2021630_艾瑞咨询_2021年中国对话机器人ChatBot行业发展研究报告(64页).pdf

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ChatBot 20212 iResearch I AI AI 2015 2018 2020 27.1 2025 98.5 SMS/3 1 2 4 5 34 ChatBot ChatBot 5 ChatBot 24h 6 7 RPA ASR NLU NLG TTS H5APP()RPA AI RPA FAQ 8 BoW NLG NLU 9 ASR Automatic Speech Recognition ASR TTS Text-To-Speech TTS TTS 10 1)FAQ FAQ FAQ Frequently Asked Questions FAQ Based BM25 VSM FAQ FAQ FAQ Based 1 2 3 QueryReturn FAQ FAQ Bot FAQ 11 2)KG Based QueryReturn 2020 12 3)(Machine Reading Comprehension MRC)MRC-RNN CNN Transformer QueryReturn attention query 13 RPARPA AI RPA Robotic Process Automation RPA RPA AI+RPA AI RPA 14 1 2 4 5 315 1950s 1970s 2000s 2011 2014 2015-2016 2020-2021Elizza 1966 Alice+Watson IBM,Deep QA AI 5G APP QQ AI 1956 7X24 70 90 800 1950,16 iResearch I iResearch I321018232453303170102030405060702012 2013 2014 2015 2016 2017 2018 2019 2020 2021.5 2018 2015 2018 53 30 B 146 72.6%201 1815125142572427*F E D C-C+PreB-B+PreA-A+*IPO B 146 72.6%2012-2021 5 2012-2021 5 17 iResearch I iResearch I 2020 97379 2011 133%16 1 1 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24.6 18.2 9.4 CAGR 13.4%CAGR 13.8%CAGR 19.0%CAGR 21.2%CAGR 23.6%36 iResearch I iResearch I AI+AI 2019 AI AI AI 2018-2022 AI+2020 AI 254.4 2022 414.5 AI 2020 AI+2020 AI+56.5%21.3%21.4%0.8%2386.52780.33232.33717.74198.2764.4938.71120.51336.11579.8152.1197.9254.4317.8414.52018 2019 2020e 2021e 2022e AI AI 2019 AI 2018-2022 AI+37 iResearch I iResearch I AI AI 38+IT 39 IVR IVR-IVR NLP 7*24h CRM/IVR 40 2020 10 70.4%APP+2011-2020 5131056400617586487568826731257719882851903599889938.3%42.1%45.8%47.9%50.3%53.2%55.8%59.6%64.5%70.4%-80.0%-60.0%-40.0%-20.0%0.0%20.0%40.0%60.0%80.0%0200004000060000800001000001200001400002011 2012 2013 2014 2015 2016 2017 2018 2019 2020()%641 SaaS API 2021 APP 42 iResearch I iResearch I 2020 2020 345%3311229720%30%=95%11.3%50.4%15.4%22.9%100%100%050%80%90%80%60%100%D3 2019 4 29 2019 2020 12 28 110 119 120 122 2021 2020 2020 15.4%22.9%11.3%D3 43 12345 IVR IVR-/44 AI 2020 B 63.4%53.8%AI29.3%41.7%AI AI RPA 45 IT RPA AI RPA IT 46 1 2 4 5 347 iResearch I iResearch I 2007 DUI TH1520 AI AI ChatBot+ChatBot/ASR/NLU/DM/KG/TTS/NLG ASR NLP TTS TTS 48 ChatBot ChatBot Online Offline ASR TTS ASR TTS A-B-C-AI IVR ASR/TTS/NLP 49 NLP AI 2021 27 NLP AI NLP NLP IoT SLA&AutoML Bot Factory AI AICC+Gemini 2021 EmotiMate Emoti QI Emoti Voice EmotiCoach AICC Emoti Mate AI+AI+AI AI NLP 27 AI AI Workflow Studio Workflow Engine AICC+Assist+Inspection+Coach+Collaborate NLP50 NLP 2021 All-in-Cloud NLP AICC+NLP 2021 AI+NLP MicrosoftAzure Amazon Web Services 6 NLP IoT+IoT 51/S a a S AI AI IVR AI-RPA 52 12345 Human-Centered AI 12345 60IEEE Signal Processing 2 300 7*24 100%97.9%7000+31.7%33.6%31.2%40%SaaS IT53 AI NLP AI AI AI 12 KICP KAP BIP IVP KICP KAP BIP 0 BI SCRM AI AI SaaS 38+80%12 9 500 IVP KICP:Kriston Intelligent Conversation Platform54 AI KICP 12 9 AI KICP 0 AI KICP AI 0 KICP KICP KICP&HR APP H5 95%60%30%55 iResearch I MagicHub.io AI SaaS AI 2-8 80%20%SaaS AI MagicHub.io ASRTTSNLP/AI AI 30+20+100+5000+MagicHub.ioAI AI NLP ISO/IEC 27701 2019 56 iResearch I AI AI AI AI AI 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