对于未来似乎正在发生的事情,人工智能(AI)是一项无可替代的技术。当今的现代垂直行业非常依赖于更快、更准确、更实惠的在线业务模式。凭借其无限的潜力,设计人员和开发人员可以在Web开发中极大地利用AI应用来简化其日常网站管理任务,并从目标用户那里获得更高的价值。AI应用程序和工具不仅使网站操作直观明了,而且使在线体验更加丰富和个性化。
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
据相关专家称,到2025年,人工智能将发展成为价值1186亿美元的产业
by Taufik Wicaksono illustration project
从理论上讲,人工智能可以使增强网站的交互体验,增强其搜索能力,更好地管理和组织库存,改善与访问者的互动,提供个性化的用户体验以及通过数字营销活动,准确地定位消费者。随着越来越多的设计师和开发人员转向基于AI的设计实践,人工智能现已成为现代Web开发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.
人工设计智能(ADI)系统的兴起
The Rise of Artificial Design Intelligence (ADI) Systems
人工设计智能(ADI)系统的不断发展影响了当今网站设计方式的重大转变。在传统环境中,用户界面设计过程通常不堪重负,因为需要大量的创造力才能保持其独特性。它可能始于您和您的设计师团队分享他们的想法,将其记在白板上,并探索几种可能性和结果。在开始任何A / B测试之前,必须设置线框并将其转换为HTML,以便可以开始开发过程。众所周知,该过程需要大量的工作,而Bug是您无法避免的事情。
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
随着技术的飞跃发展,人工智能已迅速成为在线业务的主流,使设计人员可以将其应用程序组合到网站中并创造更好的功能和用户体验。智能网格是的AI和网页设计手牵手在一起的最早的范例之一。它是在AI上运行的设计软件,可帮助Web设计师和网站所有者根据其特定项目需求,业务活动或个人喜好获取具有现代外观的定制网站。从那时起,还有其他一些成功进入者将AI和Web设计提升到了一个全新的水平。诸如Adobe,Firedrop,Bookmark,Squarespace,Wix,Tailor Brands这样的AI创新者是在在线环境设计中使用AI的领先科技公司。
by Zark Steele-Eklund for Studio VOR
AI现在可以将手写用户界面设计从简单的图片转换为可自我维护的有效HTML标记代码。在这里,AI可以例行控制Web设计的总体内容,从视觉元素和版式到动画和其他图形信息。
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.
当特定类型的网站需要设计决策时,这特别有用。例如,如果您的电子商务网站收到过多的报价请求(RFQ),则可以基于AI与客户之间的日常交互,使用AI对其进行优化。由于大多数网站所有者需要新的设计来补充其产品发布或即将运营的活动,因此在后台运行的AI是一种完美的解决方案,可以保持更新并保持市场竞争力。AI通过收集有关网站分析,其用户群,产品目录和其他关键方面的信息来运转。数据完成后,AI将根据您的最终指示(例如主题,内容和颜色首选项)为您的网站创建一个完全独特的设计。
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.
根据最近的一项调查,有61%的业务专业人员声称机器学习和AI成为他们组织最重要的数据计划,而且AI不仅是复制智能,其构建的重要组成部分是尽可能人性地执行功能。例如,由AI编程的自动驾驶汽车不仅要遵守交通规则,而且还要学会与其他驾驶员接触时表现出人类智慧的迹象。类似地,与人类用户交互的基于AI的聊天机器人不仅能够产生答复,而且还以尽可能人为的方式答复它们,从而为每个查询创建唯一的答复。
改善用户体验的AI
AI for Improving UX
人工智能现在控制着Web设计的几个关键方面,并在UX中起着决定性作用。借助AI在Web设计方面的最新干预措施,设计师可以将其转变为对客户来说更有意义,更丰富的体验。人工智能使设计师能够创建更引人入胜,响应更快,最终更人性化的界面。
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
人工智能有效地改变了现代网页设计的面貌,并迅速建立了许多人机交互的标准。它最大的例子之一是聊天机器人的进入,现在几乎所有网站或移动应用程序都在使用它。凭借先进的AI算法和复杂的机器学习程序,人工智能正在有效地弥合人类认知与机器自动化之间的鸿沟。
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人工智能的聊天机器人将帮助在线企业节省80亿美元的商业成本。 这改变了传统网页设计的构成,并对用户与网站的交互方式产生了巨大影响。而且,基于AI的应用程序重新定义了交流的含义,产生了类似于人的答案,从而取代了对预先编程的对话路径的需求。当今的聊天机器人基于高级自然语言处理(NLP)系统,该系统能够生成有意义的对话,从而在吸引人方面具有更好的效果。以下是一些有趣的统计数据,聊天机器人将如何领导未来的在线业务。
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.
诸如Watson Assistant之类的高级AI聊天机器人可以了解企业的历史记录,并开发自己的知识库。此外,它可以要求客户提供更清晰的信息,要求客户提供人工帮助,提供对话风格的建议以及独立运行您的网站消息通道,移动应用程序和服务工具。
by Andrii Bezvershenko
· 受益于AI聊天机器人的顶级行业中,房地产记录的使用率为28%,其次是旅行的16%和教育的14%
· 根据Gatner的报告,到2020年,将有85%的客户互动将由AI聊天机器人处理
· 到2023年,通过聊天机器人将总共节省23亿小时的业务和消费者
· 根据Global Market Insights的报告,到2024年,聊天机器人的整体市场规模将达到13亿美元
增强UI的AI
AI for Enhancing UI
SOOGIF
同样,用户界面(UI)通过深度学习和自适应AI进行了优化,它们能够完全自行决定设计。它通过培训程序以了解设计原理并允许其观察网站的现有页面来工作。通过将这两个过程结合起来,AI能够模仿独立的思想,并生成功能丰富且引人入胜的网页设计,而这不包括人类的专业知识。Wix等Web开发平台积极使用ADI来管理其UI的设计。
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算法的工作原理是从数十亿种组合中进行选择,以设计和构建完全为用户专有的独特设计界面。并且由于ADI已针对该平台进行培训,因此它会根据用户需求,真实业务,客户互动和个人喜好不断学习和自定义网站。这使Wix能够获得有关其设计程序的预测报告,更快地实现价值,将成本降到最低,并实现更大的商人与客户关系。LinkedIn还进行了广泛的改进,以改善其网络和导航功能,从而为用户提供更好的浏览体验。现在,它使用AI生成工作建议,连接建议以及如何优化配置文件。
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推荐和优化工具有许多基于AI的产品推荐解决方案,它们使用社交证据来影响购买决策。这些工具会在客户与网站互动后立即提供建议,并根据他们的搜索提供有价值的见解。 扩展程序和插件可以跟踪客户商店的历史记录,并根据相关搜索生成建议。领先的在线媒体服务提供商Netflix还使用AI通过根据用户的喜好和类似概况的客户所做的选择显示结果来管理其建议。Netflix的流媒体播放中有80%是AI建议的结果。
SOOGIF
Adobe等公司已经开始将AI纳入其产品架构。Adobe在2016年推出了Sensei,这是一个基于AI的框架,旨在使用智能功能来提高平台的设计能力,以帮助设计师更有效地完成任务。Sensei还使用机器学习来增强项目的整体设计和交付,从而显着改善最终产品。通过使用AI和机器学习,Adobe Sensei可以帮助您发现设计中隐藏的机会,增强繁琐的流程,并为每个用户提供相关的体验。
AI作为Web设计诊断工具
AI Recommendation and Optimization Tools
尽管通常部署AI来改善Web设计的功能和用户体验,但它也可以用作精密诊断工具。随着现代网页设计的新时代,快速变化的趋势以及更严格的搜索引擎(例如Google)标准,您的网页设计质量已成为最终决定数字成功的关键因素。但是,尽管您可以实现高质量的设计,但还必须确保通过定期运行测试来保持设计的维护性。但是,由于这些测试的不断重复,导致对源代码进行了修改,从而进一步增加了处理过程的负担。这些测试不仅耗时,而且经常对您的网站性能造成重大损失。
by Alina Guzik
基于AI的分析工具可让您评估设计的质量,实时观察其性能,并获得有关如何改进它们的真实见解。借助基于AI的诊断工具,您现在可以有效地消除对A / B测试的需求,并获得更好的网站设计结果。由于设计软件变得越来越复杂,最终产品通常会面临很多挑战。在这里,AI工具和应用程序可用于开发和测试不同类型的信息,验证其真实性以及检查其潜力范围,而无需任何人工输入。如果您对AI进行了正确的培训,它可以消除诊断或编辑设计时原本必须涉及的大量程序。基于AI的测试器,例如Applitools可用于测试网站的可视代码,跟踪网页行为并增强网页的美观性。
借助当前的统计数据和最新的技术突破,可以肯定AI在Web设计和开发中的重要作用。不断增长的自动化需求,先进的计算资源以及越来越多的AI专业知识,使我们可以实现的AI数量呈指数级增长。尽管技术可能仍处于起步阶段,但AI具有无穷的潜力来理解创意规则,并在众多设计动态中独立使用它们,将很快使传统的Web设计方法黯然失色。将来,AI将可提供使用自适应智能来提供个性化用户体验的网站,而不是一种千篇一律的方法,保持持续关注。