communication software, and the communication software can be, for example, LINE, Juiker or Facebook Messenger. But not limited to this.

所述資料中繼處理主機20儲存一客戶帳號,該客戶帳號供客戶使用者設定該接受通報帳號及至少一篩選關鍵字,舉例來說,客戶使用者可利用客戶端電子裝置50(例如桌上型電腦、筆記型電腦、平板電腦或智慧型手機)透過網際網路連線到所述資料中繼處理主機20,以在所述資料中繼處理主機20註冊該客戶帳號,並在登入該客戶帳號後設定該接受通報帳號40及所述篩選關鍵字,需說明的是,只要登入該接受通報帳號40的電子裝置安裝有軟體官方允許的應用程式介面(API)連線規範或微軟Windows視窗安裝版,該電子裝置即可接收所述資料中繼處理主機20透過通訊軟體所發出的該通報訊息30。The data relay processing host 20 stores a customer account for the customer user to set the notification account and at least one screening keyword. For example, the client user can utilize the client electronic device 50 (for example, a table). a computer, a notebook computer, a tablet computer or a smart phone) is connected to the data relay processing host 20 via the Internet to register the customer account at the data relay processing host 20 and log in to the client. After the account is set, the notification account 40 and the screening keyword are set. It should be noted that the electronic device registered in the notification account 40 is installed with an officially permitted application interface (API) connection specification or Microsoft Windows Windows installation. The electronic device can receive the notification message 30 sent by the data relay processing host 20 through the communication software.

請配合參考圖2,登入該接受通報帳號40的電子裝置以智慧型手機60為例,該通報訊息30可透過文字顯示該新聞文章的超連結31,所述超連結31可為官方原始網址或短網址(short URL),供使用者點擊。此外,該通報訊息30可進一步包含新聞文章之媒體來源(發佈者)、媒體版面(例如:政治版、社會版、國際版…等)、作者、標題、新聞摘要、語意情感分析結果、新聞圖片及新聞剪輯影片當中的至少一種。其中,網路爬蟲軟體所擷取新聞文章的網頁原始碼具有功能變數,資料中繼處理主機20可根據功能變數判斷出所述媒體來源、媒體版面、作者及標題,使該通報訊息30可透過文字顯示所述媒體來源、媒體版面、作者及標題;資料中繼處理主機20設有使用者定義的一預設篇幅,可將新聞文章中對應該預設篇幅的內容設定為所述新聞摘要,例如將新聞文章的第1字至第250字的篇幅設定為所述新聞摘要,使該通報訊息30可透過文字顯示所述新聞摘要;所述語意情感分析結果例如可反映新聞文章為正面(positive)資訊或負面(negative)資訊,但不以此為限,使該通報訊息30可透過文字或圖表顯示所述語意情感分析結果;由於在社群媒體伺服器10所發佈的新聞可包含新聞影片,資料中繼處理主機20可對新聞影片截圖並存成圖片檔(例如.jpg檔),及在該通報訊息30中匯入圖片檔,使該通報訊息30可顯示該圖片檔(新聞圖片);資料中繼處理主機20亦可下載剪輯所述新聞影片並存成影片檔(例如.mp4檔),及在該通報訊息30中匯入影片檔,供讀者點選觀看新聞剪輯影片。請參考圖3,為包含媒體來源、標題、超連結、新聞摘要、新聞圖片之通報訊息30'的示意圖。Referring to FIG. 2, the electronic device that is logged into the notification account 40 is exemplified by the smart phone 60. The notification message 30 can display the hyperlink 31 of the news article by text, and the hyperlink 31 can be an official original website or Short URL for users to click. In addition, the notification message 30 may further include a media source (publisher) of the news article, a media layout (eg, political version, social version, international version, etc.), author, title, news summary, semantic analysis result, news picture And at least one of the news clips. The webpage source code of the news article captured by the web crawler software has a function variable, and the data relay processing host 20 can determine the media source, the media layout, the author, and the title according to the function variable, so that the notification message 30 is transparent. The text display the media source, the media layout, the author, and the title; the data relay processing host 20 has a preset space defined by the user, and the content corresponding to the preset length in the news article may be set as the news summary. For example, the length of the first word to the 250th word of the news article is set as the news summary, so that the notification message 30 can display the news summary through text; the semantic analysis result can reflect, for example, that the news article is positive (positive) Information or negative information, but not limited thereto, so that the notification message 30 can display the semantic analysis result by text or chart; since the news published on the social media server 10 can include the news film The data relay processing host 20 can take a screenshot of the news film and save it as an image file (for example, a .jpg file), and import the image file in the notification message 30. The notification message 30 can display the image file (news picture); the data relay processing host 20 can also download and edit the news film and save it as a video file (for example, .mp4 file), and import it in the notification message 30. Video files for readers to watch news clips. Please refer to FIG. 3, which is a schematic diagram of a notification message 30' including a media source, a title, a hyperlink, a news digest, and a news photo.

所述資料中繼處理主機20進行篩選程序時,包含關鍵字篩選步驟及相似文章排除步驟。在關鍵字篩選步驟中,所述資料中繼處理主機20判斷偵測及下載到的新聞文章11是否包含所述篩選關鍵字,若是,代表該新聞文章為客戶使用者所感興趣的內容,所述資料中繼處理主機20即發出該通報訊息30至該接受通報帳號40,所述資料中繼處理主機20可將發佈時間最早的新聞文章作為一參考文章,而之後於一時間區間內(例如1分鐘內),又透過關鍵字篩選步驟篩選出至少一篇新聞文章,故透過關鍵字篩選步驟可篩選出多篇新聞文章,則所述資料中繼處理主機20進行相似文章排除步驟,所述資料中繼處理主機20可將該等新聞文章進行相似度分析,例如可將兩篇文章的語句進行逐句比對分析,由於該等新聞文章的發佈時間點不盡相同,而將發佈時間較該參考文章晚的新聞文章與該參考文章進行相似度分析,當分析結果達一門檻值(例如與該參考文章的相似度達60%),則對發佈時間較晚且相似度達到該門檻值的新聞文章予以排除而不通報。When the data relay processing host 20 performs the screening process, it includes a keyword screening step and a similar article exclusion step. In the keyword screening step, the data relay processing host 20 determines whether the detected and downloaded news article 11 includes the screening keyword, and if so, represents that the news article is content of interest to the client user, The data relay processing host 20 sends the notification message 30 to the notification notification account 40, and the data relay processing host 20 can use the news article with the earliest release time as a reference article, and then within a time interval (for example, 1 In the minute, the keyword screening step is used to filter out at least one news article, so that multiple news articles can be filtered through the keyword screening step, and the data relay processing host 20 performs a similar article exclusion step. The relay processing host 20 may perform similarity analysis on the news articles. For example, the sentences of the two articles may be analyzed step by step. Since the publication time of the news articles is not the same, the publishing time is compared. Refer to the article's late news article for similarity analysis with the reference article, when the analysis results reach a threshold (for example, similar to the reference article) 60%), the late release of the news article and the similarity reach the threshold to be excluded from the briefing.

關於前述的語意情感分析,請配合圖1,所述資料中繼處理主機20可將偵測及下載到的新聞文章傳送到提供語意情感分析服務的分析平台70,例如微軟(Microsoft)、谷歌(Google)及亞馬遜(Amazon Comprehend)皆有提供語意情感分析服務,參考網址如下: (1)微軟官方網站:https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics/text-analytics-supported-languages (2)谷歌官方網站:https://cloud.google.com/translate/docs/ (3)亞馬遜官方網站:https://aws.amazon.com/tw/blogs/aws/amazon-comprehend-continuously-trained-natural-language-processing/With regard to the foregoing semantic analysis, please refer to FIG. 1, the data relay processing host 20 can transmit the detected and downloaded news articles to the analysis platform 70 that provides the semantic analysis service, such as Microsoft (Microsoft), Google ( Both Google and Amazon Comprehend provide semantic sentiment analysis services. The reference URLs are as follows: (1) Microsoft official website: https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics /text-analytics-supported-languages (2)Google's official website: https://cloud.google.com/translate/docs/ (3) Amazon's official website: https://aws.amazon.com/tw/blogs/ Aws/amazon-comprehend-continuously-trained-natural-language-processing/

該分析平台70產生語意情感分析結果後,所述資料中繼處理主機20接收分析平台70所產生的語意情感分析結果,可將語意情感分析結果傳送到該接受通報帳號40,供客戶使用者檢視參考。After the analysis platform 70 generates the semantic analysis result, the data relay processing host 20 receives the semantic sentiment analysis result generated by the analysis platform 70, and transmits the semantic sentiment analysis result to the acceptance notification account 40 for the customer user to view. reference.

歸納以上所述,請參考圖4,本創作網路社群媒體即時新聞篩選及通報方法可包含以下步驟:To summarize the above, please refer to Figure 4. The online news media screening and notification method of the creative online community media can include the following steps:

步驟S01:由資料中繼處理主機20在複數社群媒體伺服器10偵測及下載複數新聞文章11,其中可透過網路爬蟲軟體偵測及下載新聞文章11;Step S01: The data relay processing host 20 detects and downloads a plurality of news articles 11 on the plurality of social media servers 10, wherein the news article 11 can be detected and downloaded through the web crawler software;

步驟S02:由資料中繼處理主機20對偵測及下載到的新聞文章11進行篩選程序,所述篩選程序包含關鍵字篩選步驟及相似文章排除步驟;及Step S02: The data relay processing host 20 performs a screening process on the detected and downloaded news articles 11, and the screening program includes a keyword screening step and a similar article exclusion step;

步驟S03:所述資料中繼處理主機20根據篩選結果產生通報訊息30,並將通報訊息30傳送到接受通報帳號40,或進一步提供語意情感分析結果並傳送到接受通報帳號40。Step S03: The data relay processing host 20 generates a notification message 30 according to the screening result, and transmits the notification message 30 to the notification notification account 40, or further provides a semantic sentiment analysis result and transmits it to the acceptance notification account 40.

10‧‧‧社群媒體伺服器10‧‧‧Community Media Server

11‧‧‧新聞文章11‧‧‧ News articles

20‧‧‧資料中繼處理主機20‧‧‧Data relay processing host

30、30'‧‧‧通報訊息30, 30'‧‧‧Notice

31‧‧‧超連結31‧‧‧ hyperlink

40‧‧‧接受通報帳號40‧‧‧Notice of notification

50‧‧‧客戶端電子裝置50‧‧‧Client electronic device

60‧‧‧智慧型手機60‧‧‧Smart mobile phones

圖1:實施本創作即時新聞篩選及通報方法之系統的方塊示意圖。 圖2:本創作中由智慧型手機顯示通報訊息的示意圖( )。 圖3:本創作中由智慧型手機顯示通報訊息的示意圖(二)。 圖4:本創作即時新聞篩選及通報方法之流程示意圖。 Figure 1: Block diagram of a system for implementing the instant news screening and notification method of the present creation. Figure 2: Schematic diagram of the notification message displayed by the smart phone in this creation ( 1 ) . Figure 3: Schematic diagram of the notification message displayed by the smart phone in this creation (2). Figure 4: Schematic diagram of the process of instant news screening and notification of this creation.

Claims (6)

一種網路社群媒體即時新聞篩選及通報方法,包含:由資料中繼處理主機在社群媒體伺服器即時偵測及下載新聞文章;由所述資料中繼處理主機對偵測及下載到的新聞文章進行篩選程序,所述篩選程序包含關鍵字篩選步驟及相似文章排除步驟;及由所述資料中繼處理主機根據篩選結果產生通報訊息,並將通報訊息傳送到接受通報帳號;其中,在所述關鍵字篩選步驟中,所述資料中繼處理主機判斷偵測及下載到的新聞文章是否包含篩選關鍵字,若是,即發出所述通報訊息至所述接受通報帳號;其中,在相似文章排除步驟中,所述資料中繼處理主機將發佈時間最早的新聞文章作為一參考文章,及將發佈時間較該參考文章晚的新聞文章與該參考文章進行相似度分析,以對發佈時間較晚且相似度達到一門檻值的新聞文章予以排除而不通報。 An online community media instant news screening and notification method includes: detecting, downloading and downloading news articles by a data relay processing host on a social media server; and processing and downloading the host by the data relay processing host The news article performs a screening process, the screening program includes a keyword screening step and a similar article exclusion step; and the data relay processing host generates a notification message according to the screening result, and transmits the notification message to the notified account; wherein, In the keyword screening step, the data relay processing host determines whether the detected and downloaded news article includes a screening keyword, and if so, sends the notification message to the notified account; wherein, in a similar article In the step of excluding, the data relay processing host uses the news article with the earliest release time as a reference article, and performs a similarity analysis on the news article with the release time later than the reference article, and the release time is later. News articles whose similarity reaches a depreciation are excluded and not reported. 如請求項1所述之網路社群媒體即時新聞篩選及通報方法,所述資料中繼處理主機透過網路爬蟲軟體定期偵測及下載所述新聞文章。 The online social media instant news screening and notification method according to claim 1, wherein the data relay processing host periodically detects and downloads the news article through a web crawler software. 如請求項2所述之網路社群媒體即時新聞篩選及通報方法,所述資料中繼處理主機同時執行多個網路爬蟲軟體以即時偵測所述社群媒體伺服器所發佈的新聞文章,各網路爬蟲軟體供設定至少一偵測對象,所述偵測對象係所述社群媒體伺服器的帳號。 The online social media instant news screening and notification method according to claim 2, wherein the data relay processing host simultaneously executes a plurality of web crawling software to instantly detect a news article published by the social media server. Each web crawler software is configured to set at least one detection object, where the detection object is an account of the social media server. 如請求項1至3中任一項所述之網路社群媒體即時新聞篩選及通報方法,所述資料中繼處理主機將偵測及下載到的新聞文章傳送到提供語意情感分析服務的分析平台,並接收所述分析平台所產生的語意情感分析結果,以將所述語意情感分析結果傳送到所述接受通報帳號。 The online community media instant news screening and notification method according to any one of claims 1 to 3, wherein the data relay processing host transmits the detected and downloaded news articles to the analysis of providing a semantic analysis service And receiving a semantic sentiment analysis result generated by the analysis platform to transmit the semantic sentiment analysis result to the notification notification account. 如請求項4所述之網路社群媒體即時新聞篩選及通報方法,該接受通報帳號為通訊軟體的個人帳號或群組帳號、手機電話號碼或電子郵件信箱。 The online social media instant news screening and notification method according to claim 4, wherein the notified account number is a personal account or a group account number, a mobile phone number or an email address of the communication software. 如請求項4所述之網路社群媒體即時新聞篩選及通報方法,該通報訊息包含新聞文章的超連結,及媒體來源、媒體版面、作者、標題、新聞摘要、語意情感分析結果、新聞圖片及新聞剪輯影片當中的至少一種。 The online social media instant news screening and notification method as claimed in claim 4, the notification message includes a hyperlink of the news article, and the media source, media layout, author, title, news summary, semantic analysis result, news image And at least one of the news clips.
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