一、動機與挑戰:
人力查核不實廣告耗時耗力,期望AI解放人力與提供一致化審查標準
國內電商平台每日上架超過10萬商品,行政機關為避免民眾遭受不實廣告影響,投入大量人力進行網路巡邏。此外,亦有民眾會透過行政機關信箱,進行不實廣告檢舉,依法規定只要檢舉就必須要進行裁罰,亦需耗費大量人力投入。此外,由於法令規定不明確,不同查核人員依據個人見解進行裁罰的判斷標準不一致,廠商申訴頻繁導致人員疲於奔命。相關想法過去曾與民間業者合作,建置網路違規廣告稽查系統,但業者技術能量無法符合查核需求。
二、策略與方向
以技術優勢帶動第三方國家認證,促成不實廣告服務生態系
主管機關希望能透過數位化解決方案,來節省人力投入時間,並擴大巡邏頻率與範圍,使民眾可以免於不實廣告的影響。資策會團隊於2021年以不實訊息為題獲得RD100大獎後,主管機關及主動接洽,希望能藉由不實訊息計畫中所研發之技術與協作機制,解決不實廣告查核的議題。
首先面對的問題就是電商平台、企業自有購物網站、FB等銷售頻道眾多,如何針對目標網站進行攫取?資策會團隊因過去具備社群分析與爬蟲開發經驗,針對電商網站協助製作爬蟲,結合既有社群資料,先透過AI判斷哪些內容屬於廣告文章,再進一步針對文章內容屬於藥品還是化妝品,要用哪一種法律條文進行判斷等議題,進行深入研究與。再透過知識圖譜技術將法律條文與過去查處的結果建立起來,作為系統自動化判斷是否違規的依據。但後續執行時發現,若透過爬蟲需要大量爬取資料成本很高,如何有效解決?
資策會團隊拜訪電商平台業者,了解到業者於商品上架時,會透過簡單的關鍵字比對,結合人工判斷是否可能有違規情形。但由於法令過多難以通盤理解,容易造成即使人工審核過,後續還是會受罰的問題。因此,業者希望能由政府提供具公信力的第三方檢測服務,以確保上架的內容無違法。
因此,資策會團隊依據訪談的結果,協助主管機關,設計有法源依據且具備公信力之檢測系統。使電商平台業者可自行串接檢測,通過即給予認證,使平台業者免於受連帶處罰。民眾亦可自行檢測免受不實廣告詐騙。如此一來,透過源頭檢測,與擴大群眾參與,即可不需要大量爬蟲爬取資料的狀態下,完成全面性的廣告違規檢測,如圖1。
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)
圖 1 不實廣告偵測生態系
資料來源:資策會,2022年
三、成效與價值創造
自動化查核系統打造生態系雙贏機會,造福國民免受不實廣告影響
AI查核不實廣告,可以解析圖片或廣告文字內容及商品敘述後,自動辨識內容是否有涉及醫療效能、改變身體外觀、生理功能/五官內臟、成分宣稱、品質信譽或保證等違規事項,並指出違規原因與提供過去相關的裁罰案例,可供業者、查核人員比對參考,如圖2。
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)
圖 2 不實廣告偵測服務流程
資料來源:資策會,2022年
此外,亦可進行數位存證,提供主管機關進行裁罰的依據。初步建立之系統可於1小時完成主要電商平台以及社群平台巡邏檢測,提升查核效率95%以上。透過AI一致化自動判斷,可有效降低爭議訴訟成本。後續將與主管機關合作,提供經認證之第三方檢測服務,協助電商平台業者串接,檢核上架廣告/商品,使電商平台業者免於連帶受罰。
【成功關鍵】主管機關深受人力查核所苦,積極尋求數位轉型方案,並以開放的角度與電商平台業者協力,創造雙贏機會