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對于未來似乎正在發(fā)生的事情，人工智能（AI）是一項無可替代的技術(shù)。當(dāng)今的現(xiàn)代垂直行業(yè)非常依賴于更快、更準(zhǔn)確、更實惠的在線業(yè)務(wù)模式。憑借其無限的潛力，設(shè)計人員和開發(fā)人員可以在Web開發(fā)中極大地利用AI應(yīng)用來簡化其日常網(wǎng)站管理任務(wù)，并從目標(biāo)用戶那里獲得更高的價值。AI應(yīng)用程序和工具不僅使網(wǎng)站操作直觀明了，而且使在線體驗更加豐富和個性化。
For what the future seems to unfold, Artificial Intelligence (AI) is a technology without alternative. Today’s modern industry verticals are crucially reliant on faster, accurate and more affordable modes of online business. With its unlimited potential, designers and developers can immensely leverage AI applications in web development to streamline their daily website management tasks and achieve a higher response value from their target user. AI applications and tools not only make your website operations intuitively clear but turn its online experience more rich and personalized.
by Zark Steele-Eklund for Studio VOR
據(jù)相關(guān)專家稱，到2025年，人工智能將發(fā)展成為價值1186億美元的產(chǎn)業(yè)
by Taufik Wicaksono illustration project
從理論上講，人工智能可以使增強網(wǎng)站的交互體驗，增強其搜索能力，更好地管理和組織庫存，改善與訪問者的互動，提供個性化的用戶體驗以及通過數(shù)字營銷活動，準(zhǔn)確地定位消費者。隨著越來越多的設(shè)計師和開發(fā)人員轉(zhuǎn)向基于AI的設(shè)計實踐，人工智能現(xiàn)已成為現(xiàn)代Web開發(fā)中不可或缺的一部分。
In theory, AI can empower you to enhance your website’s appearance, strengthen its search abilities, manage and organize your inventory better, improve interaction with visitors, provide personalized user experience, and accurately target consumers through your digital marketing campaigns. With a growing number of designers and developers shifting towards AI-based design practices, artificial intelligence has now become an indispensable part of modern web development.
人工設(shè)計智能（ADI）系統(tǒng)的興起
The Rise of Artificial Design Intelligence (ADI) Systems
人工設(shè)計智能（ADI）系統(tǒng)的不斷發(fā)展影響了當(dāng)今網(wǎng)站設(shè)計方式的重大轉(zhuǎn)變。在傳統(tǒng)環(huán)境中，用戶界面設(shè)計過程通常不堪重負(fù)，因為需要大量的創(chuàng)造力才能保持其獨特性。它可能始于您和您的設(shè)計師團隊分享他們的想法，將其記在白板上，并探索幾種可能性和結(jié)果。在開始任何A / B測試之前，必須設(shè)置線框并將其轉(zhuǎn)換為HTML，以便可以開始開發(fā)過程。眾所周知，該過程需要大量的工作，而Bug是您無法避免的事情。
The growing field of artificial design intelligence (ADI) systems has influenced a major shift in the way websites are designed today. In a traditional environment, the user interface design process is often overwhelming since you require a great deal of creativity to keep it unique. It may begin with you and your team of designers sharing their ideas, jotting them down on a whiteboard, and exploring several possibilities and outcomes. Before any A/B testing can begin, the wireframe is set out and translated into HTML so the development process can begin. The process as we all know demands a sheer amount of effort and errors are just something you cannot avoid.
by Andy Selimov for Fireart Studio
隨著技術(shù)的飛躍發(fā)展，人工智能已迅速成為在線業(yè)務(wù)的主流，使設(shè)計人員可以將其應(yīng)用程序組合到網(wǎng)站中并創(chuàng)造更好的功能和用戶體驗。智能網(wǎng)格是的AI和網(wǎng)頁設(shè)計手牽手在一起的最早的范例之一。它是在AI上運行的設(shè)計軟件，可幫助Web設(shè)計師和網(wǎng)站所有者根據(jù)其特定項目需求，業(yè)務(wù)活動或個人喜好獲取具有現(xiàn)代外觀的定制網(wǎng)站。從那時起，還有其他一些成功進入者將AI和Web設(shè)計提升到了一個全新的水平。諸如Adobe，F(xiàn)iredrop，Bookmark，Squarespace，Wix，Tailor Brands這樣的AI創(chuàng)新者是在在線環(huán)境設(shè)計中使用AI的領(lǐng)先科技公司。
by Zark Steele-Eklund for Studio VOR
AI現(xiàn)在可以將手寫用戶界面設(shè)計從簡單的圖片轉(zhuǎn)換為可自我維護的有效HTML標(biāo)記代碼。在這里，AI可以例行控制Web設(shè)計的總體內(nèi)容，從視覺元素和版式到動畫和其他圖形信息。
AI can now transform handwritten user interface design right from something as simple as a picture to a valid HTML markup code that maintains itself. Here, the AI can routinely control the overall content of your web design, from visual elements and typography to animations and other graphical information.
當(dāng)特定類型的網(wǎng)站需要設(shè)計決策時，這特別有用。例如，如果您的電子商務(wù)網(wǎng)站收到過多的報價請求（RFQ），則可以基于AI與客戶之間的日常交互，使用AI對其進行優(yōu)化。由于大多數(shù)網(wǎng)站所有者需要新的設(shè)計來補充其產(chǎn)品發(fā)布或即將運營的活動，因此在后臺運行的AI是一種完美的解決方案，可以保持更新并保持市場競爭力。AI通過收集有關(guān)網(wǎng)站分析，其用戶群，產(chǎn)品目錄和其他關(guān)鍵方面的信息來運轉(zhuǎn)。數(shù)據(jù)完成后，AI將根據(jù)您的最終指示（例如主題，內(nèi)容和顏色首選項）為您的網(wǎng)站創(chuàng)建一個完全獨特的設(shè)計。
by Gytis Jonaitis for Flair Digital
This comes particularly useful when design decisions are required for specific types of websites. For example, if you have an e-commerce website that receives a plethora of Request for Quotes (RFQs), you can optimize it with AI-based on its everyday interactions with customers. Since most website owners require new designs to supplement their product launches or upcoming events, an AI working in the background works as a perfect solution to stay updated and remain competitive in the market. The AI operates by collecting information on the website analytics, its user base, product catalog, and other key aspects. Once the data is complete, the AI will take the final instructions from you such as theme, content, and color preferences to create an entirely unique design for your website.
根據(jù)最近的一項調(diào)查，有61％的業(yè)務(wù)專業(yè)人員聲稱機器學(xué)習(xí)和AI成為他們組織最重要的數(shù)據(jù)計劃，而且AI不僅是復(fù)制智能，其構(gòu)建的重要組成部分是盡可能人性地執(zhí)行功能。例如，由AI編程的自動駕駛汽車不僅要遵守交通規(guī)則，而且還要學(xué)會與其他駕駛員接觸時表現(xiàn)出人類智慧的跡象。類似地，與人類用戶交互的基于AI的聊天機器人不僅能夠產(chǎn)生答復(fù)，而且還以盡可能人為的方式答復(fù)它們，從而為每個查詢創(chuàng)建唯一的答復(fù)。
改善用戶體驗的AI
AI for Improving UX
人工智能現(xiàn)在控制著Web設(shè)計的幾個關(guān)鍵方面，并在UX中起著決定性作用。借助AI在Web設(shè)計方面的最新干預(yù)措施，設(shè)計師可以將其轉(zhuǎn)變?yōu)閷蛻魜碚f更有意義，更豐富的體驗。人工智能使設(shè)計師能夠創(chuàng)建更引人入勝，響應(yīng)更快，最終更人性化的界面。
AI now commands several key aspects of web design and holds a deciding role in UX. With AI’s latest interventions in web design, designers are able to transform their online front into a more meaningful and rich experience for the customer. AI has enabled designers to create interfaces that are far more engaging, responsive, and ultimately more human. Among many of AI’s achievements we see today, its most evident role is in myriad AI tools.
by Brett Parker
人工智能有效地改變了現(xiàn)代網(wǎng)頁設(shè)計的面貌，并迅速建立了許多人機交互的標(biāo)準(zhǔn)。它最大的例子之一是聊天機器人的進入，現(xiàn)在幾乎所有網(wǎng)站或移動應(yīng)用程序都在使用它。憑借先進的AI算法和復(fù)雜的機器學(xué)習(xí)程序，人工智能正在有效地彌合人類認(rèn)知與機器自動化之間的鴻溝。
AI has effectively changed the face of modern web design and quickly established many standard parts of human-machine interaction. One of its biggest examples is the entry of chatbots that are now the fixture of almost every website or mobile application. With advanced AI algorithms and complex machine learning procedures, AI is effectively bridging the gap between human cognition and machine automation.
by Agnieszka for Tooploox
到2022年，基于AI人工智能的聊天機器人將幫助在線企業(yè)節(jié)省80億美元的商業(yè)成本。 這改變了傳統(tǒng)網(wǎng)頁設(shè)計的構(gòu)成，并對用戶與網(wǎng)站的交互方式產(chǎn)生了巨大影響。而且，基于AI的應(yīng)用程序重新定義了交流的含義，產(chǎn)生了類似于人的答案，從而取代了對預(yù)先編程的對話路徑的需求。當(dāng)今的聊天機器人基于高級自然語言處理（NLP）系統(tǒng)，該系統(tǒng)能夠生成有意義的對話，從而在吸引人方面具有更好的效果。以下是一些有趣的統(tǒng)計數(shù)據(jù)，聊天機器人將如何領(lǐng)導(dǎo)未來的在線業(yè)務(wù)。
This has changed the fabric of traditional web design and rendered a powerful impact on the way users interact with websites. Moreover, AI-based applications have redefined what it means to communicate, producing human-like answers, replacing the need for pre-programmed conversational pathways. Today’s chatbots are based on advanced natural language processing (NLP) systems that able to generate meaningful conversations that have far better results in generating engagement. Here are some interesting statistics how chatbots will lead the online businesses in the future.
諸如Watson Assistant之類的高級AI聊天機器人可以了解企業(yè)的歷史記錄，并開發(fā)自己的知識庫。此外，它可以要求客戶提供更清晰的信息，要求客戶提供人工幫助，提供對話風(fēng)格的建議以及獨立運行您的網(wǎng)站消息通道，移動應(yīng)用程序和服務(wù)工具。
by Andrii Bezvershenko
· 受益于AI聊天機器人的頂級行業(yè)中，房地產(chǎn)記錄的使用率為28％，其次是旅行的16％和教育的14％
· 根據(jù)Gatner的報告，到2020年，將有85％的客戶互動將由AI聊天機器人處理
· 到2023年，通過聊天機器人將總共節(jié)省23億小時的業(yè)務(wù)和消費者
· 根據(jù)Global Market Insights的報告，到2024年，聊天機器人的整體市場規(guī)模將達(dá)到13億美元
增強UI的AI
AI for Enhancing UI
SOOGIF
同樣，用戶界面（UI）通過深度學(xué)習(xí)和自適應(yīng)AI進行了優(yōu)化，它們能夠完全自行決定設(shè)計。它通過培訓(xùn)程序以了解設(shè)計原理并允許其觀察網(wǎng)站的現(xiàn)有頁面來工作。通過將這兩個過程結(jié)合起來，AI能夠模仿獨立的思想，并生成功能豐富且引人入勝的網(wǎng)頁設(shè)計，而這不包括人類的專業(yè)知識。Wix等Web開發(fā)平臺積極使用ADI來管理其UI的設(shè)計。
Similarly, User Interfaces (UIs) are optimized through deep learning and adaptive AI, that are capable of taking design decisions entirely on their own. It works by training the program to understand design principles, and allowing it to observe existing pages of your website. Combining the two processes, the AI is able to mimic independent thoughts and produce functional and attractive web designs exclusive of human expertise. Web development platforms such as Wix actively use ADI to manage the design of its UI.
Wix ADI算法的工作原理是從數(shù)十億種組合中進行選擇，以設(shè)計和構(gòu)建完全為用戶專有的獨特設(shè)計界面。并且由于ADI已針對該平臺進行培訓(xùn)，因此它會根據(jù)用戶需求，真實業(yè)務(wù)，客戶互動和個人喜好不斷學(xué)習(xí)和自定義網(wǎng)站。這使Wix能夠獲得有關(guān)其設(shè)計程序的預(yù)測報告，更快地實現(xiàn)價值，將成本降到最低，并實現(xiàn)更大的商人與客戶關(guān)系。LinkedIn還進行了廣泛的改進，以改善其網(wǎng)絡(luò)和導(dǎo)航功能，從而為用戶提供更好的瀏覽體驗。現(xiàn)在，它使用AI生成工作建議，連接建議以及如何優(yōu)化配置文件。
Wix ADI algorithm works by selecting from billions of combinations to design and build a unique design interface, completely exclusive to the user. And since the ADI is trained for the platform, it keeps learning and customizing the site based on user needs, business activity, customer interactions, and personal preferences. This has allowed Wix to gain predictive reporting about its design program, get faster time to value, minimize costs, and achieve much greater merchant-customer relationship. LinkedIn also went through an extensive revamp to improve its networking and navigation features to provide users with a better browsing experience. It now uses AI to produce job recommendations, connection suggestions, and how profiles should be optimized.
AI推薦和優(yōu)化工具有許多基于AI的產(chǎn)品推薦解決方案，它們使用社交證據(jù)來影響購買決策。這些工具會在客戶與網(wǎng)站互動后立即提供建議，并根據(jù)他們的搜索提供有價值的見解。 擴展程序和插件可以跟蹤客戶商店的歷史記錄，并根據(jù)相關(guān)搜索生成建議。領(lǐng)先的在線媒體服務(wù)提供商Netflix還使用AI通過根據(jù)用戶的喜好和類似概況的客戶所做的選擇顯示結(jié)果來管理其建議。Netflix的流媒體播放中有80％是AI建議的結(jié)果。
SOOGIF
Adobe等公司已經(jīng)開始將AI納入其產(chǎn)品架構(gòu)。Adobe在2016年推出了Sensei，這是一個基于AI的框架，旨在使用智能功能來提高平臺的設(shè)計能力，以幫助設(shè)計師更有效地完成任務(wù)。Sensei還使用機器學(xué)習(xí)來增強項目的整體設(shè)計和交付，從而顯著改善最終產(chǎn)品。通過使用AI和機器學(xué)習(xí)，Adobe Sensei可以幫助您發(fā)現(xiàn)設(shè)計中隱藏的機會，增強繁瑣的流程，并為每個用戶提供相關(guān)的體驗。
AI作為Web設(shè)計診斷工具
AI Recommendation and Optimization Tools
盡管通常部署AI來改善Web設(shè)計的功能和用戶體驗，但它也可以用作精密診斷工具。隨著現(xiàn)代網(wǎng)頁設(shè)計的新時代，快速變化的趨勢以及更嚴(yán)格的搜索引擎（例如Google）標(biāo)準(zhǔn)，您的網(wǎng)頁設(shè)計質(zhì)量已成為最終決定數(shù)字成功的關(guān)鍵因素。但是，盡管您可以實現(xiàn)高質(zhì)量的設(shè)計，但還必須確保通過定期運行測試來保持設(shè)計的維護性。但是，由于這些測試的不斷重復(fù)，導(dǎo)致對源代碼進行了修改，從而進一步增加了處理過程的負(fù)擔(dān)。這些測試不僅耗時，而且經(jīng)常對您的網(wǎng)站性能造成重大損失。
by Alina Guzik
基于AI的分析工具可讓您評估設(shè)計的質(zhì)量，實時觀察其性能，并獲得有關(guān)如何改進它們的真實見解。借助基于AI的診斷工具，您現(xiàn)在可以有效地消除對A / B測試的需求，并獲得更好的網(wǎng)站設(shè)計結(jié)果。由于設(shè)計軟件變得越來越復(fù)雜，最終產(chǎn)品通常會面臨很多挑戰(zhàn)。在這里，AI工具和應(yīng)用程序可用于開發(fā)和測試不同類型的信息，驗證其真實性以及檢查其潛力范圍，而無需任何人工輸入。如果您對AI進行了正確的培訓(xùn)，它可以消除診斷或編輯設(shè)計時原本必須涉及的大量程序。基于AI的測試器，例如Applitools可用于測試網(wǎng)站的可視代碼，跟蹤網(wǎng)頁行為并增強網(wǎng)頁的美觀性。
借助當(dāng)前的統(tǒng)計數(shù)據(jù)和最新的技術(shù)突破，可以肯定AI在Web設(shè)計和開發(fā)中的重要作用。不斷增長的自動化需求，先進的計算資源以及越來越多的AI專業(yè)知識，使我們可以實現(xiàn)的AI數(shù)量呈指數(shù)級增長。盡管技術(shù)可能仍處于起步階段，但AI具有無窮的潛力來理解創(chuàng)意規(guī)則，并在眾多設(shè)計動態(tài)中獨立使用它們，將很快使傳統(tǒng)的Web設(shè)計方法黯然失色。將來，AI將可提供使用自適應(yīng)智能來提供個性化用戶體驗的網(wǎng)站，而不是一種千篇一律的方法，保持持續(xù)關(guān)注。
