zaixinguanfeiyanyiqingxijuanquanqiuzhiqian，rengongzhineng（ai）youqishiqifenzhi——jiqixuexi（ml）jishu，yijingzaijihusuoyouxingyefahuizuoyong。

xinguanfeiyanyiqingdui泛亚电竞注册 deshangyemoshi、shenghuofangshidenghenduofangmianchanshenglezhongdayingxiang，dantabingweixueruorengongzhinengsuofahuideyingxiang。zaiyiqingsinvezhiji，nenggouziwoxuexidesuanfahezhinengjiqijiangzaikangjiyiqingdedouzhengzhong，yijiweilaikenengmianlindeqitashijianzhongfahuizhongdazuoyong。

泛亚电竞注册meiguo《fubusi》shuangzhoukanzazhiwangzhanzaijinridebaodaozhong，shulileweilaiyinianrengongzhinengjiangzaizhongjian泛亚电竞注册 deshenghuo，zhongxinsikaoshangyezhanlveyijiyingduiweilaikenengdeyiqingdengfangmianfahuishenmezuoyong。

dashujufenxigengzhineng

《fubusi》shuangzhoukanzazhiwangzhanzhichu，zaidangxiazheichangyingduixinguanfeiyanyiqingdezhanyizhong，泛亚电竞注册 mudulexunsufenxihejiedubingduzaiquanshijiechuanboqushixiangguanshujudejinpoxinghejipoxing。weici，geguozhengfu、quanqiuweishengjigou、xueshuyanjiuzhongxinheyejietongxinxielikaifashouji、huizongheliyongxinxidexinfangfa，youlezheixieqiangdadegongju，泛亚电竞注册 keyishishizhangwoshijiegedidexinguanfeiyanganranshujuhebingwangshuju。

liru，《kangjixinguanfeiyanyiqingdezhongguoxingdong》baipishuzhichu，liyongrengongzhinenghedashuju，zhongguojinxingyiqingqushiyanpan，kaizhanliuxingbingxuediaocha，nulizhaodaomeiyigeganranzhe、qiongjinshidizhuizongmiqiejiechuzhebingjinxinggeli。

泛亚电竞注册jishujinbushizheichangyiqingdezhisirenshuqijinshangbuji1918nianxibanyadaliugandezhuyaoyuanyin。jishujinbubaokuoyiliaojishuhehulibiaozhundejinbu，yijishi泛亚电竞注册 nenggengkuaidingweiyiqingbaofadibingshishifengsuocuoshidetongxinjishudejinbu。mingnian，rengongzhinengjiangbeilierunenggengyouxiaoyingduiyiqingdejishufazhanqingdan。

泛亚电竞注册zairengongzhinengjishudejiachixia，yiliaojishulingyuqudejinbudeyigezhongyaobiaoxianshi: kexueheyixuewenxiandeshuliangdafuzengjia，jiezhijinnian4yuedi，jiuyouchaoguo2.8wanpianyuxinguanbingduyouguandelunwenbeifabiao。ciwai，yourengongzhinengjishudelingyigefenzhi——ziranyuyanchuli（nlp）suanfatigongzhichidezhuanyongsousuoyinqingyijingshangxian，renherenzaiyanjiuzheigepangdadeshujujishidoukeyihuodeaibangzhu。

muqian，kexuejiamenzhengzizibujuandikaifaxindeaijiejuefangan，yibangzhutamenjiejueqitayiliaowenti（liruaizhengdeng）。mingnian，aizaiyiliaobaojianlingyuzhongdeyingyongjiangbuduanjiasu，bujinjinyuduikangbingduyouguan。

泛亚电竞注册tongguotigaonengli，泛亚电竞注册 keyibajiqixuexijiejuewentideqiannengyingyongyuzheixiepangdade、shishidequanqiushujujishang，keyigengqingyidifaxianyiqing，zhuizongmiqiejiechuzhe，yijigengzhunquedizhenduanjibing，bingtongguoyucebingduweilaikenengdeyanhuafangshiyikaifachuliaoxiaogenghao、xiaoligengchijiuqiegenganquandeyimiao。

jianceheyufanggengzidonghua

泛亚电竞注册 yijingkandao，zhifarenyuanyijingzaikangyizhongyongdaolewurenjidengshebei，tamenliyongwurenjilaijianshirenmenshifouzunxunbaochishejiaojulideguiding。wurenjiyejiangyingyongyuqitalingyu，birunengjiancechurenqunzhongnagegetiyoufaredengxinguanfeiyanzhengzhuang。xitongkeyiliyongjisuanjishijuejishufenxiwurenjishexiangtouhuoqudeshuju，bingxiangxiangguanbumenhuodangdiguanlirenyuantongbaoyouguanbingduchuanbodetongjishujudengxinxi。

泛亚电竞注册lingyigexiangguandeyouzengzhangqianlidelingyujiangshimianbushibiejishu，zheiyijishuyeyujisuanjishijuesuanfayouguan。mianbushibiejishujiangzhongdianfangzaishibiegeti，erfeirenqunzhongdemoshi，yincijingchayongtalaitancharenmendegeliqingkuangyijifengchengdeqingkuang，bingzhuizongchuxianxinguanfeiyanzhengzhuangdegetidehuodongguiji。

泛亚电竞注册zhengjusihubiaoming，youyuxinguanbingdudailaidejiankangfengxian，gongzhongduiyiqianbeirenweiguoyuyanlidejianshicelvegengjiakuanrong。

yucekehuxingweibeishouzhuipeng

泛亚电竞注册xinguanbingdusinvequanqiu，xianzhugaibianle泛亚电竞注册 deshenghuo、gongzuoheshejiaofangshi，suiranzaishehuidezhuduolingyudouyichuxianwendingheqiangjingdeshuzihuaqushi，danjinnian，泛亚电竞注册 muduleyichangshuzihuadekuanghuanherechao。jinnianerjidu，yamaxungongsidexiaoshouetongbizengzhang40%。ciwai，yiqingqijian，shouzaixiangouwuheyunfuwuxuqiuzengjia，yamaxungujiajinnianqijinshangzhang73%。buzhiyamaxunshizhibuduanchuangxiaxingao，zhijinnian8yuefen，weiruangujiashangzhang28%，gugeshangzhang13%，facebookshangzhangle12%。

泛亚电竞注册wuduyouou，xinguanfeiyanyiqingdailaidexiaofeixingweixiangxianshangzhuanyidequshiyerangguoneidekejijutoumenzhuandepenmanboman。zinianchuzhijin，tengxun、alibaba、pinduoduo、meituan、jingdongshizhifenbieshangzhang20%—150%budeng。

泛亚电竞注册《fubusi》shuangzhoukanwangzhanzhichu，rengongzhinenggongjuhepingtainenghenhaodibangzhuqiyelejiezijidekehu，yinci，ciqianzailiyongshuziqudaojingshangheweihukehuguanxifangmianzhihoudezuzhiheqiyezhujianrenshidaojushidejinpoxing，beipozhongxinpingguzijidexuanze，kaishixunsuzhangwoxingweifenxihegexinghuadenggainian。

2021nian，ranggezuzhizixinghuoquzheixiangjishudegongjujiangyuelaiyueliuxing，yinweizhongxiaoqiyezhengxiangfangshefaxunqiujianlizijidejingzhengyoushi。

nengyucexiayiboyiqing

daduoshurengongzhinengsuanfadouyongyouyucenengli，rengongzhinengfuzhuliuxingbingxueyanjiulingyudezhongyaomubiaojiangshiyanzhichunengzhunqueyuceweilaiyiqingyuheshi、hedibaofadexitong。cileiyanjiuyijingjinxingleyiduanshijian，shishishang，yixieguanyudangdiyiqingdezuizaojingbaoshiyourengongzhinengshengchengde。

keyiyuji，rengongzhinengyanjiujiangzaiweilai18geyuequdejinyibutupo，jinertigao泛亚电竞注册 faxianheyingduibingdubaofafengxiandenengli。dangran，yaoshixianzheiyimubiao，haixuyaozhengfuyusiyingqiyezhijianjinxingchixudequanqiuhezuo。