A3RT - the details and actual use cases of "Analytics & Artificial intelligence API via Recruit...
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A3RT The details and actual use cases of Analytics & Artificial intelligence API via Recruit technologies"IT
Nobuyuki Ishikawa
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.HadoopHadoopGPUAPIWEBABC
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.12A3RT34R&DA3RT56
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.6
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A3RT
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.A3RT
Deep LearningAPI
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
API
API
DeepLearning
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.A3RTA3RTAPI
OCR
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
API
APIAPIAPI
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.motiv8r-WebAPIAPIWord2Vecmotiv8rmotiv8r
WebAPIWord2VecCVAPI
Web
123
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.RETiMO
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.motiv8r-ReTiMO
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.word2vec
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INPUT:1-of-kPROJECTION: soft-maxOUTPUT: ((+)|())
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
word2vec
While expanding its channel for distribution information from paper publication to the net and mobile, the company has been pushing for a shift of their revenue from
while(0.1, 0.4, 0.3, 0.7, )expanding(0.2, 0.5, 0.7, 0.7, )its(0.1, 0.1, 0.9, 0.6, )channel(0.6, 0.4, 0.9, 0.5, )for(0.5, 0.8, 0.2, 0.1, )distribution(0.8, 0.4, 0.1, 0.2, )information(0.3, 0.7, 0.3, 0.6, )word2vec
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word2vec
word2vec
item
itemcosuser1 item-A item-B item-Cuser2 item-D item-E item-Fuser3 item-G item-Q item-Xuser4 item-L item-K item-V item-A (0.1, 0.9, 0.6, 0.4, )item-B (0.2, 0.5, 0.1, 0.8, )item-C (0.7, 0.3, 0.3, 0.4, )item-D (0.5, 0.9, 0.8, 0.2, ) item-A, item-B, 0.976item-A, item-C, 0.329item-A, item-D, 0.743item-A, item-E, 0.552
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
20
motiv8r Architecture
BigData Team HadoopService DatabasePrivate NWS3EMRDynamoDB
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.Image Paradise-API
Image ParadiseImage ParadiseAPI12()34
30%10%60%Deep LearningCNN1)1) Convolutional Neural Network
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.Image Paradise-( )
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.Image Paradise-
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.neon-
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.neon
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.ArGON-API
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.API ArGONGated Recurrent UnitsDeep LearningResidual Learning85%-90%
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.ArGon
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.R&D
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.Video Analysis-API
APIVideo AnalysisVideo Analysis
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.R&D
etc
Etc
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US
AI
Hadoop
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.Cotori
GPSSDKGPSwifi
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.A3RT
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved./
RAFTEL
ProductAProductZCloud APIworker1worker2API
Cloud APIworker1worker2API
BatchproxyAuthA3RT Admin Platform
monitor
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.A3RTAPIWhy AppEngine?A/BNoOpsBigQuery
API Endopoint
LogStorage
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.VAT
mnist[0~9]6000060060000 (%)
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.DFO[Derivative Free Optimization]DFO:
ykW,BWB
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
customerClientAttracting customersSelectAction
EffectInformationpublished
Target clientMatchingcross tabulationRecommendationImage search
Advertising expenses optimizationAd TargetingManuscript reviewerAuto reviewArticle creation supportSales supportCompetitive analysis
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Diversified data analysis
In addition to recommendation and report, there are more and more new genre data analysis solutions of "human work alternative"
Profit contribution
Cost reductionRecommendationReportIndicator/PurposeCVR maximizationCPA optimizationIndicator/PurposeOptimizationNext years strategy makingIndicator/PurposeReduction of wasteReduction of man hoursHaving people be more creative
Work alternativeAI domain
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AI
43
etc
etc
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#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
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Nobuyuki Ishikawa
Yes, We Are Hiring!
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.
#Copyright Recruit Technologies Co., Ltd. All Rights Reserved.