504 میلیون نفر از جمعیت جهان، از دستیار مجازی استفاده میکنند. دستیارهای مجازی که در دنیای دیجیتال زندگی میکنند، به طور اختصاری VDA(Virtual Digital Assistants) نامیده میشوند.
این دستیارها نرمافزارهای خودکاری هستند که به انسانها برای فهم، نوشتن، و سخن گفتن کمک میکنند. آنها به سرعت در حال رشد هستند و بازارهای مصرف کنندگان و شرکتها را به دست میآورند.
سال گذشته، 390 میلیون نفر در جهان از آنها استفاده میکردند و امسال تعداد آنها 114 میلیون نفر افزایش یافته است.
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)
در حال حاضر گوشیهای همراه هوشمند که اساس آنها بر دستیار مجازی بنا شده، شناخته شده ترین وسیله برای استفاده از این دستیارها هستند. اما تکنولوژی دستیار مجازی در حال نفوذ کردن به دستگاههای دیگری مانند ساعتها هوشمند، کامپیوترهای خانگی، سیستمهای خانگی هوشمند و خودروهاست.
تراکتیکا، یک پایگاه تحقیقاتی در حوزه تکنولوژی و فناوریهای نوین است. بر اساس تحقیقات این پایگاه، تعداد مصرفکنندگان از VDAها در سال 2021، به یک میلیارد و 800 میلیون نفر خواهد رسید.
همچنین برآورد میشود درآمد این بازار هوشمند از یک میلیارد و 600 میلیون دلار در سال 2015، به 15 میلیارد و 800 میلیون دلار در سال 2021 برسد.
مارک بکو، تحلیلگر این حوزه، میگوید:«استفاده مصرفکنندگان و سرمایهگذاران از دستیاران مجازی به سرعت در حال تکثیر است. این به لطف شتاب درنوآوری و مقیاسپذیری فناوریهای زمینهای مانند پردازش زبان طبیعی و هوش مصنوعی بوده است. همچنین، بیشتر غولهای فناوری جهان باور دارند VDAها در آینده برای کسبوکارشان حیاتی خواهند بود. آنها در حال سرمایهگذاری روی این دستیاران مجازی هستند تا بتوانند سهم بیشتری از بازار به دست آورند.»
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