资源描述
2019 2 2019.6 iResearch I RPA 8 8 RPA RPA GDPR 3 4 3 21 RPA 4 2019.6 iResearch I Business Intelligence Business+Artificial Intelligence RPA RPA ETL OLAP 5 2019.6 iResearch I 2016 2005-2013 ERP CRM OA HIS SAP Oracle IBM 2013-2016 IT 2016-2018 2018-2018 AI RPA 6 2019.6 iResearch I AI AI 2019 2 2018 4 AI AI-on-demand platform 2017 7 2018 6 2018 4 AI7 2019.6 iResearch I 2019.6 iResearch I IDC 2025 163ZB 2016 IDC 80%2010-2025 IDC:RDBMS ERP:/Hadoop 28441632010 2015 2020e 2025e ZB8 2019.6 iResearch I/Natural Language Processing Knowledge Graph Machine Learning Deep Learning Intelligent Speech Computer Vision-9 2019.6 iResearch I RPA Robotic Process Automation 24 OCR RPA RPA AI OCR RPA 80%100%40%10 2019.6 iResearch I Operations Research Operational Research Artificial Intelligence K-11 2019.6 iResearch I/IT ERP CRM 2019 IT ERP CRMHCM OA 12 2019.6 iResearch I 2019IT AI13 2019.6 iResearch I 2019.6 iResearch I 1/2 2014 2018 100 2018 57 A 29%19%2014-2018 2014-2018 IT IT 171619572014 2015 2016 2017 2018 433461010121929 A+B+C D B Pre-A A 14 2019.6 iResearch I 2019.6 iResearch I 2/2 2014-2018 IT IT 2014-2018 14%5%24%20%19%16%2%13%6%22%20%18%20%1%15 2019.6 iResearch I RPA 16 2019.6 iResearch I,17 3 4 12 18 2019.6 iResearch I 2019.6 iResearch I 2011 12-2018 12 2018 A 75 590 72 2627 2018 6 4279492959218426127441512217057202541.00%0.95%1.00%1.25%1.67%1.74%1.74%1.83%2011.122012.122013.122014.122015.122016.122017.122018.12%19 2019.6 iResearch I NLP/20 2019.6 iResearch I 3-6 A 3 A B C 1 2 3 21 2019.6 iResearch I 2019.6 iResearch I 2014-2018 27.19 30.09 33.23 36.63 38.10 2.793.885.167.189.012014 2015 2016 2017 2018 22 2019.6 iResearch I AI 1m 23 2019.6 iResearch I 2019.6 iResearch I 10-15 80 2010 2017 58.4 81.8 4.4 5.9 2010-2017 58.4 62.7 68.9 73.1 76.0 77.0 79.3 81.8 4.44.75.15.45.6 5.65.75.92010 2011 2012 2013 2014 2015 2016 2017 AI 94%NLP 27 4000 Top3 89%Top3 95%24 2019.6 iResearch I 2019.6 iResearch I/24 NLP FAQ/460+25 2 4 1 3 Microsoft Baidu 26 2019.6 iResearch I Microsoft Microsoft 1975 120 Microsoft MSRA 1998/2005 MSRA-2018 MSRA 88.5%69.9%96%5.1%2016 2017 2018 2018 152 ResNet 96%Switchboard 5.1%SQuAD newstest2017-27 2019.6 iResearch I Microsoft Microsoft Microsoft Fairness Reliability&Safety Privacy&Security Inclusiveness Transparency Accountability Microsoft AETHER FairnessAccountabilityReliability&Safety Transparency Inclusiveness Privacy&Security-GDPR-28 2019.6 iResearch I Microsoft Microsoft Microsoft AI Microsoft AI Microsoft Azure AI Office 365 Dynamics 365 Microsoft AI Microsoft AI Microsoft AI CPU FPGA GPU Excel Excel Office 365 Dynamics 365 Microsoft Azure QnA Maker Dynamics 365 AIDynamics 365 Remote AssistDynamics 365 Layout 29 2019.6 iResearch I Baidu AI 2010 2013 IDL AI 2016 1.0 3.0 AI Apollo DuerOS AI 3000 AI logo Apollo Apollo Apollo 150 DNN 300 3 30 2019.6 iResearch I Baidu AI PaddleFluid Paddle ServingPaddle MobilePaddleHub PARL AutoDLAI AI Studio EasyDL UNIT iOCR EasyDL iOCR AI EdgeBoard/X-eye SDKEasyEdge EasyPack 2018 7 3.0 110 AI 4000 AI 3.0 AI 31 2019.6 iResearch I Baidu AI 54%Top3 89%Top3 95%DNN 20%30%1 99.7%AI Apollo L4 P A YBILLwebinar OCR Today DNN 200 20%EasyDL EasyDL 700 Top5 93.89%32 2019.6 iResearch I CMU Stanford MIT 10000 IT AI AI AI 2017 LFW 99.8%2018 1 LUNA 95.1%96.8%:IaaS PaaS SaaS AI AI AI 33 2019.6 iResearch I Finance Healthcare RPA&RPA RPA 34 2019.6 iResearch I 2015 3 7 60 700 Apple Facebook 60 AI 2007 2016 CLEAR ASTAR ASCAL PASCAL ImageNet FERA ReID Market-1501 DukeMTMC-ReID CUHK03 LSTM-NN 10100%L1 L2 L3 L4 L5 35 2019.6 iResearch I 2017 3 2018 10 IBIS VIP 60+79.6%36%36 2019.6 iResearch I 1998 Jim Gray 2005 2015 2015 2019 7617 12648 1-7 600%96%99.33%50%3 1900%-X 37 2019.6 iResearch I 1+N 1 1 30%50%1 N AI AI AI AI 1+N 12%18%16%27%AI 60%-AutoNoise/AutoPU-AutoDL/FeatureZero-Privacy Preserving Transfer Learning AI HD-LR HD-LFC HD-GBM RTIDB+AI AI+38 2019.6 iResearch I AI 2012 Atlas UniFlow UIUC 2/AI UniOne AI DNN LSTM 32 97%2019 1 VAD DNN ivector PLDA 99%39 2019.6 iResearch I 2016 7 Cardinal Optimization Solver 40 2019.6 iResearch I 2016 80%ESI Top1%2018 7 AIForce 97%89%200 AIForce AI/50%3min20 30%41 2019.6 iResearch I 2016 60%300 70%2018 12 5 6mm DR ABC/2 GE AI-PCT 4 10 3-30 42 2 3 4 1 43 2019.6 iResearch I 1/3-44 2019.6 iResearch I 2/3 AI 45 2019.6 iResearch I 3/3 GDPR ID/GDPR 46 Keep Learning 400-026-2099 47
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